diff --git a/site/src/components/AthleteView.svelte b/site/src/components/AthleteView.svelte
index 2b6d301..4916002 100644
--- a/site/src/components/AthleteView.svelte
+++ b/site/src/components/AthleteView.svelte
@@ -5,6 +5,7 @@
   import RecordsView from './RecordsView.svelte';
   import AthleteDrawer from './AthleteDrawer.svelte';
   import Explore from './Explore.svelte';
+  import NerdCorner from './NerdCorner.svelte';
   import { isUnlisted, formatElapsed, formatDistance, sportIcon } from '../lib/format';
   import { loadIndex, loadAthlete } from '../lib/dataloader';
 
@@ -22,7 +23,7 @@
   let error: string | null = null;
   let drawerOpen = false;
 
-  type Tab = 'power' | 'records' | 'segments' | 'profile' | 'explore';
+  type Tab = 'power' | 'records' | 'segments' | 'profile' | 'explore' | 'nerd';
   let activeTab: Tab = 'power';
   let mounted = false;
   let isOwner = false;
@@ -83,7 +84,7 @@
 
   onMount(async () => {
     isOwner = (window as any).__bincioMe === handle;
-    const TABS: Tab[] = ['power', 'records', 'segments', 'profile', 'explore'];
+    const TABS: Tab[] = ['power', 'records', 'segments', 'profile', 'explore', 'nerd'];
     const rawTab = new URLSearchParams(window.location.search).get('tab');
     const resolved = TABS.includes(rawTab as Tab) ? (rawTab as Tab) : 'power';
     activeTab = (resolved === 'explore' && !isOwner) ? 'power' : resolved;
@@ -149,7 +150,8 @@
     { key: 'records',  label: 'Records'     },
     { key: 'segments', label: 'Segments'    },
     { key: 'profile',  label: 'Profile'     },
-    { key: 'explore',  label: 'Explore', ownerOnly: true },
+    { key: 'explore',  label: 'Explore',      ownerOnly: true },
+    { key: 'nerd',     label: 'Nerd Corner',  ownerOnly: true },
   ];
   $: TABS = ALL_TABS.filter(t => !t.ownerOnly || isOwner);
 </script>
@@ -331,6 +333,13 @@
       </div>
     {/if}
 
+  <!-- Nerd Corner tab -->
+  {:else if activeTab === 'nerd'}
+    <div class="bg-zinc-900 rounded-xl p-4 border border-zinc-800">
+      <h3 class="text-sm font-medium text-zinc-400 uppercase tracking-wide mb-4">Year over year</h3>
+      <NerdCorner {activities} />
+    </div>
+
   <!-- Explore tab -->
   {:else if activeTab === 'explore'}
     <div style="height: calc(100vh - 200px); margin: 0 -1rem -1.5rem;">
diff --git a/site/src/components/NerdCorner.svelte b/site/src/components/NerdCorner.svelte
new file mode 100644
index 0000000..31ac619
--- /dev/null
+++ b/site/src/components/NerdCorner.svelte
@@ -0,0 +1,198 @@
+<script lang="ts">
+  import { onMount } from 'svelte';
+  import * as Plot from '@observablehq/plot';
+  import type { ActivitySummary } from '../lib/types';
+
+  export let activities: ActivitySummary[] = [];
+
+  type Metric      = 'distance' | 'elevation' | 'time';
+  type Granularity = 'week' | 'month';
+
+  let metric:      Metric      = 'distance';
+  let granularity: Granularity = 'week';
+
+  const METRIC_LABEL: Record<Metric, string> = {
+    distance:  'Distance (km)',
+    elevation: 'Elevation gain (m)',
+    time:      'Moving time (h)',
+  };
+  const METRIC_FMT: Record<Metric, (v: number) => string> = {
+    distance:  v => `${Math.round(v)} km`,
+    elevation: v => `${Math.round(v)} m`,
+    time:      v => `${v.toFixed(1)} h`,
+  };
+
+  // Colours for past years — current year is always blue-400
+  const PALETTE = [
+    '#f97316', '#34d399', '#a78bfa', '#f43f5e',
+    '#facc15', '#22d3ee', '#fb923c', '#4ade80',
+  ];
+
+  function dayOfYear(d: Date): number {
+    return Math.floor((d.getTime() - new Date(d.getFullYear(), 0, 0).getTime()) / 86400000);
+  }
+  function weekOfYear(d: Date): number {
+    return Math.min(52, Math.ceil(dayOfYear(d) / 7));
+  }
+
+  const _now         = new Date();
+  const _currentYear = _now.getFullYear();
+
+  function buildData(acts: ActivitySummary[], m: Metric, g: Granularity) {
+    const curPeriod = g === 'week' ? weekOfYear(_now) : _now.getMonth() + 1;
+    const byYear    = new Map<number, Map<number, number>>();
+
+    for (const act of acts) {
+      if (!act.started_at) continue;
+      const d   = new Date(act.started_at);
+      const yr  = d.getFullYear();
+      const per = g === 'week' ? weekOfYear(d) : d.getMonth() + 1;
+      const val = m === 'distance'  ? (act.distance_m      ?? 0) / 1000
+                : m === 'elevation' ? (act.elevation_gain_m ?? 0)
+                :                    (act.moving_time_s     ?? 0) / 3600;
+      if (!byYear.has(yr)) byYear.set(yr, new Map());
+      const ym = byYear.get(yr)!;
+      ym.set(per, (ym.get(per) ?? 0) + val);
+    }
+
+    const years  = [...byYear.keys()].sort();
+    const maxPer = g === 'week' ? 52 : 12;
+    const rows: { year: string; period: number; value: number }[] = [];
+
+    for (const yr of years) {
+      const pm    = byYear.get(yr)!;
+      const limit = yr === _currentYear ? curPeriod : maxPer;
+      let cum = 0;
+      for (let p = 1; p <= limit; p++) {
+        cum += pm.get(p) ?? 0;
+        rows.push({ year: String(yr), period: p, value: cum });
+      }
+    }
+
+    const colorDomain = years.map(String);
+    const colorRange  = years.map((y, i) =>
+      y === _currentYear ? '#60a5fa' : PALETTE[i % PALETTE.length]);
+
+    return { rows, colorDomain, colorRange };
+  }
+
+  $: ({ rows, colorDomain, colorRange } = buildData(activities, metric, granularity));
+
+  let chartEl: HTMLElement;
+
+  function renderChart(
+    rows:        { year: string; period: number; value: number }[],
+    colorDomain: string[],
+    colorRange:  string[],
+    m:           Metric,
+    g:           Granularity,
+  ) {
+    if (!chartEl) return;
+    chartEl.innerHTML = '';
+    if (!rows.length) return;
+
+    const maxPer  = g === 'week' ? 52 : 12;
+    const xLabel  = g === 'week' ? 'Week' : 'Month';
+    const axColor = document.documentElement.getAttribute('data-theme') === 'light' ? '#52525b' : '#a1a1aa';
+    const fmt     = METRIC_FMT[m];
+    const curYear = String(_currentYear);
+    const pastRows = rows.filter(r => r.year !== curYear);
+    const curRows  = rows.filter(r => r.year === curYear);
+
+    const MONTH_LABELS = ['Jan','Feb','Mar','Apr','May','Jun','Jul','Aug','Sep','Oct','Nov','Dec'];
+
+    const chart = Plot.plot({
+      width:        chartEl.clientWidth || 700,
+      height:       320,
+      marginLeft:   60,
+      marginBottom: 40,
+      style: { background: 'transparent', color: axColor },
+      x: {
+        label:      xLabel,
+        domain:     [1, maxPer],
+        grid:       true,
+        tickFormat: g === 'month'
+          ? (d: number) => MONTH_LABELS[d - 1]
+          : (d: number) => String(d),
+      },
+      y: { label: METRIC_LABEL[m], grid: true, zero: true },
+      color: { domain: colorDomain, range: colorRange, legend: true },
+      marks: [
+        ...(pastRows.length ? [
+          Plot.line(pastRows, {
+            x: 'period', y: 'value', stroke: 'year',
+            strokeWidth: 1.5, curve: 'monotone-x',
+          }),
+          Plot.dot(pastRows, {
+            x: 'period', y: 'value', fill: 'year', r: 2, fillOpacity: 0,
+            tip: true,
+            title: (d: any) => `${d.year}  ·  ${xLabel} ${d.period}\n${fmt(d.value)}`,
+          }),
+        ] : []),
+        ...(curRows.length ? [
+          Plot.line(curRows, {
+            x: 'period', y: 'value', stroke: 'year',
+            strokeWidth: 2.5, curve: 'monotone-x',
+          }),
+          Plot.dot(curRows, {
+            x: 'period', y: 'value', fill: 'year', r: 2, fillOpacity: 0,
+            tip: true,
+            title: (d: any) => `${d.year}  ·  ${xLabel} ${d.period}\n${fmt(d.value)}`,
+          }),
+        ] : []),
+      ],
+    });
+    chartEl.appendChild(chart);
+  }
+
+  $: renderChart(rows, colorDomain, colorRange, metric, granularity);
+
+  // Keep current values for resize / theme callbacks
+  let _r = rows, _cd = colorDomain, _cr = colorRange, _m = metric, _g = granularity;
+  $: _r = rows; $: _cd = colorDomain; $: _cr = colorRange; $: _m = metric; $: _g = granularity;
+
+  onMount(() => {
+    const ro = new ResizeObserver(() => renderChart(_r, _cd, _cr, _m, _g));
+    ro.observe(chartEl);
+    const mo = new MutationObserver(() => renderChart(_r, _cd, _cr, _m, _g));
+    mo.observe(document.documentElement, { attributes: true, attributeFilter: ['data-theme'] });
+    return () => { ro.disconnect(); mo.disconnect(); };
+  });
+</script>
+
+<style>
+  :global(.plot-tip text) { fill: #18181b !important; }
+  .controls { display: flex; flex-wrap: wrap; gap: 0.75rem; margin-bottom: 1.25rem; align-items: center; }
+  .pill-group { display: flex; gap: 0.375rem; }
+  .pill {
+    padding: 0.2rem 0.65rem;
+    border-radius: 9999px;
+    font-size: 0.78rem;
+    font-weight: 500;
+    border: 1px solid #3f3f46;
+    color: #71717a;
+    background: transparent;
+    cursor: pointer;
+    transition: all 0.12s;
+  }
+  .pill.active { background: #1d4ed822; border-color: #60a5fa; color: #60a5fa; }
+  .pill:hover:not(.active) { border-color: #a1a1aa; color: #d4d4d8; }
+</style>
+
+<div class="controls">
+  <div class="pill-group">
+    <button class="pill" class:active={metric === 'distance'}  on:click={() => metric = 'distance'}>Distance</button>
+    <button class="pill" class:active={metric === 'elevation'} on:click={() => metric = 'elevation'}>Elevation</button>
+    <button class="pill" class:active={metric === 'time'}      on:click={() => metric = 'time'}>Time</button>
+  </div>
+  <div class="pill-group">
+    <button class="pill" class:active={granularity === 'week'}  on:click={() => granularity = 'week'}>Weekly</button>
+    <button class="pill" class:active={granularity === 'month'} on:click={() => granularity = 'month'}>Monthly</button>
+  </div>
+</div>
+
+<div bind:this={chartEl} class="w-full min-h-[320px]"></div>
+
+{#if !rows.length}
+  <p class="text-zinc-500 text-sm mt-4">No activity data to display.</p>
+{/if}