diff --git a/package.json b/package.json
index f69f0865..6695659c 100644
--- a/package.json
+++ b/package.json
@@ -40,6 +40,8 @@
     "@babel/runtime": "^7.26.9",
     "@bedframe/cli": "^0.1.2",
     "@crxjs/vite-plugin": "^2.4.0",
+    "@types/d3-scale": "^4.0.9",
+    "@types/d3-shape": "^3.1.8",
     "@types/mime-types": "^3.0.1",
     "@types/react": "^19.0.10",
     "@types/react-dom": "^19.0.4",
@@ -83,6 +85,8 @@
     "canvas-confetti": "^1.9.3",
     "codemirror": "^6.0.1",
     "color": "^5.0.0",
+    "d3-scale": "^4.0.2",
+    "d3-shape": "^3.2.0",
     "dompurify": "^3.2.4",
     "embeddia": "^1.3.0",
     "embla-carousel-autoplay": "^8.5.2",
@@ -92,6 +96,7 @@
     "flexsearch": "^0.8.147",
     "fuse.js": "^7.1.0",
     "idb": "^8.0.2",
+    "layerchart": "2.0.0-next.27",
     "localforage": "^1.10.0",
     "lodash": "^4.17.21",
     "mathjs": "^14.4.0",
diff --git a/src/plugins/built-in/gradeAnalytics/AnalyticsAreaChart.svelte b/src/plugins/built-in/gradeAnalytics/AnalyticsAreaChart.svelte
new file mode 100644
index 00000000..020220bf
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/AnalyticsAreaChart.svelte
@@ -0,0 +1,388 @@
+<script lang="ts">
+
+  import * as Chart from "./chart/index";
+
+  import { scaleUtc, scaleLinear } from "d3-scale";
+
+  import { Area, AreaChart, ChartClipPath } from "layerchart";
+
+  import { curveNatural } from "d3-shape";
+
+  import { cubicInOut } from "svelte/easing";
+
+  import type { Assessment } from "./types";
+
+  import {
+
+    buildGradeTrendChart,
+
+    getTimeRangeLabel,
+
+    type TimeRange,
+
+  } from "./timeRange";
+
+
+
+  interface Props {
+
+    data: Assessment[];
+
+    timeRange: TimeRange;
+
+    showSubjectTrends?: boolean;
+
+  }
+
+
+
+  let { data, timeRange, showSubjectTrends = false }: Props = $props();
+
+
+
+  const chartUid = `area-${Math.random().toString(36).slice(2, 9)}`;
+
+
+
+  const chartResult = $derived(() =>
+
+    buildGradeTrendChart(data, timeRange, {
+
+      showPerSubject: showSubjectTrends,
+
+    }),
+
+  );
+
+
+
+  const filteredData = $derived(() => chartResult().points);
+
+  const chartSeries = $derived(() => chartResult().series);
+
+  const accentColor = $derived(() => chartResult().accentColor);
+
+
+
+  const chartConfig = $derived(() => {
+
+    const config: Chart.ChartConfig = {};
+
+    for (const s of chartSeries()) {
+
+      config[s.key] = { label: s.label, color: s.color };
+
+    }
+
+    return config;
+
+  });
+
+
+
+  const yScale = $derived.by(() => {
+
+    const points = filteredData();
+
+    const series = chartSeries();
+
+    if (!points.length) return scaleLinear().domain([0, 100]);
+
+    const values: number[] = [];
+
+    for (const p of points) {
+
+      for (const s of series) {
+
+        const v = p[s.key];
+
+        if (typeof v === "number" && !Number.isNaN(v)) values.push(v);
+
+      }
+
+    }
+
+    if (!values.length) return scaleLinear().domain([0, 100]);
+
+    const min = Math.max(0, Math.min(...values) - 8);
+
+    const max = Math.min(100, Math.max(...values) + 8);
+
+    return scaleLinear().domain([min, max]).nice();
+
+  });
+
+
+
+  const trend = $derived(() => {
+
+    const points = filteredData();
+
+    if (points.length < 2) return { percentage: "0", direction: "neutral" as const };
+
+    const recent = points.slice(-2);
+
+    const change = recent[1].average - recent[0].average;
+
+    return {
+
+      percentage: Math.abs(change).toFixed(1),
+
+      direction: change > 0 ? ("up" as const) : change < 0 ? ("down" as const) : ("neutral" as const),
+
+    };
+
+  });
+
+
+
+  const areaSeries = $derived(() =>
+
+    chartSeries().map((s) => ({
+
+      key: s.key,
+
+      label: s.label,
+
+      color: s.color,
+
+    })),
+
+  );
+
+</script>
+
+
+
+<article class="bsplus-analytics-card">
+
+  <header class="bsplus-analytics-card-header">
+
+    <div>
+
+      <h3 class="bsplus-analytics-card-title">Grade trends</h3>
+
+      <p class="bsplus-analytics-card-desc">
+
+        {#if showSubjectTrends}
+
+          Overall and per-subject averages · {getTimeRangeLabel(timeRange)}
+
+        {:else}
+
+          Average grades over time · {getTimeRangeLabel(timeRange)}
+
+        {/if}
+
+      </p>
+
+    </div>
+
+  </header>
+
+
+
+  <div class="bsplus-analytics-card-body">
+
+    {#if filteredData().length > 0}
+
+      <Chart.Container config={chartConfig()} class="bsplus-chart-surface w-full">
+
+        <AreaChart
+
+          legend
+
+          data={filteredData()}
+
+          x="date"
+
+          xScale={scaleUtc()}
+
+          yScale={yScale()}
+
+          series={areaSeries()}
+
+          props={{
+
+            area: {
+
+              curve: curveNatural,
+
+              "fill-opacity": showSubjectTrends ? 0.12 : 0.35,
+
+              line: { class: "stroke-2" },
+
+              motion: "tween",
+
+            },
+
+            xAxis: {
+
+              ticks: timeRange === "7d" ? 7 : undefined,
+
+              format: (v: Date) =>
+
+                v.toLocaleDateString("en-US", {
+
+                  month: "short",
+
+                  day: timeRange === "7d" ? "numeric" : undefined,
+
+                }),
+
+            },
+
+            yAxis: {
+
+              format: (v: number) => `${v.toFixed(0)}%`,
+
+            },
+
+          }}
+
+        >
+
+          {#snippet marks({ series, getAreaProps })}
+
+            <defs>
+
+              <linearGradient id={chartUid} x1="0" y1="0" x2="0" y2="1">
+
+                <stop offset="0%" stop-color={accentColor()} stop-opacity="0.55" />
+
+                <stop offset="100%" stop-color={accentColor()} stop-opacity="0.04" />
+
+              </linearGradient>
+
+            </defs>
+
+            <ChartClipPath
+
+              initialWidth={0}
+
+              motion={{
+
+                width: { type: "tween", duration: 900, easing: cubicInOut },
+
+              }}
+
+            >
+
+              {#each series as s, i (s.key)}
+
+                {@const meta = chartSeries().find((c) => c.key === s.key)}
+
+                {@const isOverall = meta?.isOverall ?? s.key === "average"}
+
+                <Area
+
+                  {...getAreaProps(s, i)}
+
+                  fill={isOverall && !showSubjectTrends
+
+                    ? `url(#${chartUid})`
+
+                    : isOverall
+
+                      ? accentColor()
+
+                      : "transparent"}
+
+                  fill-opacity={isOverall ? (showSubjectTrends ? 0.08 : 0.35) : 0}
+
+                  stroke={meta?.color ?? s.color}
+
+                  style={`stroke: ${meta?.color ?? s.color}`}
+
+                />
+
+              {/each}
+
+            </ChartClipPath>
+
+          {/snippet}
+
+          {#snippet tooltip()}
+
+            <Chart.Tooltip
+
+              labelFormatter={(v: Date) =>
+
+                v.toLocaleDateString("en-US", {
+
+                  month: "long",
+
+                  day: "numeric",
+
+                  year: "numeric",
+
+                })}
+
+              indicator="line"
+
+            />
+
+          {/snippet}
+
+        </AreaChart>
+
+      </Chart.Container>
+
+    {:else}
+
+      <div class="bsplus-analytics-card-empty">
+
+        <strong>No grade data for this range</strong>
+
+        <span>Complete assessments with released marks to see trends.</span>
+
+      </div>
+
+    {/if}
+
+  </div>
+
+
+
+  <footer class="bsplus-analytics-card-footer">
+
+    {#if trend().direction === "up"}
+
+      <span class="bsplus-analytics-trend-up"
+
+        >Trending up · {trend().percentage}% vs previous period</span
+
+      >
+
+    {:else if trend().direction === "down"}
+
+      <span class="bsplus-analytics-trend-down"
+
+        >Trending down · {trend().percentage}% vs previous period</span
+
+      >
+
+    {:else}
+
+      <span>Grades remain stable across this period</span>
+
+    {/if}
+
+    <br />
+
+    <span>
+
+      {filteredData().length} data points · {getTimeRangeLabel(timeRange)}
+
+      {#if showSubjectTrends && chartSeries().length > 1}
+
+        · {chartSeries().length - 1} subject{chartSeries().length - 1 === 1 ? "" : "s"}
+
+      {/if}
+
+    </span>
+
+  </footer>
+
+</article>
+
diff --git a/src/plugins/built-in/gradeAnalytics/AnalyticsBarChart.svelte b/src/plugins/built-in/gradeAnalytics/AnalyticsBarChart.svelte
new file mode 100644
index 00000000..c895b633
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/AnalyticsBarChart.svelte
@@ -0,0 +1,408 @@
+<script lang="ts">
+
+  import { onMount } from "svelte";
+
+  import { scaleBand, scaleLinear } from "d3-scale";
+
+  import { BarChart } from "layerchart";
+
+  import * as Chart from "./chart/index";
+
+  import { cubicInOut } from "svelte/easing";
+
+  import { getUserInfo } from "@/seqta/ui/AddBetterSEQTAElements";
+
+  import type { Assessment } from "./types";
+
+  import { getTimeRangeLabel, type TimeRange } from "./timeRange";
+
+  import {
+
+    buildGradeDistribution,
+
+    DISTRIBUTION_MODE_OPTIONS,
+
+    type DistributionMode,
+
+  } from "./gradeDistribution";
+
+  import { loadDistributionMode, saveDistributionMode } from "./storage";
+
+
+
+  interface Props {
+
+    data: Assessment[];
+
+    timeRange: TimeRange;
+
+  }
+
+
+
+  let { data, timeRange }: Props = $props();
+
+
+
+  let distributionMode: DistributionMode = $state("auto");
+
+  let modeReady = $state(false);
+
+  let studentId: number | null = $state(null);
+
+
+
+  const accentColor =
+
+    "var(--bsplus-analytics-accent, var(--better-main, #007bff))";
+
+
+
+  const distribution = $derived(() =>
+
+    buildGradeDistribution(data, distributionMode),
+
+  );
+
+
+
+  const chartData = $derived(() =>
+
+    distribution().buckets.map((b) => ({
+
+      grade: b.label,
+
+      count: b.count,
+
+      minPercent: b.minPercent,
+
+      maxPercent: b.maxPercent,
+
+    })),
+
+  );
+
+  const useLetterScaleLabels = $derived(() => distribution().modeUsed === "letter");
+
+  function formatXTick(label: string): string {
+
+    if (!useLetterScaleLabels()) return label;
+
+    const row = chartData().find((d) => d.grade === label);
+
+    if (
+
+      row?.minPercent !== undefined &&
+
+      row?.maxPercent !== undefined &&
+
+      !(row.minPercent === 0 && row.maxPercent === 100)
+
+    ) {
+
+      return `${label}\n${Math.round(row.minPercent)}–${Math.round(row.maxPercent)}%`;
+
+    }
+
+    return label;
+
+  }
+
+
+
+  const chartConfig = $derived(() => {
+
+    const config: Chart.ChartConfig = {
+
+      count: { label: "Assessments", color: accentColor },
+
+    };
+
+    return config;
+
+  });
+
+
+
+  const yMax = $derived(Math.max(1, ...chartData().map((d) => d.count)));
+
+
+
+  const yScale = $derived(scaleLinear().domain([0, yMax]).nice());
+
+
+
+  const totalAssessments = $derived(distribution().gradedCount);
+
+
+
+  const modeOptionLabel = $derived(
+
+    DISTRIBUTION_MODE_OPTIONS.find((o) => o.value === distributionMode)?.label ??
+
+      "Auto",
+
+  );
+
+
+
+  const subtitle = $derived(() => {
+
+    const d = distribution();
+
+    if (d.modeUsed === "letter") {
+
+      return `Assessments per letter grade · ${getTimeRangeLabel(timeRange)}`;
+
+    }
+
+    return `Assessments per grade band · ${getTimeRangeLabel(timeRange)}`;
+
+  });
+
+
+
+  onMount(async () => {
+
+    try {
+
+      const info = await getUserInfo();
+
+      if (info?.id) {
+
+        studentId = info.id;
+
+        const saved = await loadDistributionMode(location.origin, info.id);
+
+        if (saved) distributionMode = saved;
+
+      }
+
+    } catch {
+
+      /* use default */
+
+    } finally {
+
+      modeReady = true;
+
+    }
+
+  });
+
+
+
+  async function onModeChange(next: DistributionMode) {
+
+    distributionMode = next;
+
+    if (studentId != null) {
+
+      await saveDistributionMode(location.origin, studentId, next);
+
+    }
+
+  }
+
+</script>
+
+
+
+<article class="bsplus-analytics-card">
+
+  <header class="bsplus-analytics-card-header bsplus-analytics-card-header-split">
+
+    <div>
+
+      <h3 class="bsplus-analytics-card-title">Grade distribution</h3>
+
+      <p class="bsplus-analytics-card-desc">{subtitle()}</p>
+
+    </div>
+
+    <div class="bsplus-analytics-card-controls">
+
+      <label class="bsplus-analytics-card-control">
+
+        <span class="bsplus-analytics-field-label">Grouping</span>
+
+        <select
+
+          class="bsplus-analytics-select bsplus-analytics-select-compact"
+
+          value={distributionMode}
+
+          disabled={!modeReady}
+
+          aria-label="Grade distribution grouping"
+
+          onchange={(e) => onModeChange(e.currentTarget.value as DistributionMode)}
+
+        >
+
+          {#each DISTRIBUTION_MODE_OPTIONS as option}
+
+            <option value={option.value} title={option.description}>{option.label}</option>
+
+          {/each}
+
+        </select>
+
+      </label>
+
+    </div>
+
+  </header>
+
+
+
+  <div class="bsplus-analytics-card-body">
+
+    {#if totalAssessments > 0 && chartData().length > 0}
+
+      <Chart.Container config={chartConfig()} class="bsplus-chart-surface bsplus-chart-surface-bar w-full">
+
+        <BarChart
+
+          data={chartData()}
+
+          xScale={scaleBand().padding(distribution().modeUsed === "letter" ? 0.22 : 0.28)}
+
+          yScale={yScale()}
+
+          x="grade"
+
+          y="count"
+
+          axis={true}
+
+          grid={true}
+
+          series={[
+
+            {
+
+              key: "count",
+
+              label: "Assessments",
+
+              color: accentColor,
+
+            },
+
+          ]}
+
+          props={{
+
+            bars: {
+
+              stroke: "none",
+
+              fill: accentColor,
+
+              rounded: "all",
+
+              radius: 10,
+
+              insets: { top: 4, bottom: 0, left: 4, right: 4 },
+
+              motion: {
+
+                y: { type: "tween", duration: 600, easing: cubicInOut },
+
+                height: { type: "tween", duration: 600, easing: cubicInOut },
+
+              },
+
+            },
+
+            highlight: { area: { fill: "none" } },
+
+            xAxis: {
+
+              format: (d: string) => formatXTick(d),
+
+              tickMultiline: useLetterScaleLabels(),
+
+              tickLabelProps: useLetterScaleLabels()
+
+                ? { class: "bsplus-bar-tick-label" }
+
+                : undefined,
+
+            },
+
+            yAxis: {
+
+              label: "Assessments",
+
+              format: (d: number) => (Number.isInteger(d) ? String(d) : ""),
+
+              ticks: 5,
+
+            },
+
+          }}
+
+        >
+
+          {#snippet tooltip()}
+
+            <Chart.Tooltip hideLabel />
+
+          {/snippet}
+
+        </BarChart>
+
+      </Chart.Container>
+
+      {#if distribution().modeUsed === "letter"}
+
+        <p class="bsplus-analytics-scale-hint">{distribution().scaleLabel}</p>
+
+      {/if}
+
+    {:else}
+
+      <div class="bsplus-analytics-card-empty">
+
+        <strong>No graded assessments</strong>
+
+        <span>for {getTimeRangeLabel(timeRange).toLowerCase()}</span>
+
+      </div>
+
+    {/if}
+
+  </div>
+
+
+
+  <footer class="bsplus-analytics-card-footer">
+
+    {#if distribution().averagePercent !== null}
+
+      Average <strong>{distribution().averagePercent}%</strong>
+
+    {:else}
+
+      Average <strong>—</strong>
+
+    {/if}
+
+    across {totalAssessments} assessment{totalAssessments === 1 ? "" : "s"}
+
+    {#if distributionMode === "auto" && distribution().modeUsed === "letter"}
+
+      <span class="bsplus-analytics-footer-muted"> · letter scale detected</span>
+
+    {:else if distributionMode !== "auto"}
+
+      <span class="bsplus-analytics-footer-muted"> · {modeOptionLabel} grouping</span>
+
+    {/if}
+
+  </footer>
+
+</article>
+
diff --git a/src/plugins/built-in/gradeAnalytics/AssessmentTable.svelte b/src/plugins/built-in/gradeAnalytics/AssessmentTable.svelte
new file mode 100644
index 00000000..0db5cd33
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/AssessmentTable.svelte
@@ -0,0 +1,152 @@
+<script lang="ts">
+  import type { Assessment } from "./types";
+
+  interface Props {
+    data: Assessment[];
+  }
+
+  let { data }: Props = $props();
+
+  let currentPage = $state(0);
+  let itemsPerPage = $state(10);
+  let sortColumn = $state<keyof Assessment | null>("due");
+  let sortDirection = $state<"asc" | "desc">("desc");
+
+  const sortedData = $derived.by(() => {
+    const list = [...data];
+    if (!sortColumn) return list;
+    list.sort((a, b) => {
+      const av = a[sortColumn!];
+      const bv = b[sortColumn!];
+      if (av === bv) return 0;
+      if (av == null) return 1;
+      if (bv == null) return -1;
+      const cmp = av < bv ? -1 : 1;
+      return sortDirection === "asc" ? cmp : -cmp;
+    });
+    return list;
+  });
+
+  const pageCount = $derived(Math.max(1, Math.ceil(sortedData.length / itemsPerPage)));
+  const pageData = $derived(
+    sortedData.slice(
+      currentPage * itemsPerPage,
+      (currentPage + 1) * itemsPerPage,
+    ),
+  );
+
+  function toggleSort(column: keyof Assessment) {
+    if (sortColumn === column) {
+      sortDirection = sortDirection === "asc" ? "desc" : "asc";
+    } else {
+      sortColumn = column;
+      sortDirection = "asc";
+    }
+    currentPage = 0;
+  }
+
+  function formatStatus(status: string) {
+    return status.replace(/_/g, " ").toLowerCase().replace(/\b\w/g, (c) => c.toUpperCase());
+  }
+
+  function gradeDisplay(a: Assessment) {
+    if (a.finalGrade !== undefined) {
+      return a.letterGrade
+        ? `${a.finalGrade}% (${a.letterGrade})`
+        : `${a.finalGrade}%`;
+    }
+    return a.letterGrade ?? "—";
+  }
+</script>
+
+<section class="bsplus-analytics-table-wrap">
+  <header class="bsplus-analytics-table-header">
+    <h2>Assessment history</h2>
+  </header>
+
+  <div class="bsplus-analytics-table-scroll">
+    <table class="bsplus-analytics-table">
+      <thead>
+        <tr>
+          {#each [
+            ["title", "Title"],
+            ["subject", "Subject"],
+            ["due", "Due"],
+            ["status", "Status"],
+            ["finalGrade", "Grade"],
+          ] as [col, label]}
+            <th>
+              <button type="button" onclick={() => toggleSort(col as keyof Assessment)}>
+                {label}
+                {#if sortColumn === col}
+                  {sortDirection === "asc" ? " ↑" : " ↓"}
+                {/if}
+              </button>
+            </th>
+          {/each}
+        </tr>
+      </thead>
+      <tbody>
+        {#each pageData as row (row.id)}
+          <tr>
+            <td class="cell-title" title={row.title}>{row.title}</td>
+            <td>{row.subject}</td>
+            <td style="white-space: nowrap">
+              {new Date(row.due).toLocaleDateString(undefined, {
+                day: "numeric",
+                month: "short",
+                year: "numeric",
+              })}
+            </td>
+            <td>{formatStatus(row.status)}</td>
+            <td>
+              {#if row.finalGrade !== undefined}
+                <span class="bsplus-analytics-grade-pill">{gradeDisplay(row)}</span>
+              {:else}
+                {gradeDisplay(row)}
+              {/if}
+            </td>
+          </tr>
+        {:else}
+          <tr>
+            <td colspan="5" style="text-align: center; padding: 2rem; color: var(--bsplus-analytics-muted)">
+              No assessments match your filters
+            </td>
+          </tr>
+        {/each}
+      </tbody>
+    </table>
+  </div>
+
+  <footer class="bsplus-analytics-table-footer">
+    <label>
+      Rows per page
+      <select bind:value={itemsPerPage} onchange={() => (currentPage = 0)}>
+        {#each [5, 10, 20, 50] as n}
+          <option value={n}>{n}</option>
+        {/each}
+      </select>
+    </label>
+    <div style="display: flex; align-items: center; gap: 0.5rem;">
+      <button
+        type="button"
+        class="bsplus-analytics-btn bsplus-analytics-btn-ghost"
+        style="padding: 0.4rem 0.85rem; font-size: 0.8125rem;"
+        disabled={currentPage === 0}
+        onclick={() => currentPage--}
+      >
+        Previous
+      </button>
+      <span>Page {currentPage + 1} of {pageCount}</span>
+      <button
+        type="button"
+        class="bsplus-analytics-btn bsplus-analytics-btn-ghost"
+        style="padding: 0.4rem 0.85rem; font-size: 0.8125rem;"
+        disabled={currentPage >= pageCount - 1}
+        onclick={() => currentPage++}
+      >
+        Next
+      </button>
+    </div>
+  </footer>
+</section>
diff --git a/src/plugins/built-in/gradeAnalytics/GradeAnalyticsPage.svelte b/src/plugins/built-in/gradeAnalytics/GradeAnalyticsPage.svelte
new file mode 100644
index 00000000..43eab2d3
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/GradeAnalyticsPage.svelte
@@ -0,0 +1,436 @@
+<script lang="ts">
+  import { onMount, onDestroy } from "svelte";
+  import { fade } from "svelte/transition";
+  import type { Assessment } from "./types";
+  import {
+    loadGradeAnalytics,
+    syncGradeAnalytics,
+    getCacheTtlMs,
+  } from "./api";
+  import AnalyticsAreaChart from "./AnalyticsAreaChart.svelte";
+  import AnalyticsBarChart from "./AnalyticsBarChart.svelte";
+  import AssessmentTable from "./AssessmentTable.svelte";
+  import {
+    filterAssessmentsByTimeRange,
+    getTimeRangeLabel,
+    TIME_RANGE_OPTIONS,
+    type TimeRange,
+  } from "./timeRange";
+
+  let analyticsData: Assessment[] | null = $state(null);
+  let loading = $state(true);
+  let syncing = $state(false);
+  let lastUpdated: Date | null = $state(null);
+  let timestampRefresh = $state(0);
+  let error: string | null = $state(null);
+
+  let filterSubjects: string[] = $state([]);
+  let filterSearch = $state("");
+  let gradeRange = $state([0, 100]);
+  let showSubjectsDropdown = $state(false);
+  let showTimeRangeDropdown = $state(false);
+  let timeRange: TimeRange = $state("all");
+  let showSubjectTrends = $state(false);
+
+  let timestampInterval: ReturnType<typeof setInterval> | null = null;
+
+  const formattedTimestamp = $derived(() => {
+    if (!lastUpdated) return "";
+    timestampRefresh;
+    return formatLastUpdated(lastUpdated);
+  });
+
+  const uniqueSubjects = $derived(() => {
+    if (!analyticsData) return [];
+    return [...new Set(analyticsData.map((a) => a.subject))].sort();
+  });
+
+  const filteredData = $derived(() => {
+    if (!analyticsData) return [];
+    const [minG, maxG] = gradeRange;
+    return analyticsData.filter((a) => {
+      if (filterSubjects.length && !filterSubjects.includes(a.subject)) return false;
+      const grade = a.finalGrade ?? -1;
+      if (grade < minG || grade > maxG) return false;
+      if (
+        filterSearch &&
+        !a.title.toLowerCase().includes(filterSearch.toLowerCase()) &&
+        !a.subject.toLowerCase().includes(filterSearch.toLowerCase())
+      ) {
+        return false;
+      }
+      return true;
+    });
+  });
+
+  const timeScopedData = $derived(() =>
+    filterAssessmentsByTimeRange(filteredData(), timeRange),
+  );
+
+  const gradedFiltered = $derived(() =>
+    timeScopedData().filter((a) => a.finalGrade !== undefined),
+  );
+
+  const statsAverage = $derived.by(() => {
+    const graded = gradedFiltered();
+    if (!graded.length) return null;
+    const sum = graded.reduce((acc, a) => acc + (a.finalGrade ?? 0), 0);
+    return Math.round((sum / graded.length) * 10) / 10;
+  });
+
+  const statsSubjectCount = $derived(
+    new Set(timeScopedData().map((a) => a.subject)).size,
+  );
+
+  function formatLastUpdated(date: Date): string {
+    const now = new Date();
+    const diffMs = now.getTime() - date.getTime();
+    const diffMins = Math.floor(diffMs / 60000);
+    const diffHours = Math.floor(diffMs / 3600000);
+    const diffDays = Math.floor(diffMs / 86400000);
+    if (diffMins < 1) return "Just now";
+    if (diffMins < 60) return `${diffMins} minute${diffMins === 1 ? "" : "s"} ago`;
+    if (diffHours < 24) return `${diffHours} hour${diffHours === 1 ? "" : "s"} ago`;
+    if (diffDays < 7) return `${diffDays} day${diffDays === 1 ? "" : "s"} ago`;
+    return date.toLocaleString();
+  }
+
+  async function runSync() {
+    syncing = true;
+    error = null;
+    try {
+      const result = await syncGradeAnalytics();
+      analyticsData = result.assessments;
+      lastUpdated = new Date(result.updatedAt);
+    } catch (e) {
+      console.error("[BetterSEQTA+] Analytics sync failed:", e);
+      error =
+        "Failed to sync analytics data. Showing cached data if available.";
+    } finally {
+      syncing = false;
+    }
+  }
+
+  function clearFilters() {
+    filterSubjects = [];
+    filterSearch = "";
+    gradeRange = [0, 100];
+  }
+
+  function hasActiveFilters() {
+    return !!(
+      filterSubjects.length ||
+      filterSearch ||
+      gradeRange[0] !== 0 ||
+      gradeRange[1] !== 100
+    );
+  }
+
+  function toggleSubject(subject: string) {
+    if (filterSubjects.includes(subject)) {
+      filterSubjects = filterSubjects.filter((s) => s !== subject);
+    } else {
+      filterSubjects = [...filterSubjects, subject];
+    }
+  }
+
+  const timeRangeLabel = $derived(() => getTimeRangeLabel(timeRange));
+
+  function closeToolbarDropdowns() {
+    showSubjectsDropdown = false;
+    showTimeRangeDropdown = false;
+  }
+
+  /** Shadow DOM retargets `event.target`; use the full composed path for outside-click. */
+  function isInsideToolbarDropdown(event: Event): boolean {
+    return event.composedPath().some((node) => {
+      if (!(node instanceof Element)) return false;
+      return node.closest("[data-analytics-dropdown]") !== null;
+    });
+  }
+
+  function selectTimeRange(value: TimeRange) {
+    timeRange = value;
+    showTimeRangeDropdown = false;
+  }
+
+  onMount(async () => {
+    timestampInterval = setInterval(() => {
+      timestampRefresh = Date.now();
+    }, 60000);
+
+    try {
+      const result = await loadGradeAnalytics();
+      analyticsData = result.assessments;
+      lastUpdated = result.updatedAt ? new Date(result.updatedAt) : null;
+    } catch (e) {
+      console.error("[BetterSEQTA+] Failed to load analytics:", e);
+      analyticsData = [];
+    } finally {
+      loading = false;
+    }
+
+    const ttl = getCacheTtlMs(24);
+    const needsSync =
+      !lastUpdated || Date.now() - lastUpdated.getTime() > ttl;
+    if (needsSync) {
+      void runSync();
+    }
+  });
+
+  onDestroy(() => {
+    if (timestampInterval) clearInterval(timestampInterval);
+  });
+</script>
+
+<svelte:window
+  onclick={(e) => {
+    if (!isInsideToolbarDropdown(e)) {
+      closeToolbarDropdowns();
+    }
+  }}
+/>
+
+<div class="bsplus-analytics-root">
+  <header class="bsplus-analytics-header bsplus-analytics-animate">
+    <div class="bsplus-analytics-header-text">
+      <h1>
+        Analytics
+        {#if syncing}
+          <span class="bsplus-analytics-badge">
+            <span class="bsplus-analytics-badge-dot" aria-hidden="true"></span>
+            Syncing
+          </span>
+        {/if}
+      </h1>
+      <p>Track your academic performance and progress over time</p>
+      {#if lastUpdated && analyticsData && analyticsData.length > 0}
+        <p class="bsplus-analytics-meta">Last updated: {formattedTimestamp()}</p>
+      {/if}
+    </div>
+    <button
+      type="button"
+      class="bsplus-analytics-btn bsplus-analytics-btn-primary"
+      disabled={syncing}
+      onclick={() => runSync()}
+    >
+      {syncing ? "Syncing…" : "Refresh data"}
+    </button>
+  </header>
+
+  {#if error}
+    <p class="bsplus-analytics-alert bsplus-analytics-animate" role="alert" transition:fade={{ duration: 200 }}>
+      {error}
+    </p>
+  {/if}
+
+  {#if loading}
+    <div class="bsplus-analytics-loading bsplus-analytics-animate">
+      <div class="bsplus-analytics-spinner" aria-label="Loading analytics"></div>
+    </div>
+  {:else if analyticsData && analyticsData.length > 0}
+    <section
+      class="bsplus-analytics-stats bsplus-analytics-animate bsplus-analytics-delay-1"
+      aria-label="Summary statistics"
+    >
+      <div class="bsplus-analytics-stat">
+        <div class="bsplus-analytics-stat-label">Average grade</div>
+        <div class="bsplus-analytics-stat-value bsplus-analytics-stat-value-accent">
+          {statsAverage !== null ? `${statsAverage}%` : "—"}
+        </div>
+      </div>
+      <div class="bsplus-analytics-stat">
+        <div class="bsplus-analytics-stat-label">Graded shown</div>
+        <div class="bsplus-analytics-stat-value">{gradedFiltered().length}</div>
+      </div>
+      <div class="bsplus-analytics-stat">
+        <div class="bsplus-analytics-stat-label">Subjects</div>
+        <div class="bsplus-analytics-stat-value">{statsSubjectCount}</div>
+      </div>
+    </section>
+
+    <div class="bsplus-analytics-toolbar bsplus-analytics-animate bsplus-analytics-delay-2">
+      <div
+        class="bsplus-analytics-field bsplus-analytics-toolbar-dropdown-field"
+        data-analytics-dropdown
+      >
+        <span class="bsplus-analytics-field-label">Time period</span>
+        <div class="bsplus-analytics-dropdown" data-analytics-dropdown>
+          <button
+            type="button"
+            class="bsplus-analytics-dropdown-trigger"
+            onclick={(e) => {
+              e.stopPropagation();
+              showSubjectsDropdown = false;
+              showTimeRangeDropdown = !showTimeRangeDropdown;
+            }}
+            aria-expanded={showTimeRangeDropdown}
+            aria-haspopup="listbox"
+            aria-label="Time period for analytics"
+          >
+            {timeRangeLabel()}
+          </button>
+          {#if showTimeRangeDropdown}
+            <div class="bsplus-analytics-dropdown-menu" role="listbox">
+              {#each TIME_RANGE_OPTIONS as option (option.value)}
+                {@const selected = timeRange === option.value}
+                <button
+                  type="button"
+                  class="bsplus-analytics-dropdown-item"
+                  class:is-selected={selected}
+                  role="option"
+                  aria-selected={selected}
+                  onclick={() => selectTimeRange(option.value)}
+                >
+                  <span class="bsplus-analytics-dropdown-check"
+                    >{selected ? "✓" : ""}</span
+                  >
+                  <span>{option.label}</span>
+                </button>
+              {/each}
+            </div>
+          {/if}
+        </div>
+      </div>
+
+      <div
+        class="bsplus-analytics-field bsplus-analytics-toolbar-dropdown-field"
+        data-analytics-dropdown
+      >
+        <span class="bsplus-analytics-field-label">Subjects</span>
+        <div class="bsplus-analytics-dropdown" data-analytics-dropdown>
+          <button
+            type="button"
+            class="bsplus-analytics-dropdown-trigger"
+            onclick={(e) => {
+              e.stopPropagation();
+              showTimeRangeDropdown = false;
+              showSubjectsDropdown = !showSubjectsDropdown;
+            }}
+            aria-expanded={showSubjectsDropdown}
+            aria-haspopup="listbox"
+          >
+            {#if filterSubjects.length === 0}
+              All subjects
+            {:else if filterSubjects.length === 1}
+              {filterSubjects[0]}
+            {:else}
+              {filterSubjects.length} selected
+            {/if}
+          </button>
+          {#if showSubjectsDropdown}
+            <div class="bsplus-analytics-dropdown-menu" role="listbox">
+              <button
+                type="button"
+                class="bsplus-analytics-dropdown-item"
+                class:is-selected={filterSubjects.length === 0}
+                onclick={() => {
+                  filterSubjects = [];
+                  showSubjectsDropdown = false;
+                }}
+              >
+                <span class="bsplus-analytics-dropdown-check"
+                  >{filterSubjects.length === 0 ? "✓" : ""}</span
+                >
+                All subjects
+              </button>
+              {#each uniqueSubjects() as subject}
+                {@const selected = filterSubjects.includes(subject)}
+                <button
+                  type="button"
+                  class="bsplus-analytics-dropdown-item"
+                  class:is-selected={selected}
+                  onclick={() => toggleSubject(subject)}
+                >
+                  <span class="bsplus-analytics-dropdown-check"
+                    >{selected ? "✓" : ""}</span
+                  >
+                  <span style="overflow:hidden;text-overflow:ellipsis">{subject}</span>
+                </button>
+              {/each}
+            </div>
+          {/if}
+        </div>
+      </div>
+
+      <div class="bsplus-analytics-field bsplus-analytics-grade-range">
+        <span class="bsplus-analytics-field-label">Grade range</span>
+        <div class="bsplus-analytics-range-row">
+          <input type="range" min="0" max="100" bind:value={gradeRange[0]} />
+          <input type="range" min="0" max="100" bind:value={gradeRange[1]} />
+          <span class="bsplus-analytics-range-value"
+            >{gradeRange[0]}% – {gradeRange[1]}%</span
+          >
+        </div>
+      </div>
+
+      <div class="bsplus-analytics-field bsplus-analytics-toolbar-search">
+        <span class="bsplus-analytics-field-label">Search</span>
+        <input
+          type="search"
+          class="bsplus-analytics-input"
+          bind:value={filterSearch}
+          placeholder="Search assessments…"
+        />
+      </div>
+
+      <label class="bsplus-analytics-checkbox">
+        <input type="checkbox" bind:checked={showSubjectTrends} />
+        <span>Show per-subject trends on chart</span>
+      </label>
+    </div>
+
+    <div class="bsplus-analytics-charts">
+      {#key filteredData().length + "-" + gradeRange.join(",") + filterSearch + filterSubjects.join("|") + timeRange + String(showSubjectTrends)}
+        <div class="bsplus-analytics-animate bsplus-analytics-delay-3">
+          <AnalyticsAreaChart
+            data={gradedFiltered()}
+            {timeRange}
+            showSubjectTrends={showSubjectTrends}
+          />
+        </div>
+        <div class="bsplus-analytics-animate bsplus-analytics-delay-4">
+          <AnalyticsBarChart data={gradedFiltered()} {timeRange} />
+        </div>
+      {/key}
+    </div>
+
+    <div class="bsplus-analytics-animate bsplus-analytics-delay-4" style="animation-delay: 400ms;">
+      <AssessmentTable data={timeScopedData()} />
+    </div>
+
+    <footer class="bsplus-analytics-footer">
+      <span>
+        {timeScopedData().length} of {analyticsData.length} assessments shown
+        {#if gradedFiltered().length !== timeScopedData().length}
+          ({gradedFiltered().length} with grades)
+        {/if}
+      </span>
+      {#if hasActiveFilters()}
+        <button
+          type="button"
+          class="bsplus-analytics-btn bsplus-analytics-btn-ghost"
+          onclick={clearFilters}
+        >
+          Clear filters
+        </button>
+      {/if}
+    </footer>
+  {:else}
+    <div class="bsplus-analytics-empty bsplus-analytics-animate" transition:fade={{ duration: 300 }}>
+      <h2>No analytics data yet</h2>
+      <p>
+        Data syncs when you visit this page. Assessments with released marks will
+        appear here with trends and grade breakdowns.
+      </p>
+      <button
+        type="button"
+        class="bsplus-analytics-btn bsplus-analytics-btn-primary"
+        disabled={syncing}
+        onclick={() => runSync()}
+      >
+        Sync now
+      </button>
+    </div>
+  {/if}
+</div>
diff --git a/src/plugins/built-in/gradeAnalytics/api.ts b/src/plugins/built-in/gradeAnalytics/api.ts
new file mode 100644
index 00000000..fc2ddf5c
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/api.ts
@@ -0,0 +1,354 @@
+import { getUserInfo } from "@/seqta/ui/AddBetterSEQTAElements";
+import { settingsState } from "@/seqta/utils/listeners/SettingsState";
+import { getMockGradeAnalyticsData } from "@/seqta/ui/dev/hideSensitiveContent";
+import {
+  extractLetterGradeStringFromPayload,
+  resolveNumericGradeFromAssessmentPayload,
+} from "./letterGradeScale";
+import { loadAnalyticsCache, saveAnalyticsCache } from "./storage";
+import type { Assessment, AssessmentStatus } from "./types";
+
+const PAST_FETCH_CONCURRENCY = 8;
+const DEFAULT_CACHE_TTL_MS = 24 * 60 * 60 * 1000;
+
+interface Subject {
+  code: string;
+  programme: number;
+  metaclass: number;
+}
+
+async function fetchJSON(url: string, body: Record<string, unknown>) {
+  const res = await fetch(`${location.origin}${url}`, {
+    method: "POST",
+    credentials: "include",
+    headers: { "Content-Type": "application/json; charset=utf-8" },
+    body: JSON.stringify(body),
+  });
+  return res.json();
+}
+
+function isValidDate(dateStr: string): boolean {
+  const date = new Date(dateStr);
+  return date instanceof Date && !isNaN(date.getTime());
+}
+
+export function parseAssessment(data: unknown): Assessment | null {
+  try {
+    if (!data || typeof data !== "object") return null;
+    const raw = data as Record<string, unknown>;
+
+    const letterGrade = extractLetterGradeStringFromPayload(
+      raw as Parameters<typeof extractLetterGradeStringFromPayload>[0],
+    );
+    let finalGrade = resolveNumericGradeFromAssessmentPayload(
+      raw as Parameters<typeof resolveNumericGradeFromAssessmentPayload>[0],
+    );
+    if (
+      finalGrade !== undefined &&
+      (typeof finalGrade !== "number" || isNaN(finalGrade))
+    ) {
+      finalGrade = undefined;
+    }
+
+    const assessment: Assessment = {
+      id: Number(raw.id),
+      title: String(raw.title || ""),
+      subject: String(raw.subject || raw.code || ""),
+      status: String(raw.status || "PENDING") as AssessmentStatus,
+      due: String(raw.due || raw.date || raw.dueDate || ""),
+      code: String(raw.code || raw.subject || ""),
+      metaclassID: Number(raw.metaclassID ?? raw.metaclass ?? 0),
+      programmeID: Number(raw.programmeID ?? raw.programme ?? 0),
+      graded: Boolean(raw.graded),
+      overdue: Boolean(raw.overdue),
+      hasFeedback: Boolean(raw.hasFeedback),
+      reflectionsEnabled: Boolean(raw.reflectionsEnabled),
+      reflectionsCompleted: Boolean(raw.reflectionsCompleted),
+      expectationsEnabled: Boolean(raw.expectationsEnabled),
+      expectationsCompleted: Boolean(raw.expectationsCompleted),
+      availability: String(raw.availability || ""),
+      finalGrade,
+      letterGrade,
+    };
+
+    if (
+      !assessment.id ||
+      !assessment.title ||
+      !assessment.subject ||
+      !isValidDate(assessment.due)
+    ) {
+      return null;
+    }
+
+    return assessment;
+  } catch {
+    return null;
+  }
+}
+
+function jsonGradeToString(grade: unknown): string | undefined {
+  if (typeof grade === "string") return grade.trim() || undefined;
+  if (typeof grade === "number") return String(grade);
+  return undefined;
+}
+
+function extractFinalGrade(assessment: Record<string, unknown>): number | undefined {
+  if (assessment.status !== "MARKS_RELEASED") return undefined;
+
+  const criteria = assessment.criteria as
+    | { results?: { percentage?: unknown } }[]
+    | undefined;
+  if (criteria?.[0]?.results?.percentage !== undefined) {
+    const n = Number(criteria[0].results!.percentage);
+    if (!isNaN(n)) return n;
+  }
+
+  const results = assessment.results as { percentage?: unknown } | undefined;
+  if (results?.percentage !== undefined) {
+    const n = Number(results.percentage);
+    if (!isNaN(n)) return n;
+  }
+
+  if (assessment.finalGrade !== undefined && assessment.finalGrade !== null) {
+    const n = Number(assessment.finalGrade);
+    if (!isNaN(n)) return n;
+  }
+
+  const letter = extractLetterGradeStringFromPayload(
+    assessment as Parameters<typeof extractLetterGradeStringFromPayload>[0],
+  );
+  if (letter) {
+    const approx = resolveNumericGradeFromAssessmentPayload({
+      status: "MARKS_RELEASED",
+      letterGrade: letter,
+    });
+    if (approx !== undefined) return approx;
+  }
+
+  return undefined;
+}
+
+function extractLetterGrade(
+  assessment: Record<string, unknown>,
+): string | undefined {
+  if (assessment.status !== "MARKS_RELEASED") return undefined;
+
+  const criteria = assessment.criteria as
+    | { results?: { grade?: unknown } }[]
+    | undefined;
+  const c0 = criteria?.[0]?.results?.grade;
+  const fromCriteria = jsonGradeToString(c0);
+  if (fromCriteria) return fromCriteria;
+
+  const results = assessment.results as { grade?: unknown } | undefined;
+  const fromResults = jsonGradeToString(results?.grade);
+  if (fromResults) return fromResults;
+
+  return extractLetterGradeStringFromPayload(
+    assessment as Parameters<typeof extractLetterGradeStringFromPayload>[0],
+  );
+}
+
+/** All programme years / folders from SEQTA (active and inactive), matching DesQTA analytics. */
+function flattenSubjectFolders(payload: unknown): Subject[] {
+  if (!Array.isArray(payload)) return [];
+
+  const subjects: Subject[] = [];
+  for (const folder of payload) {
+    if (!folder || typeof folder !== "object") continue;
+    const list = (folder as { subjects?: Subject[] }).subjects;
+    if (!Array.isArray(list)) continue;
+
+    for (const raw of list) {
+      if (!raw || typeof raw !== "object") continue;
+      const programme = Number(
+        (raw as Subject).programme ?? (raw as { programmeID?: number }).programmeID,
+      );
+      const metaclass = Number(
+        (raw as Subject).metaclass ?? (raw as { metaclassID?: number }).metaclassID,
+      );
+      if (!programme || !metaclass || isNaN(programme) || isNaN(metaclass)) continue;
+
+      subjects.push({
+        code: String((raw as Subject).code ?? (raw as { subject?: string }).subject ?? ""),
+        programme,
+        metaclass,
+      });
+    }
+  }
+  return subjects;
+}
+
+/** Subjects implied by cached assessments (covers metaclasses no longer listed). */
+function subjectsFromAssessments(assessments: Assessment[]): Subject[] {
+  const map = new Map<string, Subject>();
+  for (const a of assessments) {
+    if (!a.programmeID || !a.metaclassID) continue;
+    const key = `${a.programmeID}-${a.metaclassID}`;
+    if (!map.has(key)) {
+      map.set(key, {
+        code: a.code || a.subject,
+        programme: a.programmeID,
+        metaclass: a.metaclassID,
+      });
+    }
+  }
+  return Array.from(map.values());
+}
+
+function dedupeSubjects(subjects: Subject[]): Subject[] {
+  const map = new Map<string, Subject>();
+  for (const s of subjects) {
+    map.set(`${s.programme}-${s.metaclass}`, s);
+  }
+  return Array.from(map.values());
+}
+
+async function loadAllSubjects(existingAssessments: Assessment[] = []): Promise<Subject[]> {
+  const res = await fetchJSON("/seqta/student/load/subjects?", {});
+  const fromFolders = flattenSubjectFolders(res.payload);
+  return dedupeSubjects([...fromFolders, ...subjectsFromAssessments(existingAssessments)]);
+}
+
+async function loadUpcoming(studentId: number): Promise<Record<string, unknown>[]> {
+  const res = await fetchJSON("/seqta/student/assessment/list/upcoming?", {
+    student: studentId,
+  });
+  return Array.isArray(res.payload) ? res.payload : [];
+}
+
+async function loadPastForSubject(
+  studentId: number,
+  subject: Subject,
+): Promise<Record<string, unknown>[]> {
+  const res = await fetchJSON("/seqta/student/assessment/list/past?", {
+    programme: subject.programme,
+    metaclass: subject.metaclass,
+    student: studentId,
+  });
+  const items: Record<string, unknown>[] = [];
+  const process = (assessment: unknown) => {
+    if (!assessment || typeof assessment !== "object") return;
+    const a = assessment as Record<string, unknown>;
+    if (!a.id) return;
+    items.push({
+      ...a,
+      programmeID: a.programmeID ?? a.programme ?? subject.programme,
+      metaclassID: a.metaclassID ?? a.metaclass ?? subject.metaclass,
+      code: a.code ?? a.subject ?? subject.code,
+    });
+  };
+  if (Array.isArray(res.payload?.pending)) {
+    res.payload.pending.forEach(process);
+  }
+  if (Array.isArray(res.payload?.tasks)) {
+    res.payload.tasks.forEach(process);
+  }
+  return items;
+}
+
+async function loadAllPast(
+  studentId: number,
+  subjects: Subject[],
+): Promise<Record<string, unknown>[]> {
+  const results: Record<string, unknown>[][] = [];
+  for (let i = 0; i < subjects.length; i += PAST_FETCH_CONCURRENCY) {
+    const batch = subjects.slice(i, i + PAST_FETCH_CONCURRENCY);
+    const batchResults = await Promise.all(
+      batch.map((s) => loadPastForSubject(studentId, s)),
+    );
+    results.push(...batchResults);
+  }
+  return results.flat();
+}
+
+function mergeRawAssessments(
+  existing: Assessment[],
+  rawItems: Record<string, unknown>[],
+): Assessment[] {
+  const existingMap = new Map<number, Assessment>();
+  for (const a of existing) {
+    existingMap.set(a.id, a);
+  }
+
+  for (const raw of rawItems) {
+    const id = Number(raw.id);
+    if (!id) continue;
+
+    const finalGrade = extractFinalGrade(raw);
+    const letterGrade = extractLetterGrade(raw);
+    if (finalGrade !== undefined) raw.finalGrade = finalGrade;
+    if (letterGrade !== undefined) raw.letterGrade = letterGrade;
+
+    const existingItem = existingMap.get(id);
+    if (existingItem?.finalGrade !== undefined && finalGrade === undefined) {
+      continue;
+    }
+
+    const parsed = parseAssessment(raw);
+    if (parsed) existingMap.set(id, parsed);
+  }
+
+  return Array.from(existingMap.values()).sort(
+    (a, b) => new Date(b.due).getTime() - new Date(a.due).getTime(),
+  );
+}
+
+export async function getStudentId(): Promise<number> {
+  const info = await getUserInfo();
+  const id = Number(info?.id);
+  if (!id || isNaN(id)) throw new Error("Could not resolve student ID");
+  return id;
+}
+
+export function getCacheTtlMs(cacheTtlHours = 24): number {
+  return cacheTtlHours * 60 * 60 * 1000;
+}
+
+export async function loadGradeAnalytics(
+  cacheTtlMs = getCacheTtlMs(),
+): Promise<{ assessments: Assessment[]; updatedAt: number | null; fromCache: boolean }> {
+  if (settingsState.hideSensitiveContent) {
+    const mock = getMockGradeAnalyticsData();
+    return { assessments: mock, updatedAt: Date.now(), fromCache: false };
+  }
+
+  const studentId = await getStudentId();
+  const cached = await loadAnalyticsCache(location.origin, studentId);
+  if (cached) {
+    const stale = Date.now() - cached.updatedAt > cacheTtlMs;
+    return {
+      assessments: cached.assessments,
+      updatedAt: cached.updatedAt,
+      fromCache: !stale,
+    };
+  }
+
+  return { assessments: [], updatedAt: null, fromCache: false };
+}
+
+export async function syncGradeAnalytics(): Promise<{
+  assessments: Assessment[];
+  updatedAt: number;
+}> {
+  if (settingsState.hideSensitiveContent) {
+    const mock = getMockGradeAnalyticsData();
+    return { assessments: mock, updatedAt: Date.now() };
+  }
+
+  const studentId = await getStudentId();
+  const cached = await loadAnalyticsCache(location.origin, studentId);
+  const existing = cached?.assessments ?? [];
+
+  const subjectList = await loadAllSubjects(existing);
+
+  const [upcoming, past] = await Promise.all([
+    loadUpcoming(studentId),
+    loadAllPast(studentId, subjectList),
+  ]);
+
+  const merged = mergeRawAssessments(existing, [...upcoming, ...past]);
+  await saveAnalyticsCache(location.origin, studentId, merged);
+
+  return { assessments: merged, updatedAt: Date.now() };
+}
diff --git a/src/plugins/built-in/gradeAnalytics/chart/chart-container.svelte b/src/plugins/built-in/gradeAnalytics/chart/chart-container.svelte
new file mode 100644
index 00000000..25bff61c
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/chart/chart-container.svelte
@@ -0,0 +1,39 @@
+<script lang="ts">
+  import type { HTMLAttributes } from "svelte/elements";
+  import ChartStyle from "./chart-style.svelte";
+  import { setChartContext, type ChartConfig } from "./chart-utils";
+
+  const uid = $props.id();
+
+  let {
+    ref = $bindable(null),
+    id = uid,
+    class: className = "",
+    children,
+    config,
+    ...restProps
+  }: HTMLAttributes<HTMLElement> & {
+    ref?: HTMLElement | null;
+    config: ChartConfig;
+    class?: string;
+  } = $props();
+
+  const chartId = $derived(`chart-${id || uid.replace(/:/g, "")}`);
+
+  setChartContext({
+    get config() {
+      return config;
+    },
+  });
+</script>
+
+<div
+  bind:this={ref}
+  data-chart={chartId}
+  data-slot="chart"
+  class="bsplus-chart-host {className}"
+  {...restProps}
+>
+  <ChartStyle id={chartId} {config} />
+  {@render children?.()}
+</div>
diff --git a/src/plugins/built-in/gradeAnalytics/chart/chart-style.svelte b/src/plugins/built-in/gradeAnalytics/chart/chart-style.svelte
new file mode 100644
index 00000000..f02ef305
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/chart/chart-style.svelte
@@ -0,0 +1,36 @@
+<script lang="ts">
+  import { THEMES, type ChartConfig } from "./chart-utils";
+
+  let { id, config }: { id: string; config: ChartConfig } = $props();
+
+  const colorConfig = $derived(
+    config
+      ? Object.entries(config).filter(([, c]) => c.theme || c.color)
+      : null,
+  );
+
+  const themeContents = $derived.by(() => {
+    if (!colorConfig?.length) return;
+
+    const themeContents: string[] = [];
+    for (const [_theme, prefix] of Object.entries(THEMES)) {
+      let content = `${prefix} [data-chart=${id}] {\n`;
+      const color = colorConfig.map(([key, itemConfig]) => {
+        const theme = _theme as keyof typeof itemConfig.theme;
+        const c = itemConfig.theme?.[theme] || itemConfig.color;
+        return c ? `\t--color-${key}: ${c};` : null;
+      });
+      content += color.filter(Boolean).join("\n") + "\n}";
+      themeContents.push(content);
+    }
+    return themeContents.join("\n");
+  });
+</script>
+
+{#if themeContents}
+  {#key id}
+    <svelte:element this={"style"}>
+      {themeContents}
+    </svelte:element>
+  {/key}
+{/if}
diff --git a/src/plugins/built-in/gradeAnalytics/chart/chart-tooltip.svelte b/src/plugins/built-in/gradeAnalytics/chart/chart-tooltip.svelte
new file mode 100644
index 00000000..1761dd59
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/chart/chart-tooltip.svelte
@@ -0,0 +1,157 @@
+<script lang="ts">
+  import type { HTMLAttributes } from "svelte/elements";
+  import type { Snippet } from "svelte";
+  import { getTooltipContext, Tooltip as TooltipPrimitive } from "layerchart";
+  import { cn } from "../utils/cn";
+  import {
+    getPayloadConfigFromPayload,
+    useChart,
+    type TooltipPayload,
+  } from "./chart-utils";
+
+  function defaultFormatter(value: unknown) {
+    return `${value}`;
+  }
+
+  let {
+    class: className,
+    hideLabel = false,
+    indicator = "dot",
+    hideIndicator = false,
+    labelKey,
+    label,
+    labelFormatter = defaultFormatter,
+    labelClassName,
+    formatter,
+    nameKey,
+    color,
+    ...restProps
+  }: HTMLAttributes<HTMLDivElement> & {
+    hideLabel?: boolean;
+    label?: string;
+    indicator?: "line" | "dot" | "dashed";
+    nameKey?: string;
+    labelKey?: string;
+    hideIndicator?: boolean;
+    labelClassName?: string;
+    labelFormatter?: (
+      value: unknown,
+      payload: TooltipPayload[],
+    ) => string | number | Snippet;
+    formatter?: Snippet<
+      [
+        {
+          value: unknown;
+          name: string;
+          item: TooltipPayload;
+          index: number;
+          payload: TooltipPayload[];
+        },
+      ]
+    >;
+  } = $props();
+
+  const chart = useChart();
+  const tooltipCtx = getTooltipContext();
+
+  const formattedLabel = $derived.by(() => {
+    if (hideLabel || !tooltipCtx.payload?.length) return null;
+
+    const [item] = tooltipCtx.payload;
+    const key = labelKey ?? item?.label ?? item?.name ?? "value";
+    const itemConfig = getPayloadConfigFromPayload(chart.config, item, key);
+    const value =
+      !labelKey && typeof label === "string"
+        ? (chart.config[label as keyof typeof chart.config]?.label ?? label)
+        : (itemConfig?.label ?? item.label);
+
+    if (value === undefined) return null;
+    if (!labelFormatter) return value;
+    return labelFormatter(value, tooltipCtx.payload);
+  });
+
+  const nestLabel = $derived(
+    tooltipCtx.payload.length === 1 && indicator !== "dot",
+  );
+</script>
+
+{#snippet TooltipLabel()}
+  {#if formattedLabel}
+    <div class={cn("font-medium text-zinc-900 dark:text-white", labelClassName)}>
+      {#if typeof formattedLabel === "function"}
+        {@render formattedLabel()}
+      {:else}
+        {formattedLabel}
+      {/if}
+    </div>
+  {/if}
+{/snippet}
+
+<TooltipPrimitive.Root variant="none">
+  <div
+    class={cn(
+      "grid min-w-[9rem] items-start gap-1.5 rounded-lg border border-zinc-200 dark:border-zinc-700 bg-white dark:bg-zinc-800 px-2.5 py-1.5 text-xs shadow-xl text-zinc-900 dark:text-white",
+      className,
+    )}
+    {...restProps}
+  >
+    {#if !nestLabel}
+      {@render TooltipLabel()}
+    {/if}
+    <div class="grid gap-1.5">
+      {#each tooltipCtx.payload as item, i (item.key + i)}
+        {@const key = `${nameKey || item.key || item.name || "value"}`}
+        {@const itemConfig = getPayloadConfigFromPayload(chart.config, item, key)}
+        {@const indicatorColor = color || item.payload?.color || item.color}
+        <div
+          class={cn(
+            "flex w-full flex-wrap items-stretch gap-2",
+            indicator === "dot" && "items-center",
+          )}
+        >
+          {#if formatter && item.value !== undefined && item.name}
+            {@render formatter({
+              value: item.value,
+              name: item.name,
+              item,
+              index: i,
+              payload: tooltipCtx.payload,
+            })}
+          {:else}
+            {#if !hideIndicator}
+              <div
+                style="background: {indicatorColor}; border-color: {indicatorColor};"
+                class={cn("shrink-0 rounded-[2px] border", {
+                  "size-2.5": indicator === "dot",
+                  "h-full w-1": indicator === "line",
+                  "w-0 border-[1.5px] border-dashed bg-transparent":
+                    indicator === "dashed",
+                })}
+              ></div>
+            {/if}
+            <div
+              class={cn(
+                "flex flex-1 shrink-0 justify-between leading-none",
+                nestLabel ? "items-end" : "items-center",
+              )}
+            >
+              <div class="grid gap-1.5">
+                {#if nestLabel}
+                  {@render TooltipLabel()}
+                {/if}
+                <span class="text-zinc-500 dark:text-zinc-400">
+                  {itemConfig?.label || item.name}
+                </span>
+              </div>
+              {#if item.value !== undefined}
+                <span class="font-mono font-medium tabular-nums">
+                  {item.value.toLocaleString()}
+                </span>
+              {/if}
+            </div>
+          {/if}
+        </div>
+      {/each}
+    </div>
+  </div>
+</TooltipPrimitive.Root>
diff --git a/src/plugins/built-in/gradeAnalytics/chart/chart-utils.ts b/src/plugins/built-in/gradeAnalytics/chart/chart-utils.ts
new file mode 100644
index 00000000..5b0348af
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/chart/chart-utils.ts
@@ -0,0 +1,80 @@
+import type { Tooltip } from "layerchart";
+import {
+  getContext,
+  setContext,
+  type Component,
+  type ComponentProps,
+  type Snippet,
+} from "svelte";
+
+export const THEMES = { light: "", dark: ".dark" } as const;
+
+export type ChartConfig = {
+  [k in string]: {
+    label?: string;
+    icon?: Component;
+  } & (
+    | { color?: string; theme?: never }
+    | { color?: never; theme: Record<keyof typeof THEMES, string> }
+  );
+};
+
+export type ExtractSnippetParams<T> = T extends Snippet<[infer P]> ? P : never;
+
+export type TooltipPayload = ExtractSnippetParams<
+  ComponentProps<typeof Tooltip.Root>["children"]
+>["payload"][number];
+
+export function getPayloadConfigFromPayload(
+  config: ChartConfig,
+  payload: TooltipPayload,
+  key: string,
+) {
+  if (typeof payload !== "object" || payload === null) return undefined;
+
+  const payloadPayload =
+    "payload" in payload &&
+    typeof payload.payload === "object" &&
+    payload.payload !== null
+      ? payload.payload
+      : undefined;
+
+  let configLabelKey: string = key;
+
+  if (payload.key === key) {
+    configLabelKey = payload.key;
+  } else if (payload.name === key) {
+    configLabelKey = payload.name;
+  } else if (
+    key in payload &&
+    typeof payload[key as keyof typeof payload] === "string"
+  ) {
+    configLabelKey = payload[key as keyof typeof payload] as string;
+  } else if (
+    payloadPayload !== undefined &&
+    key in payloadPayload &&
+    typeof payloadPayload[key as keyof typeof payloadPayload] === "string"
+  ) {
+    configLabelKey = payloadPayload[
+      key as keyof typeof payloadPayload
+    ] as string;
+  }
+
+  return configLabelKey in config
+    ? config[configLabelKey]
+    : config[key as keyof typeof config];
+}
+
+type ChartContextValue = {
+  config: ChartConfig;
+};
+
+const chartContextKey = Symbol("chart-context");
+
+export function setChartContext(value: ChartContextValue) {
+  return setContext(chartContextKey, value);
+}
+
+export function useChart() {
+  return getContext<ChartContextValue>(chartContextKey);
+}
diff --git a/src/plugins/built-in/gradeAnalytics/chart/index.ts b/src/plugins/built-in/gradeAnalytics/chart/index.ts
new file mode 100644
index 00000000..6e1f0bf4
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/chart/index.ts
@@ -0,0 +1,10 @@
+import ChartContainer from "./chart-container.svelte";
+import ChartTooltip from "./chart-tooltip.svelte";
+
+export { getPayloadConfigFromPayload, type ChartConfig } from "./chart-utils";
+export {
+  ChartContainer,
+  ChartTooltip,
+  ChartContainer as Container,
+  ChartTooltip as Tooltip,
+};
diff --git a/src/plugins/built-in/gradeAnalytics/core/index.ts b/src/plugins/built-in/gradeAnalytics/core/index.ts
new file mode 100644
index 00000000..9c9555cf
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/core/index.ts
@@ -0,0 +1,68 @@
+import type { Plugin } from "@/plugins/core/types";
+import { waitForElm } from "@/seqta/utils/waitForElm";
+import { isSeqtaEngageExperience } from "@/seqta/utils/isSeqtaEngage";
+import { loadAnalyticsPage } from "../loadAnalyticsPage";
+import styles from "../styles.css?inline";
+
+const ANALYTICS_MENU_CLASS = "betterseqta-grade-analytics-item";
+
+const gradeAnalyticsPlugin: Plugin<{}> = {
+  id: "grade-analytics",
+  name: "Grade Analytics",
+  description:
+    "Adds an analytics page with grade trends, distribution charts, and assessment history",
+  version: "1.0.0",
+  settings: {},
+  disableToggle: false,
+  styles,
+
+  run: async () => {
+    if (isSeqtaEngageExperience()) {
+      return () => {};
+    }
+
+    const menuList = (await waitForElm("#menu > ul, #menu ul", true, 100, 60)) as HTMLElement;
+
+    const analyticsItem = document.createElement("li");
+    analyticsItem.className = "item";
+    analyticsItem.classList.add(ANALYTICS_MENU_CLASS);
+    analyticsItem.id = "analyticsbutton";
+    analyticsItem.dataset.key = "analytics";
+    analyticsItem.dataset.path = "/analytics";
+    analyticsItem.dataset.betterseqta = "true";
+    analyticsItem.innerHTML = `<label><svg style="width:24px;height:24px" viewBox="0 0 24 24" aria-hidden="true"><path fill="currentColor" d="M3 13h2v-2H3v2zm0 4h2v-2H3v2zm0-8h2V7H3v2zm4 8h14v-2H7v2zm0 4h14v-2H7v2zM7 7v2h14V7H7z"/></svg><span>Analytics</span></label>`;
+
+    const homeButton = document.getElementById("homebutton");
+    if (homeButton?.parentElement === menuList) {
+      homeButton.insertAdjacentElement("afterend", analyticsItem);
+    } else {
+      menuList.insertBefore(analyticsItem, menuList.firstChild);
+    }
+
+    const menuObserver = new MutationObserver(() => {
+      if (!menuList.contains(analyticsItem)) {
+        if (homeButton?.parentElement === menuList) {
+          homeButton.insertAdjacentElement("afterend", analyticsItem);
+        } else {
+          menuList.insertBefore(analyticsItem, menuList.firstChild);
+        }
+      }
+    });
+    menuObserver.observe(menuList, { childList: true });
+
+    const onClick = (e: Event) => {
+      e.preventDefault();
+      window.history.pushState({}, "", "/#?page=/analytics");
+      void loadAnalyticsPage();
+    };
+    analyticsItem.addEventListener("click", onClick);
+
+    return () => {
+      menuObserver.disconnect();
+      analyticsItem.removeEventListener("click", onClick);
+      analyticsItem.remove();
+    };
+  },
+};
+
+export default gradeAnalyticsPlugin;
diff --git a/src/plugins/built-in/gradeAnalytics/gradeDistribution.ts b/src/plugins/built-in/gradeAnalytics/gradeDistribution.ts
new file mode 100644
index 00000000..391940bf
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/gradeDistribution.ts
@@ -0,0 +1,475 @@
+import { approximatePercentFromLetterGrade } from "./letterGradeScale";
+import type { Assessment } from "./types";
+
+export type DistributionMode = "auto" | "letter" | "percent";
+
+export const DISTRIBUTION_MODE_OPTIONS: {
+  value: DistributionMode;
+  label: string;
+  description: string;
+}[] = [
+  {
+    value: "auto",
+    label: "Auto",
+    description: "Letter grades when your school uses them, otherwise percentages",
+  },
+  {
+    value: "letter",
+    label: "Letter grades",
+    description: "Group by letter band (school scale or standard A–F)",
+  },
+  {
+    value: "percent",
+    label: "Percentage bands",
+    description: "Group by score ranges (90–100, 80–89, …)",
+  },
+];
+
+export type DistributionBucket = {
+  label: string;
+  count: number;
+  minPercent?: number;
+  maxPercent?: number;
+};
+
+export type GradeDistributionResult = {
+  buckets: DistributionBucket[];
+  modeUsed: "letter" | "percent";
+  scaleSource: "inferred" | "standard" | "percent";
+  scaleLabel: string;
+  gradedCount: number;
+  averagePercent: number | null;
+  letterGradeCoverage: number;
+};
+
+const PERCENT_BUCKETS: { label: string; min: number; max: number }[] = [
+  { label: "90–100", min: 90, max: 100 },
+  { label: "80–89", min: 80, max: 89 },
+  { label: "70–79", min: 70, max: 79 },
+  { label: "60–69", min: 60, max: 69 },
+  { label: "50–59", min: 50, max: 59 },
+  { label: "0–49", min: 0, max: 49 },
+];
+
+/** Standard A–F (+ modifiers) ordering when school scale cannot be inferred. */
+const STANDARD_LETTER_ORDER = [
+  "A+",
+  "A",
+  "A-",
+  "B+",
+  "B",
+  "B-",
+  "C+",
+  "C",
+  "C-",
+  "D+",
+  "D",
+  "D-",
+  "E",
+  "F",
+  "HD",
+  "CR",
+  "P",
+  "PS",
+  "N",
+  "PASS",
+  "FAIL",
+] as const;
+
+export type InferredLetterBand = {
+  key: string;
+  label: string;
+  medianPercent: number;
+  minPercent: number;
+  maxPercent: number;
+  pairedSamples: number;
+  totalCount: number;
+};
+
+export type InferredLetterScale = {
+  bands: InferredLetterBand[];
+  pairedCount: number;
+  letterAssessmentCount: number;
+  confidence: "high" | "medium" | "low";
+};
+
+function normalizeLetterKey(raw: string): string {
+  const s = raw.trim().toLowerCase();
+  const first = s.split(/[\s(/]/)[0] ?? s;
+  return first.replace(/[^a-z0-9+-]/gi, "") || s;
+}
+
+function pickDisplayLabel(variants: string[]): string {
+  if (!variants.length) return "";
+  const counts = new Map<string, number>();
+  for (const v of variants) {
+    const t = v.trim();
+    if (!t) continue;
+    counts.set(t, (counts.get(t) ?? 0) + 1);
+  }
+  let best = variants[0].trim();
+  let bestCount = 0;
+  for (const [label, count] of counts) {
+    if (count > bestCount) {
+      bestCount = count;
+      best = label;
+    }
+  }
+  return best;
+}
+
+export function looksLikeLetterGrade(raw: string | undefined | null): boolean {
+  if (raw == null) return false;
+  const t = raw.trim();
+  if (!t) return false;
+  if (/^\d+(\.\d+)?%?$/.test(t)) return false;
+  if (t.length > 12) return false;
+  const upper = t.toUpperCase();
+  if (["HD", "CR", "P", "PS", "N", "PASS", "FAIL"].includes(upper)) return true;
+  return /[a-zA-Z]/.test(t);
+}
+
+function isGradedAssessment(a: Assessment): boolean {
+  return (
+    a.finalGrade !== undefined ||
+    (a.letterGrade != null && looksLikeLetterGrade(a.letterGrade))
+  );
+}
+
+function buildStandardLetterScale(): InferredLetterScale {
+  const bands: InferredLetterBand[] = [];
+  const seen = new Set<string>();
+
+  for (const label of STANDARD_LETTER_ORDER) {
+    const key = normalizeLetterKey(label);
+    if (seen.has(key)) continue;
+    const approx = approximatePercentFromLetterGrade(label);
+    if (approx === undefined) continue;
+    seen.add(key);
+    bands.push({
+      key,
+      label,
+      medianPercent: approx,
+      minPercent: approx,
+      maxPercent: approx,
+      pairedSamples: 0,
+      totalCount: 0,
+    });
+  }
+
+  bands.sort((a, b) => b.medianPercent - a.medianPercent);
+
+  for (let i = 0; i < bands.length; i++) {
+    const above = bands[i - 1];
+    const below = bands[i + 1];
+    bands[i].maxPercent =
+      above != null
+        ? (above.medianPercent + bands[i].medianPercent) / 2
+        : 100;
+    bands[i].minPercent =
+      below != null
+        ? (below.medianPercent + bands[i].medianPercent) / 2
+        : 0;
+  }
+
+  return {
+    bands,
+    pairedCount: 0,
+    letterAssessmentCount: 0,
+    confidence: "low",
+  };
+}
+
+/**
+ * Learn letter bands from assessments that report both % and the letter SEQTA assigned.
+ */
+export function inferLetterGradeScale(
+  assessments: Assessment[],
+): InferredLetterScale | null {
+  const pairMap = new Map<string, { percents: number[]; labels: string[] }>();
+  const letterOnlyMap = new Map<string, { labels: string[]; count: number }>();
+  let pairedCount = 0;
+  let letterAssessmentCount = 0;
+
+  for (const a of assessments) {
+    if (!isGradedAssessment(a)) continue;
+
+    const letterRaw = a.letterGrade?.trim();
+    const hasLetter = letterRaw && looksLikeLetterGrade(letterRaw);
+    if (hasLetter) letterAssessmentCount++;
+
+    if (hasLetter && a.finalGrade !== undefined) {
+      const key = normalizeLetterKey(letterRaw);
+      if (/^\d+(\.\d+)?$/.test(key)) continue;
+      pairedCount++;
+      if (!pairMap.has(key)) pairMap.set(key, { percents: [], labels: [] });
+      const entry = pairMap.get(key)!;
+      entry.percents.push(a.finalGrade);
+      entry.labels.push(letterRaw);
+    } else if (hasLetter) {
+      const key = normalizeLetterKey(letterRaw);
+      if (/^\d+(\.\d+)?$/.test(key)) continue;
+      if (!letterOnlyMap.has(key)) letterOnlyMap.set(key, { labels: [], count: 0 });
+      const entry = letterOnlyMap.get(key)!;
+      entry.count++;
+      entry.labels.push(letterRaw);
+    }
+  }
+
+  if (letterAssessmentCount < 2 && pairedCount < 2) return null;
+
+  const allKeys = new Set([...pairMap.keys(), ...letterOnlyMap.keys()]);
+  if (allKeys.size < 2 && pairedCount < 2) return null;
+
+  const bands: InferredLetterBand[] = [];
+
+  for (const key of allKeys) {
+    const paired = pairMap.get(key);
+    const letterOnly = letterOnlyMap.get(key);
+    const labels = [...(paired?.labels ?? []), ...(letterOnly?.labels ?? [])];
+    const percents = paired?.percents ?? [];
+    const totalCount = percents.length + (letterOnly?.count ?? 0);
+
+    let medianPercent: number;
+    let minPercent: number;
+    let maxPercent: number;
+
+    if (percents.length > 0) {
+      const sorted = [...percents].sort((x, y) => x - y);
+      medianPercent = sorted[Math.floor(sorted.length / 2)]!;
+      minPercent = sorted[0]!;
+      maxPercent = sorted[sorted.length - 1]!;
+    } else {
+      const approx = approximatePercentFromLetterGrade(pickDisplayLabel(labels));
+      if (approx === undefined) continue;
+      medianPercent = approx;
+      minPercent = approx;
+      maxPercent = approx;
+    }
+
+    bands.push({
+      key,
+      label: pickDisplayLabel(labels),
+      medianPercent,
+      minPercent,
+      maxPercent,
+      pairedSamples: percents.length,
+      totalCount,
+    });
+  }
+
+  if (bands.length < 2) return null;
+
+  bands.sort((a, b) => b.medianPercent - a.medianPercent);
+
+  for (let i = 0; i < bands.length; i++) {
+    const above = bands[i - 1];
+    const below = bands[i + 1];
+    if (bands[i].pairedSamples > 0 || above?.pairedSamples || below?.pairedSamples) {
+      bands[i].maxPercent =
+        above != null
+          ? (above.medianPercent + bands[i].medianPercent) / 2
+          : 100;
+      bands[i].minPercent =
+        below != null
+          ? (below.medianPercent + bands[i].medianPercent) / 2
+          : 0;
+    }
+  }
+
+  const confidence: InferredLetterScale["confidence"] =
+    pairedCount >= 8 || (pairedCount >= 5 && pairedCount / letterAssessmentCount >= 0.4)
+      ? "high"
+      : pairedCount >= 3 || letterAssessmentCount >= 5
+        ? "medium"
+        : "low";
+
+  return {
+    bands,
+    pairedCount,
+    letterAssessmentCount,
+    confidence,
+  };
+}
+
+function resolveEffectiveMode(
+  mode: DistributionMode,
+  inferred: InferredLetterScale | null,
+  graded: Assessment[],
+): "letter" | "percent" {
+  if (mode === "percent") return "percent";
+  if (mode === "letter") return "letter";
+
+  if (!inferred) return "percent";
+  const letterCount = graded.filter(
+    (a) => a.letterGrade && looksLikeLetterGrade(a.letterGrade),
+  ).length;
+  if (letterCount === 0) return "percent";
+  if (inferred.confidence === "high" || inferred.confidence === "medium") {
+    return "letter";
+  }
+  return letterCount / graded.length >= 0.35 ? "letter" : "percent";
+}
+
+function assignPercentToBand(
+  percent: number,
+  scale: InferredLetterScale,
+): string | null {
+  if (!scale.bands.length) return null;
+  for (const band of scale.bands) {
+    if (percent >= band.minPercent) return band.key;
+  }
+  return scale.bands[scale.bands.length - 1]!.key;
+}
+
+function buildPercentDistribution(graded: Assessment[]): GradeDistributionResult {
+  const counts = PERCENT_BUCKETS.map((b) => ({ label: b.label, count: 0 }));
+  let percentSum = 0;
+  let percentCount = 0;
+
+  for (const a of graded) {
+    let grade = a.finalGrade;
+    if (grade === undefined && a.letterGrade) {
+      grade = approximatePercentFromLetterGrade(a.letterGrade);
+    }
+    if (grade === undefined) continue;
+    percentSum += grade;
+    percentCount++;
+    const bucket = PERCENT_BUCKETS.find((b) => grade! >= b.min && grade! <= b.max);
+    if (bucket) {
+      const row = counts.find((c) => c.label === bucket.label);
+      if (row) row.count++;
+    }
+  }
+
+  return {
+    buckets: counts,
+    modeUsed: "percent",
+    scaleSource: "percent",
+    scaleLabel: "Percentage bands",
+    gradedCount: graded.length,
+    averagePercent:
+      percentCount > 0 ? Math.round((percentSum / percentCount) * 10) / 10 : null,
+    letterGradeCoverage: 0,
+  };
+}
+
+function buildLetterDistribution(
+  graded: Assessment[],
+  inferred: InferredLetterScale | null,
+  forceStandard: boolean,
+): GradeDistributionResult {
+  const scale =
+    !forceStandard && inferred && inferred.bands.length >= 2
+      ? inferred
+      : buildStandardLetterScale();
+  const scaleSource =
+    !forceStandard && inferred && inferred.bands.length >= 2 ? "inferred" : "standard";
+
+  const countByKey = new Map<string, number>();
+  for (const band of scale.bands) countByKey.set(band.key, 0);
+
+  let percentSum = 0;
+  let percentCount = 0;
+  let withLetter = 0;
+
+  for (const a of graded) {
+    if (a.finalGrade !== undefined) {
+      percentSum += a.finalGrade;
+      percentCount++;
+    }
+
+    const letterRaw = a.letterGrade?.trim();
+    if (letterRaw && looksLikeLetterGrade(letterRaw)) withLetter++;
+
+    let key: string | null = null;
+    if (letterRaw && looksLikeLetterGrade(letterRaw)) {
+      key = normalizeLetterKey(letterRaw);
+      if (/^\d+(\.\d+)?$/.test(key)) key = null;
+    }
+    if (!key && a.finalGrade !== undefined) {
+      key = assignPercentToBand(a.finalGrade, scale);
+    }
+    if (!key && letterRaw && looksLikeLetterGrade(letterRaw)) {
+      const approx = approximatePercentFromLetterGrade(letterRaw);
+      if (approx !== undefined) key = assignPercentToBand(approx, scale);
+    }
+    if (!key) continue;
+
+    if (!countByKey.has(key)) {
+      countByKey.set(key, 0);
+      const existing = scale.bands.find((b) => b.key === key);
+      if (!existing) {
+        const approx =
+          a.finalGrade ??
+          (letterRaw ? approximatePercentFromLetterGrade(letterRaw) : undefined) ??
+          0;
+        scale.bands.push({
+          key,
+          label:
+            letterRaw && looksLikeLetterGrade(letterRaw)
+              ? letterRaw
+              : key.toUpperCase(),
+          medianPercent: approx,
+          minPercent: 0,
+          maxPercent: 100,
+          pairedSamples: 0,
+          totalCount: 0,
+        });
+        scale.bands.sort((x, y) => y.medianPercent - x.medianPercent);
+      }
+    }
+    countByKey.set(key, (countByKey.get(key) ?? 0) + 1);
+  }
+
+  const buckets: DistributionBucket[] = scale.bands
+    .filter((b) => (countByKey.get(b.key) ?? 0) > 0)
+    .map((b) => ({
+      label: b.label,
+      count: countByKey.get(b.key) ?? 0,
+      minPercent: Math.round(b.minPercent),
+      maxPercent: Math.round(b.maxPercent),
+    }));
+
+  const scaleLabel =
+    scaleSource === "inferred"
+      ? "Learned from your school's percentage ↔ letter marks"
+      : "Standard A–F style scale (override)";
+
+  return {
+    buckets,
+    modeUsed: "letter",
+    scaleSource,
+    scaleLabel,
+    gradedCount: graded.length,
+    averagePercent:
+      percentCount > 0 ? Math.round((percentSum / percentCount) * 10) / 10 : null,
+    letterGradeCoverage: graded.length ? withLetter / graded.length : 0,
+  };
+}
+
+export function buildGradeDistribution(
+  assessments: Assessment[],
+  mode: DistributionMode = "auto",
+): GradeDistributionResult {
+  const graded = assessments.filter(isGradedAssessment);
+  if (!graded.length) {
+    return {
+      buckets: [],
+      modeUsed: "percent",
+      scaleSource: "percent",
+      scaleLabel: "Percentage bands",
+      gradedCount: 0,
+      averagePercent: null,
+      letterGradeCoverage: 0,
+    };
+  }
+
+  const inferred = inferLetterGradeScale(graded);
+  const effective = resolveEffectiveMode(mode, inferred, graded);
+
+  if (effective === "letter") {
+    return buildLetterDistribution(graded, inferred, mode === "letter" && !inferred);
+  }
+  return buildPercentDistribution(graded);
+}
diff --git a/src/plugins/built-in/gradeAnalytics/lazy.ts b/src/plugins/built-in/gradeAnalytics/lazy.ts
new file mode 100644
index 00000000..9b0c84e6
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/lazy.ts
@@ -0,0 +1,38 @@
+import { defineLazyPlugin } from "../../core/dynamicLoader";
+import { defineSettings, numberSetting } from "../../core/settingsHelpers";
+import { isSeqtaEngageExperience } from "@/seqta/utils/isSeqtaEngage";
+import styles from "./styles.css?inline";
+
+const settings = defineSettings({
+  cacheTtlHours: numberSetting({
+    default: 24,
+    title: "Cache duration (hours)",
+    description: "How long to keep synced analytics before refreshing from SEQTA",
+    min: 1,
+    max: 168,
+  }),
+});
+
+const gradeAnalyticsPluginLazy = defineLazyPlugin({
+  id: "grade-analytics",
+  name: "Grade Analytics",
+  description:
+    "Grade trends, distribution charts, and assessment history synced from SEQTA",
+  version: "1.0.0",
+  settings,
+  disableToggle: false,
+  defaultEnabled: true,
+  styles,
+  loader: () => import("./core/index"),
+});
+
+const runGradeAnalytics = gradeAnalyticsPluginLazy.run!;
+
+gradeAnalyticsPluginLazy.run = async (api) => {
+  if (isSeqtaEngageExperience()) {
+    return () => {};
+  }
+  return runGradeAnalytics(api);
+};
+
+export default gradeAnalyticsPluginLazy;
diff --git a/src/plugins/built-in/gradeAnalytics/letterGradeScale.ts b/src/plugins/built-in/gradeAnalytics/letterGradeScale.ts
new file mode 100644
index 00000000..50a0079f
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/letterGradeScale.ts
@@ -0,0 +1,116 @@
+/**
+ * When SEQTA only reports letter bands (no percentage), map to approximate 0–100
+ * so analytics charts can run. Conventional scale, not official school conversion.
+ */
+const LETTER_TO_APPROX_PERCENT: Record<string, number> = {
+  "a+": 95,
+  a: 85,
+  "a-": 80,
+  "b+": 75,
+  b: 68,
+  "b-": 62,
+  "c+": 58,
+  c: 55,
+  "c-": 50,
+  "d+": 48,
+  d: 45,
+  "d-": 42,
+  e: 38,
+  f: 32,
+  hd: 95,
+  cr: 60,
+  p: 55,
+  ps: 55,
+  n: 35,
+  pass: 55,
+  fail: 32,
+};
+
+function normalizeLetterKey(raw: string): string {
+  const s = raw.trim().toLowerCase();
+  const first = s.split(/[\s(/]/)[0] ?? s;
+  return first.replace(/[^a-z+-]/gi, "") || s;
+}
+
+export function approximatePercentFromLetterGrade(
+  letter: string | null | undefined,
+): number | undefined {
+  if (letter == null) return undefined;
+  const t = String(letter).trim();
+  if (!t) return undefined;
+  if (/^\d+(\.\d+)?$/.test(t)) {
+    const n = parseFloat(t);
+    if (!isNaN(n) && n >= 0 && n <= 100) return n;
+  }
+  const key = normalizeLetterKey(t);
+  if (LETTER_TO_APPROX_PERCENT[key] !== undefined)
+    return LETTER_TO_APPROX_PERCENT[key];
+  if (t.length === 1 && /^[a-f]$/i.test(t)) {
+    const single = t.toLowerCase() as keyof typeof LETTER_TO_APPROX_PERCENT;
+    if (LETTER_TO_APPROX_PERCENT[single] !== undefined)
+      return LETTER_TO_APPROX_PERCENT[single];
+  }
+  return undefined;
+}
+
+export function extractLetterGradeStringFromPayload(data: {
+  criteria?: { results?: { grade?: unknown } }[];
+  results?: { grade?: unknown };
+  letterGrade?: unknown;
+  extra?: Record<string, unknown>;
+}): string | undefined {
+  const merged: Record<string, unknown> = {
+    ...(data?.extra && typeof data.extra === "object" ? data.extra : {}),
+    ...data,
+  };
+  if (merged.letterGrade != null && String(merged.letterGrade).trim() !== "") {
+    return String(merged.letterGrade).trim();
+  }
+  const criteria = merged.criteria as
+    | { results?: { grade?: unknown } }[]
+    | undefined;
+  const c0 = criteria?.[0]?.results?.grade;
+  if (c0 != null && String(c0).trim() !== "") return String(c0).trim();
+  const r = (merged.results as { grade?: unknown } | undefined)?.grade;
+  if (r != null && String(r).trim() !== "") return String(r).trim();
+  return undefined;
+}
+
+export function resolveNumericGradeFromAssessmentPayload(data: {
+  status?: string;
+  finalGrade?: unknown;
+  criteria?: { results?: { percentage?: unknown; grade?: unknown } }[];
+  results?: { percentage?: unknown; grade?: unknown };
+  letterGrade?: unknown;
+  extra?: Record<string, unknown>;
+}): number | undefined {
+  const merged: Record<string, unknown> = {
+    ...(data?.extra && typeof data.extra === "object" ? data.extra : {}),
+    ...data,
+  };
+  if (merged.finalGrade != null && merged.finalGrade !== "") {
+    const n = Number(merged.finalGrade);
+    if (!isNaN(n)) return n;
+  }
+  if (merged.status && merged.status !== "MARKS_RELEASED") return undefined;
+
+  const criteria = merged.criteria as
+    | { results?: { percentage?: unknown; grade?: unknown } }[]
+    | undefined;
+  if (criteria?.[0]?.results?.percentage !== undefined) {
+    const n = Number(criteria[0].results!.percentage);
+    if (!isNaN(n)) return n;
+  }
+  const results = merged.results as
+    | { percentage?: unknown; grade?: unknown }
+    | undefined;
+  if (results?.percentage !== undefined) {
+    const n = Number(results.percentage);
+    if (!isNaN(n)) return n;
+  }
+
+  const letter = extractLetterGradeStringFromPayload(
+    merged as Parameters<typeof extractLetterGradeStringFromPayload>[0],
+  );
+  return approximatePercentFromLetterGrade(letter);
+}
diff --git a/src/plugins/built-in/gradeAnalytics/loadAnalyticsPage.ts b/src/plugins/built-in/gradeAnalytics/loadAnalyticsPage.ts
new file mode 100644
index 00000000..e92875eb
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/loadAnalyticsPage.ts
@@ -0,0 +1,46 @@
+import { settingsState } from "@/seqta/utils/listeners/SettingsState";
+import { waitForElm } from "@/seqta/utils/waitForElm";
+
+let loadInFlight: Promise<void> | null = null;
+
+export async function loadAnalyticsPage(): Promise<void> {
+  if (!settingsState.onoff) return;
+
+  if (loadInFlight) {
+    await loadInFlight;
+    return;
+  }
+
+  loadInFlight = loadAnalyticsPageInner();
+  try {
+    await loadInFlight;
+  } finally {
+    loadInFlight = null;
+  }
+}
+
+async function loadAnalyticsPageInner(): Promise<void> {
+  document.title = "Analytics ― SEQTA Learn";
+
+  document.querySelectorAll("#menu .item").forEach((item) => {
+    item.classList.remove("active");
+  });
+  document.querySelector('[data-key="analytics"]')?.classList.add("active");
+
+  const main = (await waitForElm("#main", true, 100, 60)) as HTMLElement;
+
+  main.innerHTML = "";
+  main.style.overflow = "auto";
+  main.style.width = "100%";
+  main.style.maxWidth = "none";
+  const viewShell = document.createElement("div");
+  viewShell.id = "analytics-view-container";
+  main.appendChild(viewShell);
+  const container = viewShell;
+
+  const titlediv = document.getElementById("title")?.firstChild;
+  if (titlediv) (titlediv as HTMLElement).innerText = "Analytics";
+
+  const { renderAnalyticsPage } = await import("./ui");
+  renderAnalyticsPage(container);
+}
diff --git a/src/plugins/built-in/gradeAnalytics/storage.ts b/src/plugins/built-in/gradeAnalytics/storage.ts
new file mode 100644
index 00000000..b69f762a
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/storage.ts
@@ -0,0 +1,68 @@
+import browser from "webextension-polyfill";
+import type { DistributionMode } from "./gradeDistribution";
+import type { AnalyticsCache } from "./types";
+
+const STORAGE_PREFIX = "bsplus.analytics.v2";
+const DISTRIBUTION_MODE_PREFIX = "bsplus.analytics.distMode.v1";
+
+export function analyticsStorageKey(origin: string, studentId: number): string {
+  return `${STORAGE_PREFIX}.${origin}.${studentId}`;
+}
+
+export async function loadAnalyticsCache(
+  origin: string,
+  studentId: number,
+): Promise<AnalyticsCache | null> {
+  const key = analyticsStorageKey(origin, studentId);
+  const result = await browser.storage.local.get(key);
+  const cached = result[key] as AnalyticsCache | undefined;
+  if (!cached?.assessments) return null;
+  return cached;
+}
+
+export async function saveAnalyticsCache(
+  origin: string,
+  studentId: number,
+  assessments: AnalyticsCache["assessments"],
+): Promise<void> {
+  const key = analyticsStorageKey(origin, studentId);
+  const payload: AnalyticsCache = {
+    updatedAt: Date.now(),
+    assessments,
+  };
+  await browser.storage.local.set({ [key]: payload });
+}
+
+export function distributionModeStorageKey(
+  origin: string,
+  studentId: number,
+): string {
+  return `${DISTRIBUTION_MODE_PREFIX}.${origin}.${studentId}`;
+}
+
+const VALID_DISTRIBUTION_MODES: DistributionMode[] = ["auto", "letter", "percent"];
+
+export async function loadDistributionMode(
+  origin: string,
+  studentId: number,
+): Promise<DistributionMode | null> {
+  const key = distributionModeStorageKey(origin, studentId);
+  const result = await browser.storage.local.get(key);
+  const mode = result[key];
+  if (
+    typeof mode === "string" &&
+    VALID_DISTRIBUTION_MODES.includes(mode as DistributionMode)
+  ) {
+    return mode as DistributionMode;
+  }
+  return null;
+}
+
+export async function saveDistributionMode(
+  origin: string,
+  studentId: number,
+  mode: DistributionMode,
+): Promise<void> {
+  const key = distributionModeStorageKey(origin, studentId);
+  await browser.storage.local.set({ [key]: mode });
+}
diff --git a/src/plugins/built-in/gradeAnalytics/styles.css b/src/plugins/built-in/gradeAnalytics/styles.css
new file mode 100644
index 00000000..c7dc3581
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/styles.css
@@ -0,0 +1,953 @@
+/* ─── Layout shell (mirrors BQ+ home / DesQTA analytics spacing) ─── */
+#analytics-view-container,
+.bsplus-analytics-container {
+  width: 100%;
+  min-height: 100%;
+  box-sizing: border-box;
+}
+
+.bsplus-analytics-host {
+  display: block;
+  width: 100%;
+  min-height: min(100%, calc(100vh - 6rem));
+}
+
+.bsplus-analytics-root {
+  --bsplus-analytics-radius: 16px;
+  --bsplus-analytics-radius-sm: 12px;
+  --bsplus-analytics-ease: cubic-bezier(0.4, 0, 0.2, 1);
+  --bsplus-analytics-surface: var(--background-primary, #ffffff);
+  --bsplus-analytics-surface-2: var(--background-secondary, #f8fafc);
+  --bsplus-analytics-text: var(--text-primary, #1a1a1a);
+  --bsplus-analytics-muted: color-mix(in srgb, var(--bsplus-analytics-text) 55%, transparent);
+  --bsplus-analytics-border: color-mix(
+    in srgb,
+    var(--theme-offset-bg, var(--background-secondary, #e2e8f0)) 78%,
+    transparent
+  );
+  --bsplus-analytics-shadow: 0 5px 16px 6px rgba(0, 0, 0, 0.12);
+  --bsplus-analytics-shadow-hover: 0 8px 24px 8px rgba(0, 0, 0, 0.16);
+  /* Set on host via ui.ts from --better-main / user selectedColor */
+  --bsplus-analytics-accent: var(--better-main, #007bff);
+
+  width: 100%;
+  max-width: none;
+  margin: 0;
+  min-height: min(100%, calc(100vh - 6rem));
+  box-sizing: border-box;
+  padding: 1.5rem 1.25rem 2rem;
+  font-family: Rubik, system-ui, sans-serif;
+  font-size: 0.875rem;
+  color: var(--bsplus-analytics-text);
+  display: flex;
+  flex-direction: column;
+  gap: 2rem;
+}
+
+.bsplus-analytics-root.dark {
+  --bsplus-analytics-shadow: 0 5px 20px 6px rgba(0, 0, 0, 0.45);
+  --bsplus-analytics-shadow-hover: 0 10px 28px 10px rgba(0, 0, 0, 0.55);
+}
+
+@media (max-width: 768px) {
+  .bsplus-analytics-root {
+    padding: 1.25rem 1rem 1.5rem;
+    gap: 1.5rem;
+  }
+}
+
+/* ─── Animations (DesQTA fadeInUp) ─── */
+@keyframes bsplus-analytics-fade-in-up {
+  from {
+    opacity: 0;
+    transform: translateY(18px) scale(0.985);
+  }
+  to {
+    opacity: 1;
+    transform: translateY(0) scale(1);
+  }
+}
+
+.bsplus-analytics-animate {
+  animation: bsplus-analytics-fade-in-up 0.55s var(--bsplus-analytics-ease) forwards;
+  will-change: opacity, transform;
+}
+
+@media (prefers-reduced-motion: reduce) {
+  .bsplus-analytics-animate {
+    animation: none;
+    opacity: 1;
+    transform: none;
+  }
+}
+
+.bsplus-analytics-delay-1 {
+  animation-delay: 80ms;
+}
+.bsplus-analytics-delay-2 {
+  animation-delay: 160ms;
+}
+.bsplus-analytics-delay-3 {
+  animation-delay: 240ms;
+}
+.bsplus-analytics-delay-4 {
+  animation-delay: 320ms;
+}
+
+/* ─── Header ─── */
+.bsplus-analytics-header {
+  display: flex;
+  flex-wrap: wrap;
+  justify-content: space-between;
+  align-items: flex-start;
+  gap: 1.25rem;
+}
+
+.bsplus-analytics-header-text h1 {
+  margin: 0 0 0.35rem;
+  font-size: 1.875rem;
+  font-weight: 700;
+  letter-spacing: -0.02em;
+  line-height: 1.2;
+  color: var(--bsplus-analytics-text);
+}
+
+.bsplus-analytics-header-text p {
+  margin: 0;
+  color: var(--bsplus-analytics-muted);
+  font-size: 0.9375rem;
+  line-height: 1.5;
+}
+
+.bsplus-analytics-meta {
+  margin-top: 0.5rem;
+  font-size: 0.75rem;
+  color: var(--bsplus-analytics-muted);
+}
+
+.bsplus-analytics-badge {
+  display: inline-flex;
+  align-items: center;
+  gap: 0.35rem;
+  margin-left: 0.75rem;
+  padding: 0.2rem 0.65rem;
+  border-radius: 999px;
+  font-size: 0.7rem;
+  font-weight: 600;
+  vertical-align: middle;
+  background: color-mix(in srgb, var(--bsplus-analytics-accent) 18%, transparent);
+  color: var(--bsplus-analytics-accent);
+}
+
+.bsplus-analytics-badge-dot {
+  width: 0.5rem;
+  height: 0.5rem;
+  border-radius: 50%;
+  border: 2px solid currentColor;
+  border-top-color: transparent;
+  animation: bsplus-analytics-spin 0.7s linear infinite;
+}
+
+@keyframes bsplus-analytics-spin {
+  to {
+    transform: rotate(360deg);
+  }
+}
+
+/* ─── Buttons ─── */
+.bsplus-analytics-btn {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  gap: 0.5rem;
+  padding: 0.65rem 1.25rem;
+  border-radius: var(--bsplus-analytics-radius-sm);
+  font-family: inherit;
+  font-size: 0.875rem;
+  font-weight: 600;
+  line-height: 1.2;
+  cursor: pointer;
+  border: none;
+  transition:
+    transform 0.2s var(--bsplus-analytics-ease),
+    box-shadow 0.2s var(--bsplus-analytics-ease),
+    background 0.2s var(--bsplus-analytics-ease),
+    opacity 0.2s ease;
+}
+
+.bsplus-analytics-btn:focus-visible {
+  outline: none;
+  box-shadow: 0 0 0 3px color-mix(in srgb, var(--bsplus-analytics-accent) 35%, transparent);
+}
+
+.bsplus-analytics-btn-primary {
+  background: var(--bsplus-analytics-accent);
+  color: #fff;
+  box-shadow: 0 2px 8px color-mix(in srgb, var(--bsplus-analytics-accent) 40%, transparent);
+}
+
+.bsplus-analytics-btn-primary:hover:not(:disabled) {
+  transform: scale(1.03);
+  box-shadow: 0 4px 14px color-mix(in srgb, var(--bsplus-analytics-accent) 45%, transparent);
+}
+
+.bsplus-analytics-btn-primary:active:not(:disabled) {
+  transform: scale(0.97);
+}
+
+.bsplus-analytics-btn-ghost {
+  background: transparent;
+  color: var(--bsplus-analytics-text);
+  border: 2px solid var(--bsplus-analytics-border);
+}
+
+.bsplus-analytics-btn-ghost:hover:not(:disabled) {
+  transform: scale(1.02);
+  background: color-mix(in srgb, var(--bsplus-analytics-surface-2) 80%, transparent);
+}
+
+.bsplus-analytics-btn:disabled {
+  opacity: 0.55;
+  cursor: not-allowed;
+  transform: none !important;
+}
+
+/* ─── Stat cards ─── */
+.bsplus-analytics-stats {
+  display: grid;
+  grid-template-columns: repeat(3, minmax(0, 1fr));
+  gap: 1rem;
+}
+
+@media (max-width: 640px) {
+  .bsplus-analytics-stats {
+    grid-template-columns: 1fr;
+  }
+}
+
+.bsplus-analytics-stat {
+  padding: 1.1rem 1.25rem;
+  border-radius: var(--bsplus-analytics-radius);
+  background: var(--bsplus-analytics-surface);
+  border: 1px solid var(--bsplus-analytics-border);
+  box-shadow: var(--bsplus-analytics-shadow);
+  transition:
+    transform 0.25s var(--bsplus-analytics-ease),
+    box-shadow 0.25s var(--bsplus-analytics-ease);
+}
+
+.bsplus-analytics-stat:hover {
+  transform: translateY(-2px);
+  box-shadow: var(--bsplus-analytics-shadow-hover);
+}
+
+.bsplus-analytics-stat-label {
+  font-size: 0.75rem;
+  font-weight: 500;
+  text-transform: uppercase;
+  letter-spacing: 0.04em;
+  color: var(--bsplus-analytics-muted);
+  margin-bottom: 0.35rem;
+}
+
+.bsplus-analytics-stat-value {
+  font-size: 1.75rem;
+  font-weight: 700;
+  line-height: 1.1;
+  color: var(--bsplus-analytics-text);
+}
+
+.bsplus-analytics-stat-value-accent {
+  color: var(--bsplus-analytics-accent);
+}
+
+/* ─── Filter toolbar ─── */
+.bsplus-analytics-toolbar {
+  display: flex;
+  flex-wrap: wrap;
+  align-items: center;
+  gap: 1rem;
+  padding: 1rem 1.15rem;
+  border-radius: var(--bsplus-analytics-radius);
+  background: var(--bsplus-analytics-surface);
+  border: 1px solid var(--bsplus-analytics-border);
+  box-shadow: var(--bsplus-analytics-shadow);
+  overflow: visible;
+  position: relative;
+  z-index: 40;
+  isolation: isolate;
+}
+
+.bsplus-analytics-toolbar-dropdown-field {
+  position: relative;
+  z-index: 2;
+}
+
+.bsplus-analytics-field {
+  display: flex;
+  flex-direction: column;
+  gap: 0.35rem;
+  min-width: 0;
+}
+
+.bsplus-analytics-field-label {
+  font-size: 0.7rem;
+  font-weight: 600;
+  text-transform: uppercase;
+  letter-spacing: 0.05em;
+  color: var(--bsplus-analytics-muted);
+}
+
+.bsplus-analytics-checkbox {
+  display: flex;
+  align-items: center;
+  gap: 0.55rem;
+  margin-left: auto;
+  padding: 0.35rem 0;
+  font-size: 0.8125rem;
+  font-weight: 500;
+  color: var(--bsplus-analytics-text);
+  cursor: pointer;
+  user-select: none;
+  transition: color 0.2s ease;
+}
+
+.bsplus-analytics-checkbox input[type="checkbox"] {
+  width: 1.05rem;
+  height: 1.05rem;
+  margin: 0;
+  accent-color: var(--bsplus-analytics-accent);
+  cursor: pointer;
+  flex-shrink: 0;
+}
+
+@media (max-width: 900px) {
+  .bsplus-analytics-checkbox {
+    margin-left: 0;
+    width: 100%;
+  }
+}
+
+.bsplus-analytics-select,
+.bsplus-analytics-input {
+  appearance: none;
+  font-family: inherit;
+  font-size: 0.875rem;
+  font-weight: 500;
+  color: var(--bsplus-analytics-text);
+  background: var(--bsplus-analytics-surface-2);
+  border: 2px solid var(--bsplus-analytics-border);
+  border-radius: var(--bsplus-analytics-radius-sm);
+  padding: 0.65rem 2.25rem 0.65rem 0.9rem;
+  min-height: 2.75rem;
+  transition:
+    border-color 0.2s ease,
+    box-shadow 0.2s ease,
+    transform 0.2s var(--bsplus-analytics-ease);
+  box-shadow: 0 1px 3px rgba(0, 0, 0, 0.06);
+}
+
+.bsplus-analytics-select {
+  cursor: pointer;
+  min-width: 11rem;
+  background-image: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 20 20' fill='%2364748b'%3E%3Cpath fill-rule='evenodd' d='M5.23 7.21a.75.75 0 0 1 1.06.02L10 11.168l3.71-3.938a.75.75 0 1 1 1.08 1.04l-4.25 4.5a.75.75 0 0 1-1.08 0l-4.25-4.5a.75.75 0 0 1 .02-1.06Z' clip-rule='evenodd'/%3E%3C/svg%3E");
+  background-position: right 0.75rem center;
+  background-repeat: no-repeat;
+  background-size: 1rem;
+}
+
+.dark .bsplus-analytics-select {
+  background-image: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 20 20' fill='rgba(255,255,255,0.72)'%3E%3Cpath fill-rule='evenodd' d='M5.23 7.21a.75.75 0 0 1 1.06.02L10 11.168l3.71-3.938a.75.75 0 1 1 1.08 1.04l-4.25 4.5a.75.75 0 0 1-1.08 0l-4.25-4.5a.75.75 0 0 1 .02-1.06Z' clip-rule='evenodd'/%3E%3C/svg%3E");
+}
+
+.bsplus-analytics-input {
+  padding-left: 2.25rem;
+  background-image: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' fill='none' viewBox='0 0 24 24' stroke='%2364748b'%3E%3Cpath stroke-linecap='round' stroke-linejoin='round' stroke-width='2' d='M21 21l-6-6m2-5a7 7 0 11-14 0 7 7 0 0114 0z'/%3E%3C/svg%3E");
+  background-position: left 0.75rem center;
+  background-repeat: no-repeat;
+  background-size: 1rem;
+  min-width: 14rem;
+  flex: 1;
+}
+
+.bsplus-analytics-select:hover,
+.bsplus-analytics-input:hover {
+  border-color: color-mix(in srgb, var(--bsplus-analytics-accent) 35%, var(--bsplus-analytics-border));
+}
+
+.bsplus-analytics-select:focus,
+.bsplus-analytics-input:focus {
+  outline: none;
+  border-color: var(--bsplus-analytics-accent);
+  box-shadow: 0 0 0 3px color-mix(in srgb, var(--bsplus-analytics-accent) 22%, transparent);
+}
+
+.bsplus-analytics-grade-range {
+  flex: 1;
+  min-width: 12rem;
+  max-width: 20rem;
+}
+
+.bsplus-analytics-range-row {
+  display: flex;
+  align-items: center;
+  gap: 0.65rem;
+}
+
+.bsplus-analytics-range-row input[type="range"] {
+  flex: 1;
+  height: 0.35rem;
+  accent-color: var(--bsplus-analytics-accent);
+  cursor: pointer;
+}
+
+.bsplus-analytics-range-value {
+  font-size: 0.75rem;
+  font-weight: 600;
+  color: var(--bsplus-analytics-muted);
+  white-space: nowrap;
+  min-width: 4.5rem;
+  text-align: right;
+}
+
+.bsplus-analytics-toolbar-search {
+  margin-left: auto;
+  flex: 1 1 14rem;
+  max-width: 18rem;
+}
+
+@media (max-width: 768px) {
+  .bsplus-analytics-toolbar-search {
+    margin-left: 0;
+    max-width: none;
+    width: 100%;
+  }
+}
+
+/* Toolbar custom dropdowns (time period, subjects) */
+.bsplus-analytics-dropdown {
+  position: relative;
+  min-width: 11rem;
+}
+
+.dark .bsplus-analytics-dropdown-trigger {
+  background-image: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 20 20' fill='rgba(255,255,255,0.72)'%3E%3Cpath fill-rule='evenodd' d='M5.23 7.21a.75.75 0 0 1 1.06.02L10 11.168l3.71-3.938a.75.75 0 1 1 1.08 1.04l-4.25 4.5a.75.75 0 0 1-1.08 0l-4.25-4.5a.75.75 0 0 1 .02-1.06Z' clip-rule='evenodd'/%3E%3C/svg%3E");
+}
+
+.bsplus-analytics-dropdown-trigger {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  width: 100%;
+  min-height: 2.75rem;
+  padding: 0.65rem 2.25rem 0.65rem 0.9rem;
+  font-family: inherit;
+  font-size: 0.875rem;
+  font-weight: 500;
+  text-align: left;
+  color: var(--bsplus-analytics-text);
+  background: var(--bsplus-analytics-surface-2);
+  border: 2px solid var(--bsplus-analytics-border);
+  border-radius: var(--bsplus-analytics-radius-sm);
+  cursor: pointer;
+  box-shadow: 0 1px 3px rgba(0, 0, 0, 0.06);
+  background-image: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 20 20' fill='%2364748b'%3E%3Cpath fill-rule='evenodd' d='M5.23 7.21a.75.75 0 0 1 1.06.02L10 11.168l3.71-3.938a.75.75 0 1 1 1.08 1.04l-4.25 4.5a.75.75 0 0 1-1.08 0l-4.25-4.5a.75.75 0 0 1 .02-1.06Z' clip-rule='evenodd'/%3E%3C/svg%3E");
+  background-position: right 0.75rem center;
+  background-repeat: no-repeat;
+  background-size: 1rem;
+  transition:
+    border-color 0.2s ease,
+    box-shadow 0.2s ease,
+    transform 0.2s var(--bsplus-analytics-ease);
+}
+
+.bsplus-analytics-dropdown-trigger:hover {
+  border-color: color-mix(in srgb, var(--bsplus-analytics-accent) 35%, var(--bsplus-analytics-border));
+  transform: scale(1.01);
+}
+
+.bsplus-analytics-dropdown-trigger:focus-visible {
+  outline: none;
+  border-color: var(--bsplus-analytics-accent);
+  box-shadow: 0 0 0 3px color-mix(in srgb, var(--bsplus-analytics-accent) 22%, transparent);
+}
+
+.bsplus-analytics-dropdown-menu {
+  position: absolute;
+  left: 0;
+  top: calc(100% + 0.35rem);
+  z-index: 100;
+  min-width: 14rem;
+  max-height: 12rem;
+  overflow-y: auto;
+  padding: 0.35rem;
+  border-radius: var(--bsplus-analytics-radius-sm);
+  background: var(--bsplus-analytics-surface);
+  border: 1px solid var(--bsplus-analytics-border);
+  box-shadow: var(--bsplus-analytics-shadow-hover);
+}
+
+.bsplus-analytics-dropdown-item {
+  display: flex;
+  align-items: center;
+  gap: 0.5rem;
+  width: 100%;
+  padding: 0.5rem 0.65rem;
+  border: none;
+  border-radius: 8px;
+  background: transparent;
+  font-family: inherit;
+  font-size: 0.8125rem;
+  text-align: left;
+  color: var(--bsplus-analytics-text);
+  cursor: pointer;
+  transition: background 0.15s ease;
+}
+
+.bsplus-analytics-dropdown-item:hover {
+  background: color-mix(in srgb, var(--bsplus-analytics-surface-2) 90%, transparent);
+}
+
+.bsplus-analytics-dropdown-item.is-selected {
+  background: color-mix(in srgb, var(--bsplus-analytics-accent) 12%, transparent);
+  color: var(--bsplus-analytics-accent);
+  font-weight: 600;
+}
+
+.bsplus-analytics-dropdown-check {
+  width: 1rem;
+  flex-shrink: 0;
+  text-align: center;
+}
+
+/* ─── Chart grid & cards ─── */
+.bsplus-analytics-charts {
+  display: grid;
+  grid-template-columns: 1fr;
+  gap: 1.25rem;
+  width: 100%;
+  position: relative;
+  z-index: 1;
+}
+
+/* Fade-in animation must not paint above the filter toolbar / dropdown */
+.bsplus-analytics-charts .bsplus-analytics-animate {
+  z-index: 1;
+}
+
+@media (min-width: 960px) {
+  .bsplus-analytics-charts {
+    grid-template-columns: 1fr 1fr;
+    gap: 1.5rem;
+  }
+}
+
+.bsplus-analytics-card {
+  display: flex;
+  flex-direction: column;
+  border-radius: var(--bsplus-analytics-radius);
+  background: var(--bsplus-analytics-surface);
+  border: 1px solid var(--bsplus-analytics-border);
+  box-shadow: var(--bsplus-analytics-shadow);
+  overflow: hidden;
+  transition:
+    transform 0.3s var(--bsplus-analytics-ease),
+    box-shadow 0.3s var(--bsplus-analytics-ease);
+}
+
+.bsplus-analytics-card:hover {
+  box-shadow: var(--bsplus-analytics-shadow-hover);
+}
+
+.bsplus-analytics-card-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: flex-start;
+  gap: 1rem;
+  padding: 1.15rem 1.25rem;
+  border-bottom: 1px solid var(--bsplus-analytics-border);
+}
+
+.bsplus-analytics-card-header-split {
+  flex-wrap: wrap;
+}
+
+.bsplus-analytics-card-controls {
+  display: flex;
+  flex-wrap: wrap;
+  align-items: flex-end;
+  gap: 0.75rem;
+}
+
+.bsplus-analytics-card-control {
+  display: flex;
+  flex-direction: column;
+  gap: 0.35rem;
+  min-width: 9.5rem;
+}
+
+.bsplus-analytics-select-compact {
+  min-width: 9.5rem;
+  min-height: 2.5rem;
+  padding-top: 0.5rem;
+  padding-bottom: 0.5rem;
+  font-size: 0.8125rem;
+}
+
+.bsplus-analytics-scale-hint {
+  margin: 0.65rem 0 0;
+  font-size: 0.75rem;
+  line-height: 1.4;
+  color: var(--bsplus-analytics-muted);
+}
+
+.bsplus-analytics-footer-muted {
+  color: var(--bsplus-analytics-muted);
+  font-weight: 400;
+}
+
+.bsplus-analytics-card-title {
+  margin: 0;
+  font-size: 1.05rem;
+  font-weight: 700;
+  color: var(--bsplus-analytics-text);
+}
+
+.bsplus-analytics-card-desc {
+  margin: 0.25rem 0 0;
+  font-size: 0.8125rem;
+  color: var(--bsplus-analytics-muted);
+}
+
+.bsplus-analytics-card-body {
+  padding: 1rem 1.15rem;
+  flex: 1;
+  background: var(--bsplus-analytics-surface);
+}
+
+.bsplus-analytics-card-footer {
+  padding: 0.85rem 1.25rem 1.1rem;
+  border-top: 1px solid var(--bsplus-analytics-border);
+  font-size: 0.8125rem;
+  color: var(--bsplus-analytics-muted);
+  line-height: 1.5;
+}
+
+.bsplus-analytics-card-empty {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  min-height: 220px;
+  text-align: center;
+  gap: 0.35rem;
+  color: var(--bsplus-analytics-muted);
+}
+
+.bsplus-analytics-card-empty strong {
+  color: var(--bsplus-analytics-text);
+  font-size: 1rem;
+}
+
+/* ─── Layerchart / SVG (fix default black rects in dark UI) ─── */
+.bsplus-chart-host {
+  display: flex;
+  justify-content: center;
+  width: 100%;
+  overflow: visible;
+  color: var(--bsplus-analytics-muted);
+}
+
+.bsplus-analytics-root .bsplus-chart-surface {
+  height: 280px;
+  min-height: 280px;
+  max-height: 280px;
+}
+
+.bsplus-analytics-root .bsplus-chart-surface-bar {
+  height: 320px;
+  min-height: 320px;
+  max-height: 320px;
+}
+
+/* Bar chart: show axis spines and tick marks (area chart hides these) */
+.bsplus-analytics-root .bsplus-chart-surface-bar .lc-rule-x-line:not(.lc-grid-x-rule),
+.bsplus-analytics-root .bsplus-chart-surface-bar .lc-rule-y-line:not(.lc-grid-y-rule) {
+  stroke: color-mix(in srgb, var(--bsplus-analytics-muted) 45%, transparent) !important;
+}
+
+.bsplus-analytics-root .bsplus-chart-surface-bar .lc-axis-tick {
+  stroke: color-mix(in srgb, var(--bsplus-analytics-muted) 55%, transparent);
+}
+
+.bsplus-analytics-root .bsplus-chart-surface-bar .lc-axis-tick-label,
+.bsplus-analytics-root .bsplus-chart-surface-bar .bsplus-bar-tick-label {
+  fill: var(--bsplus-analytics-text) !important;
+  font-size: 0.7rem;
+  font-weight: 500;
+}
+
+.bsplus-analytics-root .bsplus-chart-surface-bar .lc-axis-label {
+  fill: var(--bsplus-analytics-muted) !important;
+  font-size: 0.7rem;
+  font-weight: 600;
+  text-transform: uppercase;
+  letter-spacing: 0.04em;
+}
+
+.bsplus-analytics-root [data-slot="chart"] svg {
+  background: transparent !important;
+  overflow: visible;
+}
+
+.bsplus-analytics-root [data-slot="chart"] .lc-root-container,
+.bsplus-analytics-root [data-slot="chart"] .lc-layout-svg-g {
+  width: 100% !important;
+  height: 100% !important;
+  background: transparent !important;
+}
+
+/* Critical: layerchart layout group defaults to black fill */
+.bsplus-analytics-root [data-slot="chart"] .lc-layout-svg-g,
+.bsplus-analytics-root [data-slot="chart"] .lc-tooltip-rects-g,
+.bsplus-analytics-root [data-slot="chart"] .lc-highlight-area,
+.bsplus-analytics-root [data-slot="chart"] .lc-frame {
+  fill: transparent !important;
+}
+
+.bsplus-analytics-root [data-slot="chart"] .lc-grid-x-rule,
+.bsplus-analytics-root [data-slot="chart"] .lc-grid-y-rule {
+  stroke: color-mix(in srgb, var(--bsplus-analytics-muted) 28%, transparent);
+  stroke-opacity: 1;
+}
+
+.bsplus-analytics-root [data-slot="chart"] .lc-rule-x-line:not(.lc-grid-x-rule),
+.bsplus-analytics-root [data-slot="chart"] .lc-rule-y-line:not(.lc-grid-y-rule) {
+  stroke: transparent !important;
+}
+
+.bsplus-analytics-root [data-slot="chart"] .lc-axis-tick {
+  stroke: transparent;
+}
+
+.bsplus-analytics-root [data-slot="chart"] .lc-axis-tick-label {
+  fill: var(--bsplus-analytics-muted) !important;
+  font-weight: 400;
+}
+
+.bsplus-analytics-root [data-slot="chart"] .lc-line,
+.bsplus-analytics-root [data-slot="chart"] .lc-spline-path {
+  stroke: var(--bsplus-analytics-accent);
+}
+
+.bsplus-analytics-root [data-slot="chart"] .lc-area-path {
+  opacity: 1;
+}
+
+/* Bar series — force accent fill (bars were invisible/black) */
+.bsplus-analytics-root [data-slot="chart"] .lc-bar-path,
+.bsplus-analytics-root [data-slot="chart"] .lc-bar rect,
+.bsplus-analytics-root [data-slot="chart"] g[class*="bar"] rect,
+.bsplus-analytics-root [data-slot="chart"] rect.lc-bar {
+  fill: var(--color-count, var(--bsplus-analytics-accent)) !important;
+  stroke: none !important;
+}
+
+.bsplus-analytics-root [data-slot="chart"] .lc-highlight-line {
+  stroke: transparent;
+}
+
+.bsplus-analytics-root [data-slot="chart"] .lc-legend-swatch {
+  border-radius: 3px;
+}
+
+.bsplus-analytics-trend-up {
+  color: #16a34a;
+  font-weight: 600;
+}
+
+.bsplus-analytics-trend-down {
+  color: #dc2626;
+  font-weight: 600;
+}
+
+/* ─── Table ─── */
+.bsplus-analytics-table-wrap {
+  border-radius: var(--bsplus-analytics-radius);
+  background: var(--bsplus-analytics-surface);
+  border: 1px solid var(--bsplus-analytics-border);
+  box-shadow: var(--bsplus-analytics-shadow);
+  overflow: hidden;
+}
+
+.bsplus-analytics-table-header {
+  padding: 1rem 1.25rem;
+  border-bottom: 1px solid var(--bsplus-analytics-border);
+}
+
+.bsplus-analytics-table-header h2 {
+  margin: 0;
+  font-size: 1.05rem;
+  font-weight: 700;
+}
+
+.bsplus-analytics-table-scroll {
+  overflow-x: auto;
+}
+
+.bsplus-analytics-table {
+  width: 100%;
+  border-collapse: collapse;
+  font-size: 0.8125rem;
+}
+
+.bsplus-analytics-table thead {
+  background: color-mix(in srgb, var(--bsplus-analytics-surface-2) 85%, transparent);
+}
+
+.bsplus-analytics-table th {
+  padding: 0.75rem 1rem;
+  font-weight: 600;
+  text-align: left;
+  color: var(--bsplus-analytics-muted);
+  white-space: nowrap;
+}
+
+.bsplus-analytics-table th button {
+  font: inherit;
+  font-weight: 600;
+  color: inherit;
+  background: none;
+  border: none;
+  cursor: pointer;
+  padding: 0;
+  transition: color 0.15s ease;
+}
+
+.bsplus-analytics-table th button:hover {
+  color: var(--bsplus-analytics-accent);
+}
+
+.bsplus-analytics-table td {
+  padding: 0.7rem 1rem;
+  border-top: 1px solid var(--bsplus-analytics-border);
+  color: var(--bsplus-analytics-text);
+}
+
+.bsplus-analytics-table tbody tr {
+  transition: background 0.15s ease;
+}
+
+.bsplus-analytics-table tbody tr:hover {
+  background: color-mix(in srgb, var(--bsplus-analytics-accent) 6%, transparent);
+}
+
+.bsplus-analytics-table .cell-title {
+  max-width: 16rem;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+  font-weight: 500;
+}
+
+.bsplus-analytics-grade-pill {
+  display: inline-flex;
+  padding: 0.15rem 0.55rem;
+  border-radius: 999px;
+  font-weight: 700;
+  font-size: 0.75rem;
+  background: color-mix(in srgb, var(--bsplus-analytics-accent) 14%, transparent);
+  color: var(--bsplus-analytics-accent);
+}
+
+.bsplus-analytics-table-footer {
+  display: flex;
+  flex-wrap: wrap;
+  align-items: center;
+  justify-content: space-between;
+  gap: 1rem;
+  padding: 0.85rem 1.25rem;
+  border-top: 1px solid var(--bsplus-analytics-border);
+  color: var(--bsplus-analytics-muted);
+  font-size: 0.8125rem;
+}
+
+.bsplus-analytics-table-footer select {
+  margin-left: 0.35rem;
+  padding: 0.35rem 0.5rem;
+  border-radius: 8px;
+  border: 2px solid var(--bsplus-analytics-border);
+  background: var(--bsplus-analytics-surface-2);
+  color: var(--bsplus-analytics-text);
+  font-family: inherit;
+}
+
+.bsplus-analytics-footer {
+  display: flex;
+  flex-wrap: wrap;
+  align-items: center;
+  justify-content: flex-end;
+  gap: 0.75rem;
+  padding-bottom: 0.5rem;
+}
+
+/* ─── States ─── */
+.bsplus-analytics-alert {
+  padding: 0.75rem 1rem;
+  border-radius: var(--bsplus-analytics-radius-sm);
+  border: 1px solid color-mix(in srgb, #f59e0b 40%, transparent);
+  background: color-mix(in srgb, #f59e0b 12%, transparent);
+  color: var(--bsplus-analytics-text);
+  font-size: 0.8125rem;
+}
+
+.bsplus-analytics-loading {
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  min-height: 16rem;
+}
+
+.bsplus-analytics-spinner {
+  width: 3rem;
+  height: 3rem;
+  border-radius: 50%;
+  border: 4px solid var(--bsplus-analytics-border);
+  border-top-color: var(--bsplus-analytics-accent);
+  animation: bsplus-analytics-spin 0.75s linear infinite;
+}
+
+.bsplus-analytics-empty {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  gap: 1rem;
+  padding: 3rem 2rem;
+  text-align: center;
+  border-radius: var(--bsplus-analytics-radius);
+  background: var(--bsplus-analytics-surface);
+  border: 1px solid var(--bsplus-analytics-border);
+  box-shadow: var(--bsplus-analytics-shadow);
+}
+
+.bsplus-analytics-empty h2 {
+  margin: 0;
+  font-size: 1.25rem;
+}
+
+.bsplus-analytics-empty p {
+  margin: 0;
+  max-width: 28rem;
+  color: var(--bsplus-analytics-muted);
+  line-height: 1.55;
+}
+
+/* Legacy accent helpers for any remaining utility classes */
+.bsplus-analytics-root .accent-bg {
+  background-color: var(--bsplus-analytics-accent) !important;
+}
+
+.bsplus-analytics-root .accent-ring {
+  --tw-ring-color: var(--bsplus-analytics-accent);
+}
diff --git a/src/plugins/built-in/gradeAnalytics/timeRange.ts b/src/plugins/built-in/gradeAnalytics/timeRange.ts
new file mode 100644
index 00000000..0a2817c2
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/timeRange.ts
@@ -0,0 +1,224 @@
+import type { Assessment } from "./types";
+
+export type TimeRange = "all" | "365d" | "90d" | "30d" | "7d";
+
+export const TIME_RANGE_OPTIONS: { value: TimeRange; label: string }[] = [
+  { value: "all", label: "All time" },
+  { value: "365d", label: "Last 12 months" },
+  { value: "90d", label: "Last 3 months" },
+  { value: "30d", label: "Last 30 days" },
+  { value: "7d", label: "Last 7 days" },
+];
+
+export function getTimeRangeLabel(timeRange: TimeRange): string {
+  return TIME_RANGE_OPTIONS.find((o) => o.value === timeRange)?.label ?? "All time";
+}
+
+export function getTimeRangeCutoff(timeRange: TimeRange): Date | null {
+  if (timeRange === "all") return null;
+  const referenceDate = new Date();
+  let daysToSubtract = 90;
+  if (timeRange === "30d") daysToSubtract = 30;
+  else if (timeRange === "7d") daysToSubtract = 7;
+  else if (timeRange === "365d") daysToSubtract = 365;
+  const cutoff = new Date(referenceDate);
+  cutoff.setDate(cutoff.getDate() - daysToSubtract);
+  cutoff.setHours(0, 0, 0, 0);
+  return cutoff;
+}
+
+export function filterAssessmentsByTimeRange(
+  assessments: Assessment[],
+  timeRange: TimeRange,
+): Assessment[] {
+  const cutoff = getTimeRangeCutoff(timeRange);
+  if (!cutoff) return assessments;
+  return assessments.filter((a) => new Date(a.due) >= cutoff);
+}
+
+export type TrendPoint = {
+  date: Date;
+  average: number;
+  count: number;
+  [seriesKey: string]: number | Date;
+};
+
+export type TrendSeries = {
+  key: string;
+  label: string;
+  color: string;
+  isOverall?: boolean;
+};
+
+const SUBJECT_CHART_COLORS = [
+  "#2563eb",
+  "#16a34a",
+  "#ca8a04",
+  "#9333ea",
+  "#0891b2",
+  "#ea580c",
+  "#db2777",
+  "#4f46e5",
+  "#0d9488",
+  "#b45309",
+  "#7c3aed",
+  "#dc2626",
+];
+
+export function subjectChartColor(index: number): string {
+  return SUBJECT_CHART_COLORS[index % SUBJECT_CHART_COLORS.length];
+}
+
+function periodKeyForAssessment(
+  assessment: Assessment,
+  useMonthlyGrouping: boolean,
+): string {
+  const date = new Date(assessment.due);
+  if (useMonthlyGrouping) {
+    return date.toISOString().slice(0, 7);
+  }
+  const monday = new Date(date);
+  const dayOfWeek = date.getDay();
+  const diff = date.getDate() - dayOfWeek + (dayOfWeek === 0 ? -6 : 1);
+  monday.setDate(diff);
+  return monday.toISOString().slice(0, 10);
+}
+
+function periodDate(periodKey: string, useMonthlyGrouping: boolean): Date {
+  return useMonthlyGrouping ? new Date(`${periodKey}-01`) : new Date(periodKey);
+}
+
+function average(nums: number[]): number {
+  return nums.reduce((sum, g) => sum + g, 0) / nums.length;
+}
+
+function slugSubjectKey(name: string, keyBySubject: Map<string, string>): string {
+  if (keyBySubject.has(name)) return keyBySubject.get(name)!;
+  let base =
+    name
+      .trim()
+      .replace(/[^\w]+/g, "_")
+      .replace(/^_+|_+$/g, "")
+      .slice(0, 48) || "subject";
+  const taken = new Set(keyBySubject.values());
+  let candidate = base;
+  let n = 2;
+  while (taken.has(candidate)) {
+    candidate = `${base}_${n}`;
+    n++;
+  }
+  keyBySubject.set(name, candidate);
+  return candidate;
+}
+
+export function buildGradeTrendChart(
+  data: Assessment[],
+  timeRange: TimeRange,
+  options: { showPerSubject?: boolean } = {},
+): { points: TrendPoint[]; series: TrendSeries[]; accentColor: string } {
+  const accentColor =
+    "var(--bsplus-analytics-accent, var(--better-main, #007bff))";
+
+  const graded = data.filter(
+    (a) => a.finalGrade !== undefined && a.finalGrade !== null,
+  );
+  if (!graded.length) {
+    return { points: [], series: [], accentColor };
+  }
+
+  const useMonthlyGrouping = timeRange === "365d" || timeRange === "all";
+  const cutoff = getTimeRangeCutoff(timeRange);
+
+  const overallBuckets = new Map<string, number[]>();
+  const subjectBuckets = new Map<string, Map<string, number[]>>();
+  const subjectLabels = new Map<string, string>();
+  const keyBySubject = new Map<string, string>();
+
+  for (const assessment of graded) {
+    const grade = assessment.finalGrade!;
+    const periodKey = periodKeyForAssessment(assessment, useMonthlyGrouping);
+    const periodDateValue = periodDate(periodKey, useMonthlyGrouping);
+    if (cutoff && periodDateValue < cutoff) continue;
+
+    if (!overallBuckets.has(periodKey)) overallBuckets.set(periodKey, []);
+    overallBuckets.get(periodKey)!.push(grade);
+
+    if (options.showPerSubject) {
+      const subject = assessment.subject;
+      if (!subjectBuckets.has(subject)) {
+        subjectBuckets.set(subject, new Map());
+        subjectLabels.set(subject, subject);
+        slugSubjectKey(subject, keyBySubject);
+      }
+      const buckets = subjectBuckets.get(subject)!;
+      if (!buckets.has(periodKey)) buckets.set(periodKey, []);
+      buckets.get(periodKey)!.push(grade);
+    }
+  }
+
+  const periodKeys = new Set<string>(overallBuckets.keys());
+  if (options.showPerSubject) {
+    for (const buckets of subjectBuckets.values()) {
+      for (const key of buckets.keys()) periodKeys.add(key);
+    }
+  }
+
+  const points: TrendPoint[] = Array.from(periodKeys)
+    .sort()
+    .map((periodKey) => {
+      const grades = overallBuckets.get(periodKey) ?? [];
+      const point: TrendPoint = {
+        date: periodDate(periodKey, useMonthlyGrouping),
+        average: grades.length ? average(grades) : NaN,
+        count: grades.length,
+      };
+
+      if (options.showPerSubject) {
+        for (const [subject, buckets] of subjectBuckets) {
+          const seriesKey = keyBySubject.get(subject)!;
+          const subjectGrades = buckets.get(periodKey);
+          if (subjectGrades?.length) {
+            point[seriesKey] = average(subjectGrades);
+          }
+        }
+      }
+
+      return point;
+    })
+    .filter((p) => {
+      if (!Number.isNaN(p.average)) return true;
+      if (!options.showPerSubject) return false;
+      return Object.keys(p).some(
+        (key) =>
+          key !== "date" &&
+          key !== "average" &&
+          key !== "count" &&
+          typeof p[key] === "number" &&
+          !Number.isNaN(p[key] as number),
+      );
+    });
+
+  const series: TrendSeries[] = [
+    {
+      key: "average",
+      label: "Overall average",
+      color: accentColor,
+      isOverall: true,
+    },
+  ];
+
+  if (options.showPerSubject) {
+    const subjects = [...subjectLabels.keys()].sort((a, b) =>
+      a.localeCompare(b, undefined, { sensitivity: "base" }),
+    );
+    subjects.forEach((subject, index) => {
+      series.push({
+        key: keyBySubject.get(subject)!,
+        label: subject,
+        color: subjectChartColor(index),
+      });
+    });
+  }
+
+  return { points, series, accentColor };
+}
diff --git a/src/plugins/built-in/gradeAnalytics/types.ts b/src/plugins/built-in/gradeAnalytics/types.ts
new file mode 100644
index 00000000..c774d920
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/types.ts
@@ -0,0 +1,29 @@
+export type AssessmentStatus = "OVERDUE" | "MARKS_RELEASED" | "PENDING";
+
+export interface Assessment {
+  id: number;
+  title: string;
+  subject: string;
+  status: AssessmentStatus;
+  due: string;
+  code: string;
+  metaclassID: number;
+  programmeID: number;
+  graded: boolean;
+  overdue: boolean;
+  hasFeedback: boolean;
+  expectationsEnabled: boolean;
+  expectationsCompleted: boolean;
+  reflectionsEnabled: boolean;
+  reflectionsCompleted: boolean;
+  availability: string;
+  finalGrade?: number;
+  letterGrade?: string;
+}
+
+export type AnalyticsData = Assessment[];
+
+export interface AnalyticsCache {
+  updatedAt: number;
+  assessments: Assessment[];
+}
diff --git a/src/plugins/built-in/gradeAnalytics/ui.ts b/src/plugins/built-in/gradeAnalytics/ui.ts
new file mode 100644
index 00000000..92b3352f
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/ui.ts
@@ -0,0 +1,186 @@
+import tailwindStyles from "@/interface/index.css?inline";
+import pluginStyles from "./styles.css?inline";
+import { settingsState } from "@/seqta/utils/listeners/SettingsState";
+import { mount, unmount } from "svelte";
+import GradeAnalyticsPage from "./GradeAnalyticsPage.svelte";
+
+type ThemeSettingKey =
+  | "selectedColor"
+  | "DarkMode"
+  | "adaptiveThemeColour"
+  | "adaptiveThemeGradient"
+  | "selectedTheme";
+
+type ThemeListenerRegistration = {
+  key: ThemeSettingKey;
+  listener: () => void;
+};
+
+let currentApp: ReturnType<typeof mount> | null = null;
+let shadowHost: HTMLElement | null = null;
+let analyticsRoot: HTMLElement | null = null;
+let darkModeObserver: MutationObserver | null = null;
+let themeStyleObserver: MutationObserver | null = null;
+let themeListeners: ThemeListenerRegistration[] = [];
+
+const THEME_CSS_VARS = [
+  "--better-main",
+  "--better-pale",
+  "--better-light",
+  "--text-color",
+  "--background-primary",
+  "--background-secondary",
+  "--text-primary",
+  "--theme-offset-bg",
+  "--better-sub",
+] as const;
+
+const ACCENT_CSS_VARS = [
+  "--better-main",
+  "--accent-color-value",
+  "--accentColor",
+  "--colour-betterseqta-blue",
+] as const;
+
+/** Resolve a solid colour for charts (gradients → first stop). */
+function extractSolidColor(value: string): string | null {
+  const trimmed = value.trim();
+  if (!trimmed || trimmed === "initial") return null;
+  if (
+    trimmed.startsWith("#") ||
+    trimmed.startsWith("rgb") ||
+    trimmed.startsWith("hsl")
+  ) {
+    return trimmed;
+  }
+  if (trimmed.includes("gradient")) {
+    const match = trimmed.match(
+      /#[0-9A-Fa-f]{6}|#[0-9A-Fa-f]{3}|rgba?\([^)]+\)/i,
+    );
+    return match?.[0] ?? null;
+  }
+  return null;
+}
+
+function resolvePageAccentColor(): string {
+  const computed = getComputedStyle(document.documentElement);
+  for (const name of ACCENT_CSS_VARS) {
+    const solid = extractSolidColor(computed.getPropertyValue(name));
+    if (solid) return solid;
+  }
+  const fromSettings = settingsState.selectedColor?.trim();
+  if (fromSettings) {
+    const solid = extractSolidColor(fromSettings);
+    if (solid) return solid;
+  }
+  return "#007bff";
+}
+
+function syncThemeFromPage(target: HTMLElement) {
+  const computed = getComputedStyle(document.documentElement);
+
+  for (const name of THEME_CSS_VARS) {
+    const value = computed.getPropertyValue(name).trim();
+    if (value) {
+      target.style.setProperty(name, value);
+    }
+  }
+
+  const accent = resolvePageAccentColor();
+  target.style.setProperty("--bsplus-analytics-accent", accent);
+  target.style.setProperty("--better-main", accent);
+
+  target.classList.toggle(
+    "dark",
+    document.documentElement.classList.contains("dark"),
+  );
+}
+
+function syncThemeToAnalyticsUi() {
+  if (shadowHost) syncThemeFromPage(shadowHost);
+  if (analyticsRoot) syncThemeFromPage(analyticsRoot);
+}
+
+function clearThemeListeners() {
+  for (const { key, listener } of themeListeners) {
+    settingsState.unregister(key, listener);
+  }
+  themeListeners = [];
+}
+
+function watchThemeChanges() {
+  clearThemeListeners();
+
+  const keys: ThemeSettingKey[] = [
+    "selectedColor",
+    "DarkMode",
+    "adaptiveThemeColour",
+    "adaptiveThemeGradient",
+    "selectedTheme",
+  ];
+
+  const listener = () => syncThemeToAnalyticsUi();
+  for (const key of keys) {
+    settingsState.register(key, listener);
+    themeListeners.push({ key, listener });
+  }
+
+  themeStyleObserver?.disconnect();
+  themeStyleObserver = new MutationObserver(() => syncThemeToAnalyticsUi());
+  themeStyleObserver.observe(document.documentElement, {
+    attributes: true,
+    attributeFilter: ["style", "class"],
+  });
+}
+
+function teardown() {
+  clearThemeListeners();
+  themeStyleObserver?.disconnect();
+  themeStyleObserver = null;
+
+  if (currentApp) {
+    unmount(currentApp);
+    currentApp = null;
+  }
+  darkModeObserver?.disconnect();
+  darkModeObserver = null;
+  shadowHost?.remove();
+  shadowHost = null;
+  analyticsRoot = null;
+}
+
+export function renderAnalyticsPage(container: HTMLElement) {
+  teardown();
+
+  container.innerHTML = "";
+  container.className = "bsplus-analytics-container";
+
+  shadowHost = document.createElement("div");
+  shadowHost.className = "bsplus-analytics-host";
+  container.appendChild(shadowHost);
+
+  const shadow = shadowHost.attachShadow({ mode: "open" });
+
+  const styleElement = document.createElement("style");
+  styleElement.textContent = `${tailwindStyles}\n${pluginStyles}`;
+  shadow.appendChild(styleElement);
+
+  analyticsRoot = document.createElement("div");
+  analyticsRoot.className = "bsplus-analytics-root";
+  syncThemeToAnalyticsUi();
+  shadow.appendChild(analyticsRoot);
+
+  watchThemeChanges();
+
+  darkModeObserver = new MutationObserver(() => syncThemeToAnalyticsUi());
+  darkModeObserver.observe(document.documentElement, {
+    attributes: true,
+    attributeFilter: ["class"],
+  });
+
+  currentApp = mount(GradeAnalyticsPage, { target: analyticsRoot });
+}
+
+export function unmountAnalyticsPage() {
+  teardown();
+}
diff --git a/src/plugins/built-in/gradeAnalytics/utils/cn.ts b/src/plugins/built-in/gradeAnalytics/utils/cn.ts
new file mode 100644
index 00000000..abc8c5f4
--- /dev/null
+++ b/src/plugins/built-in/gradeAnalytics/utils/cn.ts
@@ -0,0 +1,3 @@
+export function cn(...classes: (string | false | null | undefined)[]): string {
+  return classes.filter(Boolean).join(" ");
+}
diff --git a/src/plugins/index.ts b/src/plugins/index.ts
index 009e9e43..9a6ca1fa 100644
--- a/src/plugins/index.ts
+++ b/src/plugins/index.ts
@@ -15,6 +15,7 @@ import messageFoldersPlugin from "./built-in/messageFolders";
 
 // Heavy plugins (lazy-loaded only when enabled)
 import globalSearchPluginLazy from "./built-in/globalSearch/lazy";
+import gradeAnalyticsPluginLazy from "./built-in/gradeAnalytics/lazy";
 
 // Initialize plugin manager
 const pluginManager = PluginManager.getInstance();
@@ -34,6 +35,7 @@ pluginManager.registerPlugin(messageFoldersPlugin);
 
 // Register heavy plugins with lazy loading
 pluginManager.registerPlugin(globalSearchPluginLazy);
+pluginManager.registerPlugin(gradeAnalyticsPluginLazy);
 
 export { init as Monofile } from "./monofile";
 
diff --git a/src/plugins/monofile.ts b/src/plugins/monofile.ts
index c74d39ea..82f707e9 100644
--- a/src/plugins/monofile.ts
+++ b/src/plugins/monofile.ts
@@ -25,6 +25,7 @@ import {
   updateEngageHomeMenuActive,
 } from "@/seqta/utils/Loaders/LoadEngageHomePage";
 import { loadHomePage } from "@/seqta/utils/Loaders/LoadHomePage";
+import { loadAnalyticsPage } from "@/plugins/built-in/gradeAnalytics/loadAnalyticsPage";
 import { runStartupPopupQueue } from "@/seqta/utils/Openers/StartupPopupQueue";
 
 import { updateTimetableTimes } from "@/seqta/utils/updateTimetableTimes";
@@ -202,9 +203,7 @@ function SortMessagePageItems(messagesParentElement: any) {
 
 async function LoadPageElements(): Promise<void> {
   await AddBetterSEQTAElements();
-  const sublink: string | undefined = isSeqtaEngageExperience()
-    ? getEngageRoutePage()
-    : window.location.href.split("/")[4];
+  const sublink: string | undefined = getEngageRoutePage();
 
   if (isSeqtaEngageExperience() && !engageHashListenerAttached) {
     engageHashListenerAttached = true;
@@ -335,6 +334,11 @@ async function handleSublink(sublink: string | undefined): Promise<void> {
     case "news":
       await handleNewsPage();
       break;
+    case "analytics":
+      console.info("[BetterSEQTA+] Started Init (Analytics)");
+      if (settingsState.onoff) void loadAnalyticsPage();
+      finishLoad();
+      break;
     case undefined:
       window.location.replace(
         `${location.origin}/#?page=/${settingsState.defaultPage}`,
diff --git a/src/seqta/ui/dev/hideSensitiveContent.ts b/src/seqta/ui/dev/hideSensitiveContent.ts
index 145e1f60..d2b44e7d 100644
--- a/src/seqta/ui/dev/hideSensitiveContent.ts
+++ b/src/seqta/ui/dev/hideSensitiveContent.ts
@@ -705,6 +705,52 @@ export function getMockNotices() {
   };
 }
 
+export function getMockGradeAnalyticsData() {
+  const { assessments } = getMockAssessmentsData();
+  return assessments
+    .filter((a: { percentage?: number; results?: { percentage?: number } }) => {
+      const pct = a.percentage ?? a.results?.percentage;
+      return pct != null;
+    })
+    .map(
+      (
+        a: {
+          id: number;
+          title: string;
+          code: string;
+          due: string;
+          percentage?: number;
+          results?: { percentage?: number };
+          programmeID: number;
+          metaclassID: number;
+        },
+      ) => {
+        const finalGrade = a.percentage ?? a.results?.percentage ?? 0;
+        return {
+          id: a.id,
+          title: a.title,
+          subject: a.code,
+          status: "MARKS_RELEASED" as const,
+          due: a.due,
+          code: a.code,
+          metaclassID: a.metaclassID,
+          programmeID: a.programmeID,
+          graded: true,
+          overdue: false,
+          hasFeedback: false,
+          expectationsEnabled: false,
+          expectationsCompleted: false,
+          reflectionsEnabled: false,
+          reflectionsCompleted: false,
+          availability: "",
+          finalGrade,
+          letterGrade:
+            finalGrade >= 85 ? "A" : finalGrade >= 70 ? "B" : "C",
+        };
+      },
+    );
+}
+
 export function getMockAssessmentsData() {
   const subjects = mockData.subjects.slice(0, 5).map((title, i) => ({
     code: `SUBJ${i + 1}`,