Rebrand GCI to ACI

index.html

@@ -504,7 +504,7 @@ footer a:hover { text-decoration: underline; }
             <option value="wiki">WikiText-2 byte_ppl</option>
             <option value="blimp">BLiMP</option>
             <option value="arc">ARC-Easy</option>
-            <option value="gci">GCI</option>
+            <option value="aci">AxiomicLabs ACI</option>
             <option value="params">Parameters</option>
             <option value="date">Release Date</option>
           </select>
@@ -525,7 +525,7 @@ footer a:hover { text-decoration: underline; }
               <th class="cell-metric">WikiText-2 byte_ppl ↓</th>
               <th class="cell-metric">BLiMP ↑</th>
               <th class="cell-metric">ARC-Easy ↑</th>
-              <th class="cell-metric">GCI ↑</th>
+              <th class="cell-metric">ACI ↑</th>
               <th>Training Tokens</th>
               <th>Released</th>
               <th>Links</th>
@@ -594,7 +594,7 @@ const models = [
     params: "1.71M",
     blimp: 73.96,
     arc: 36.80,
-    gci: 48.02,
+    aci: 48.02,
     wiki: 3.09,
     tokens: "~300B",
     releaseDate: "2026-07-19",
@@ -608,7 +608,7 @@ const models = [
     params: "1K",
     blimp: 58.61,
     arc: 26.39,
-    gci: 0.57,
+    aci: 0.57,
     wiki: 11.27,
     tokens: "—",
     releaseDate: "2026-05-13",
@@ -635,7 +635,7 @@ const models = [
     params: "168K",
     blimp: 53.5,
     arc: 26.8,
-    gci: 48.95,
+    aci: 48.95,
     wiki: 7.79,
     tokens: "—",
     releaseDate: "2026-05-12",
@@ -675,7 +675,7 @@ const models = [
     params: "1.51M",
     blimp: 60.7,
     arc: 24.58,
-    gci: 51.57,
+    aci: 51.57,
     wiki: 4.09,
     tokens: "~30M",
     releaseDate: "2026-05-19",
@@ -702,7 +702,7 @@ const models = [
     params: "1.71M",
     blimp: 60.51,
     arc: 26.68,
-    gci: 51.28,
+    aci: 51.28,
     wiki: 4.23,
     tokens: "~50M",
     releaseDate: "2026-05-19",
@@ -716,7 +716,7 @@ const models = [
     params: "587K",
     blimp: 59.01,
     arc: 27.06,
-    gci: 51.40,
+    aci: 51.40,
     wiki: 4.52,
     tokens: "~200M",
     releaseDate: "2026-05-27",
@@ -730,7 +730,7 @@ const models = [
     params: "1.71M",
     blimp: 54.2,
     arc: 27.4,
-    gci: 49.54,
+    aci: 49.54,
     wiki: 4.82,
     tokens: "~4.5B",
     releaseDate: "2026-05-22",
@@ -757,7 +757,7 @@ const models = [
     params: "468K",
     blimp: 55.3,
     arc: 27.3,
-    gci: 48.96,
+    aci: 48.96,
     wiki: 4.49,
     tokens: "—",
     releaseDate: "2026-05-14",
@@ -771,7 +771,7 @@ const models = [
     params: "79.7M",
     blimp: 50.47,
     arc: 27.82,
-    gci: 49.77,
+    aci: 49.77,
     wiki: 12.42,
     tokens: "~21M",
     releaseDate: "2026-05-30",
@@ -785,7 +785,7 @@ const models = [
     params: "87.60M",
     blimp: 57.61,
     arc: 25,
-    gci: 49.50,
+    aci: 49.50,
     wiki: 11.24,
     tokens: "~18M",
     releaseDate: "2026-05-31",
@@ -799,7 +799,7 @@ const models = [
     params: "2.62M",
     blimp: 60.7,
     arc: 31.5,
-    gci: 50.42,
+    aci: 50.42,
     wiki: 3.17,
     tokens: "—",
     releaseDate: "2026-05-14",
@@ -813,7 +813,7 @@ const models = [
     params: "4.23M",
     blimp: 62.87,
     arc: 27.36,
-    gci: 50.99,
+    aci: 50.99,
     wiki: 3.77,
     tokens: "~80M",
     releaseDate: "2026-05-05",
@@ -827,7 +827,7 @@ const models = [
     params: "5.03M",
     blimp: 54.3,
     arc: 26.3,
-    gci: 48.40,
+    aci: 48.40,
     wiki: 6.26,
     tokens: "~22M",
     releaseDate: "2026-06-02",
@@ -841,7 +841,7 @@ const models = [
     params: "9.96M",
     blimp: 47.8,
     arc: 31,
-    gci: 49.54,
+    aci: 49.54,
     wiki: 5.31,
     tokens: "~46.7M",
     releaseDate: "2026-06-04",
@@ -855,7 +855,7 @@ const models = [
     params: "9.96M",
     blimp: 69,
     arc: 28,
-    gci: 50.21,
+    aci: 50.21,
     wiki: 6.72,
     tokens: "~10M",
     releaseDate: "2026-06-03",
@@ -869,7 +869,7 @@ const models = [
     params: "12.6M",
     blimp: 61.47,
     arc: 28.45,
-    gci: 49.86,
+    aci: 49.86,
     wiki: 8.76,
     tokens: "—",
     releaseDate: "2026-05-15",
@@ -883,7 +883,7 @@ const models = [
     params: "7.87M",
     blimp: 63.5,
     arc: 34.4,
-    gci: 52.56,
+    aci: 52.56,
     wiki: 2.73,
     tokens: "—",
     releaseDate: "2026-05-16",
@@ -897,7 +897,7 @@ const models = [
     params: "9.96M",
     blimp: 56.95,
     arc: 26.8,
-    gci: 50.71,
+    aci: 50.71,
     wiki: 6.73,
     tokens: "462M",
     releaseDate: "2026-06-01",
@@ -912,7 +912,7 @@ const models = [
     params: "982K",
     blimp: 68.7,
     arc: 32.5,
-    gci: 52.73,
+    aci: 52.73,
     wiki: 3.08,
     tokens: "100B",
     releaseDate: "2026-05-13",
@@ -926,7 +926,7 @@ const models = [
     params: "1.41M",
     blimp: 61.86,
     arc: 30.26,
-    gci: 51.04,
+    aci: 51.04,
     wiki: 3,
     tokens: "—",
     releaseDate: "2026-05-30",
@@ -940,7 +940,7 @@ const models = [
     params: "5.16M",
     blimp: 72.27,
     arc: 35.69,
-    gci: 53.07,
+    aci: 53.07,
     wiki: 2.57,
     tokens: "25B",
     releaseDate: "2026-05-19",
@@ -954,7 +954,7 @@ const models = [
     params: "74M",
     blimp: 74.91,
     arc: 39.06,
-    gci: 52.58,
+    aci: 52.58,
     wiki: 2.2,
     tokens: "~1.2B",
     releaseDate: "2026-06-01",
@@ -968,7 +968,7 @@ const models = [
     params: "51.8M",
     blimp: 76.3,
     arc: 52.2,
-    gci: 53.28,
+    aci: 53.28,
     wiki: 2.56,
     tokens: "20B",
     releaseDate: "2026-05-21",
@@ -983,7 +983,7 @@ const models = [
     params: "55.7M",
     blimp: 74.08,
     arc: 37.33,
-    gci: 52.90,
+    aci: 52.90,
     wiki: 2.29,
     tokens: "1.3B",
     releaseDate: "2026-06-05",
@@ -997,7 +997,7 @@ const models = [
     params: "91.1M",
     blimp: 78.35,
     arc: 41.5,
-    gci: 54.51,
+    aci: 54.51,
     wiki: 2.07,
     tokens: "6.5B",
     releaseDate: "2026-06-28",
@@ -1011,7 +1011,7 @@ const models = [
     params: "9.94M",
     blimp: 72.52,
     arc: 35.9,
-    gci: 54.25,
+    aci: 54.25,
     wiki: 2.46,
     tokens: "6.5B",
     releaseDate: "2026-06-13",
@@ -1025,7 +1025,7 @@ const models = [
     params: "5.96M",
     blimp: 65.23,
     arc: 33.38,
-    gci: 54.25,
+    aci: 54.25,
     wiki: 3.25,
     tokens: "1.1B",
     releaseDate: "2026-06-10",
@@ -1039,7 +1039,7 @@ const models = [
     params: "95M",
     blimp: 80.20,
     arc: 43.18,
-    gci: 53.90,
+    aci: 53.90,
     wiki: 2.08,
     tokens: "9B",
     releaseDate: "2026-07-06",
@@ -1053,7 +1053,7 @@ const models = [
     params: "28.4M",
     blimp: 69.75,
     arc: 38.59,
-    gci: 53.50,
+    aci: 53.50,
     wiki: 2.3,
     tokens: "2.6B",
     releaseDate: "2026-06-09",
@@ -1067,7 +1067,7 @@ const models = [
     params: "22.03M",
     blimp: 61.4,
     arc: 30.85,
-    gci: 53.66,
+    aci: 53.66,
     wiki: 3.14,
     tokens: "~1.57B",
     releaseDate: "2026-06-05",
@@ -1081,7 +1081,7 @@ const models = [
     params: "53.1M",
     blimp: 72.81,
     arc: 30.3,
-    gci: 52.77,
+    aci: 52.77,
     wiki: 2.38,
     tokens: "1.1B",
     releaseDate: "2026-06-09",
@@ -1095,7 +1095,7 @@ const models = [
     params: "117K",
     blimp: 51.77,
     arc: 26.39,
-    gci: 52.23,
+    aci: 52.23,
     wiki: 25.17,
     tokens: "500M",
     releaseDate: "2026-05-18",
@@ -1109,7 +1109,7 @@ const models = [
     params: "51.8M",
     blimp: 76.3,
     arc: 46.0,
-    gci: 53.53,
+    aci: 53.53,
     wiki: 2.04,
     tokens: "20B",
     releaseDate: "2026-05-27",
@@ -1123,7 +1123,7 @@ const models = [
     params: "51.8M",
     blimp: 64.14,
     arc: 45.16,
-    gci: 53.16,
+    aci: 53.16,
     wiki: 2.6,
     tokens: "20B",
     releaseDate: "2026-06-04",
@@ -1138,7 +1138,7 @@ const models = [
     params: "85.7M",
     blimp: 71.44,
     arc: 38.01,
-    gci: 52.51,
+    aci: 52.51,
     wiki: 2.2228,
     tokens: "~20B",
     releaseDate: "2026-05-22",
@@ -1153,7 +1153,7 @@ const models = [
     params: "75M",
     blimp: 76.10,
     arc: 35.65,
-    gci: 52.27,
+    aci: 52.27,
     wiki: 2.08,
     tokens: "~18B",
     releaseDate: "2026-05-29",
@@ -1168,7 +1168,7 @@ const models = [
     params: "75M",
     blimp: 76.02,
     arc: 39.10,
-    gci: 52.26,
+    aci: 52.26,
     wiki: 2.17,
     tokens: "~18B",
     releaseDate: "2026-05-29",
@@ -1183,7 +1183,7 @@ const models = [
     params: "11.9K",
     blimp: 52.43,
     arc: 25.46,
-    gci: 50.00,
+    aci: 50.00,
     wiki: 14.73,
     tokens: "500K",
     releaseDate: "2026-06-16",
@@ -1197,7 +1197,7 @@ const models = [
     params: "150M",
     blimp: 72.67,
     arc: 31.40,
-    gci: 50.83,
+    aci: 50.83,
     wiki: 2.45,
     tokens: "~1.47B",
     releaseDate: "2026-05-05",
@@ -1211,7 +1211,7 @@ const models = [
     params: "86M",
     blimp: 73.56,
     arc: 39.31,
-    gci: 52.42,
+    aci: 52.42,
     wiki: 2.3753,
     tokens: "—",
     releaseDate: "2026-06-18",
@@ -1226,7 +1226,7 @@ const models = [
     params: "86M",
     blimp: 70.33,
     arc: 34.68,
-    gci: 52.16,
+    aci: 52.16,
     wiki: 2.6839,
     tokens: "—",
     releaseDate: "2026-06-18",
@@ -1268,7 +1268,7 @@ const models = [
     params: "34.6M",
     blimp: 64.05,
     arc: 32.79,
-    gci: 54.44,
+    aci: 54.44,
     wiki: 2.875,
     tokens: "~115~165M",
     releaseDate: "2026-06-25",
@@ -1282,7 +1282,7 @@ const models = [
     params: "34.6M",
     blimp: 64.87,
     arc: 34.13,
-    gci: 54.16,
+    aci: 54.16,
     wiki: 2.838,
     tokens: "210M",
     releaseDate: "2026-06-28",
@@ -1296,7 +1296,7 @@ const models = [
     params: "125M",
     blimp: 81.28,
     arc: 57.07,
-    gci: 54.53,
+    aci: 54.53,
     wiki: 1.86,
     tokens: "75B",
     releaseDate: "2026-04-22",
@@ -1320,7 +1320,7 @@ const models = [
     params: "99.8M",
     blimp: 61.13,
     arc: 25.88,
-    gci: 50.66,
+    aci: 50.66,
     wiki: 3.878,
     tokens: "~625M",
     releaseDate: "2026-06-15",
@@ -1334,7 +1334,7 @@ const models = [
     params: "99.8M",
     blimp: 66.01,
     arc: 33.88,
-    gci: 51.69,
+    aci: 51.69,
     wiki: 2.879,
     tokens: "—",
     releaseDate: "2026-07-05",
@@ -1361,7 +1361,7 @@ const models = [
     params: "500k",
     blimp: 60.61,
     arc: 30.35,
-    gci: 49.58,
+    aci: 49.58,
     wiki: 4.1228,
     tokens: "300M",
     releaseDate: "2026-07-16",
@@ -1375,7 +1375,7 @@ const models = [
     params: "23.85M",
     blimp: 75.09,
     arc: 39.98,
-    gci: 53.72,
+    aci: 53.72,
     wiki: 2.2250,
     tokens: "~12.85B",
     releaseDate: "2026-07-07",
@@ -1390,7 +1390,7 @@ const models = [
     params: "51.8M",
     blimp: 67.4,
     arc: 45.9,
-    gci: 53.17,
+    aci: 53.17,
     wiki: 2.7,
     tokens: "23B",
     releaseDate: "2026-06-12",
@@ -1405,7 +1405,7 @@ const models = [
     params: "0.2M",
     blimp: 51.84,
     arc: 26.77,
-    gci: 49.26,
+    aci: 49.26,
     wiki: 8.0696,
     tokens: "1.5M",
     releaseDate: "2026-05-15",
@@ -1429,7 +1429,7 @@ const models = [
     params: "122.7M",
     blimp: 80.31,
     arc: 49.71,
-    gci: 55.044,
+    aci: 55.044,
     wiki: 2.628,
     tokens: "1.64B",
     releaseDate: "2026-07-29",
@@ -1635,16 +1635,16 @@ function renderStats() {
   const orgs = new Set(models.map(m => m.org));
   const blimps = models.filter(m => m.blimp).map(m => m.blimp);
   const arcs = models.filter(m => m.arc).map(m => m.arc);
-  const gcis = models.filter(m => typeof m.gci === 'number').map(m => m.gci);
+  const acis = models.filter(m => typeof m.aci === 'number').map(m => m.aci);
   const bestB = Math.max(...blimps);
   const bestA = Math.max(...arcs);
-  const bestG = gcis.length ? Math.max(...gcis) : null;
+  const bestACI = acis.length ? Math.max(...acis) : null;
   document.getElementById('stat-row').innerHTML = `
     <div class="stat-pill"><div class="label">Models</div><div class="value">${models.length}</div><div class="sub">On leaderboard</div></div>
     <div class="stat-pill"><div class="label">Organizations</div><div class="value">${orgs.size}</div><div class="sub">Contributing</div></div>
     <div class="stat-pill"><div class="label">Best BLiMP</div><div class="value" style="color:var(--green)">${bestB}%</div><div class="sub">${models.find(m => m.blimp === bestB).name}</div></div>
     <div class="stat-pill"><div class="label">Best ARC-E</div><div class="value" style="color:var(--green)">${bestA}%</div><div class="sub">${models.find(m => m.arc === bestA).name}</div></div>
-    ${gcis.length ? `<div class="stat-pill"><div class="label">Best GCI</div><div class="value" style="color:var(--green)">${bestG.toFixed(2)}%</div><div class="sub">${models.find(m => m.gci === bestG).name}</div></div>` : ''}
+    ${acis.length ? `<div class="stat-pill"><div class="label">Best ACI</div><div class="value" style="color:var(--green)">${bestACI.toFixed(2)}%</div><div class="sub">${models.find(m => m.aci === bestACI).name}</div></div>` : ''}
   `;
   document.getElementById('model-count-badge').textContent = `${models.length} models`;
 }
@@ -1671,10 +1671,10 @@ const sortComparators = {
     if (b.arc == null) return -1;
     return b.arc - a.arc;
   },
-  gci: (a, b) => {
-    if (typeof a.gci !== 'number') return 1;
-    if (typeof b.gci !== 'number') return -1;
-    return b.gci - a.gci;
+  aci: (a, b) => {
+    if (typeof a.aci !== 'number') return 1;
+    if (typeof b.aci !== 'number') return -1;
+    return b.aci - a.aci;
   },
   efficiency: (a, b) => getEfficiencyScore(b) - getEfficiencyScore(a),
   params: (a, b) => parseParams(a.params) - parseParams(b.params),
@@ -1803,8 +1803,8 @@ function renderTable() {
   const bMin = Math.min(...blimps), bMax = Math.max(...blimps);
   const aMin = Math.min(...arcs), aMax = Math.max(...arcs);
   const wMin = Math.min(...wikis), wMax = Math.max(...wikis);
-  const gcis = models.filter(m => typeof m.gci === 'number').map(m => m.gci);
-  const gMin = Math.min(...gcis), gMax = Math.max(...gcis);
+  const acis = models.filter(m => typeof m.aci === 'number').map(m => m.aci);
+  const aciMin = Math.min(...acis), aciMax = Math.max(...acis);
   const eMin = Math.min(...effs), eMax = Math.max(...effs);
 
   tbody.innerHTML = filtered.map((m, idx) => {
@@ -1842,9 +1842,9 @@ function renderTable() {
           ? `<span class="metric-val${isBestArc ? ' best' : ''}">${m.arc}%</span>`
           : '<span class="metric-na">TBD</span>'}
       </td>
-      <td class="cell-metric" style="${typeof m.gci === 'number' ? getColor(m.gci, gMin, gMax, false) : ''}">
-        ${typeof m.gci === 'number'
-          ? `<span class="metric-val${m.gci === gMax ? ' best' : ''}">${m.gci.toFixed(2)}%</span>`
+      <td class="cell-metric" style="${typeof m.aci === 'number' ? getColor(m.aci, aciMin, aciMax, false) : ''}">
+        ${typeof m.aci === 'number'
+          ? `<span class="metric-val${m.aci === aciMax ? ' best' : ''}">${m.aci.toFixed(2)}%</span>`
           : '<span class="metric-na">TBD</span>'}
       </td>
       <td class="cell-tokens">${m.tokens}</td>
@@ -1949,7 +1949,7 @@ function renderTimeline() {
 const METRICS = {
   blimp: { label: 'BLiMP', sub: 'Grammatical acceptability &middot; higher is better', unit: '%', lowerBetter: false },
   arc:   { label: 'ARC-Easy', sub: 'Science QA accuracy &middot; higher is better', unit: '%', lowerBetter: false },
-  gci:   { label: 'GCI', sub: 'Glint Clarity Index &middot; share of attention&times;gradient saliency landing on relevant sentences &middot; 50 = no preference over distractors', unit: '%', lowerBetter: false, dot: true, min: 45, max: 56 },
+  aci:   { label: 'ACI', sub: 'Attention Clarity Index by AxiomicLabs &middot; share of attention&times;gradient saliency landing on relevant sentences &middot; 50 = no preference over distractors', unit: '%', lowerBetter: false, dot: true, min: 45, max: 56 },
   wiki:  { label: 'WikiText-2', sub: 'Byte-level perplexity &middot; log scale &middot; lower is better &middot; models above 1000 ppl omitted', unit: '', lowerBetter: true, dot: true, cap: 1000 }
 };
 let activeMetric = 'blimp';
@@ -1964,8 +1964,8 @@ function setupMetricSwitch() {
     btn.addEventListener('click', () => {
       activeMetric = btn.dataset.metric;
       setupMetricSwitch();
-  setupTabs();
-  setupSearch();
+      setupTabs();
+      setupSearch();
       buildMetricChart();
     });
   });