Add 11 locally benchmarked models and fix wrapped-label bar alignment

matched-models.js

@@ -52,6 +52,17 @@ const MATCHED_ROWS = [
   ['Kiyo-65M','dedeprogames',64994816,'DedeProGames/Kiyo-65M',46.51,31.98,62.30,37.40,1067,1468,1062,1099,949,918,1007,1193],
   ['SupraNeo-4M','supralabs',4070240,'SupraLabs/SupraNeo-4M',34.47,27.84,55.39,31.20,868,963,770,820,856,834,978,883],
   ['cRia-LM-75M','sz14',75719000,'sz14/cRia-LM-75M',46.97,35.48,63.93,35.20,1069,1402,1040,1082,933,930,1029,1226],
+  ['Kiyo-230M-Preview','dedeprogames',229688064,'DedeProGames/Kiyo-230M-Preview',49.58,35.92,64.04,37.50,1092,1468,1077,1069,931,979,1038,1286],
+  ['DynamicMind-MoE','dedeprogames',30150912,'DedeProGames/DynamicMind-MoE',35.61,27.22,56.64,34.00,912,1115,923,951,843,822,970,793],
+  ['DynamicMind-Mini','dedeprogames',8884992,'DedeProGames/DynamicMind-Mini',34.97,26.87,55.39,35.80,868,1078,841,902,786,837,908,749],
+  ['LowOnMind-8M','dedeprogames',8060256,'DedeProGames/LowOnMind-8M',28.70,25.41,50.49,27.50,785,790,858,786,586,747,955,758],
+  ['LowOnMind-5M','dedeprogames',4920384,'DedeProGames/LowOnMind-5M',31.52,27.70,52.34,32.80,863,1008,758,881,851,872,900,805],
+  ['LowOnMind-1M','dedeprogames',985152,'DedeProGames/LowOnMind-1M',28.54,26.20,53.10,27.80,842,928,802,752,770,913,908,851],
+  ['LowOnMind-300k','dedeprogames',296960,'DedeProGames/LowOnMind-300k',29.08,24.96,50.22,29.50,833,921,848,728,707,938,905,789],
+  ['NanoDex-Test-500K-200M','dedeprogames',492192,'DedeProGames/NanoDex-Test-500K-200M',27.90,25.06,50.71,31.60,800,885,858,791,679,788,911,684],
+  ['NanoDex-1M','dedeprogames',1062272,'DedeProGames/NanoDex-1M',29.17,27.01,53.48,26.50,827,892,850,828,774,795,939,729],
+  ['BananaMind-Sundae','bananamindresearch',20156544,'bananamind-research-community/BananaMind-Sundae',33.92,26.08,54.46,34.20,891,1167,789,874,928,785,920,831],
+  ['BackKiyo-10M','dedebckp',9976832,'DedeBckp/BackKiyo-10M',35.40,28.08,55.66,35.10,924,1070,860,920,815,940,973,924],
 ];
 
 const ORGANIZATION_ROWS = [
@@ -79,9 +90,21 @@ const BASE_PARAMETER_COUNTS = {
   'Er-Large-30M':31944632,'Supra-Mini-v5-8M':7867584,'Rambley-150M-RealBase':149935616,
   'Haidass1.5-143M':143071296,'cRia-LM-75M':75719360,
 };
+// Measured locally with the official runners rather than matched from the supplied leaderboards.
+const LOCAL_RUN_METHOD = 'ARC Easy, HellaSwag and PIQA: lm-eval 0.4.10 zero-shot acc_norm (float32). Arithmark 3: official script acc_norm (bfloat16).';
+const localRun = (correct,contextWindow) => ({contextWindow,
+  provenance:`Local official complete run · 2026-09-13 · ${correct} / 350 correct (bfloat16). ${LOCAL_RUN_METHOD}`});
+const LOCAL_RUNS = {
+  'Kiyo-230M-Preview':localRun(221,2048), 'DynamicMind-MoE':localRun(137,1024),
+  'DynamicMind-Mini':localRun(125,1024), 'LowOnMind-8M':localRun(82,512),
+  'LowOnMind-5M':localRun(113,512), 'LowOnMind-1M':localRun(100,512),
+  'LowOnMind-300k':localRun(93,512), 'NanoDex-Test-500K-200M':localRun(88,512),
+  'NanoDex-1M':localRun(98,512), 'BananaMind-Sundae':localRun(134,1024), 'BackKiyo-10M':localRun(144,4096),
+};
 const RECOMMENDED_MODELS = new Set(['BananaMind-2-Pro','BananaMind-2-Medium','BananaMind-2-Mini',
   'SmolLM2-135M','SmolLM-135M','GPT-X2.5-135M','GPT-X2-125M','GPT-2','Kiyo-135M','Kiyo-65M',
-  'Rose-Pro','Rose-Medium','Supra2-100M-Base','Supra-50M-Base','GPT-S2-5M','BananaMind-2-Micro']);
+  'Rose-Pro','Rose-Medium','Supra2-100M-Base','Supra-50M-Base','GPT-S2-5M','BananaMind-2-Micro',
+  'Kiyo-230M-Preview','DynamicMind-MoE','LowOnMind-300k']);
 for (const row of MATCHED_ROWS) {
   const [name,org,params,repo,arc,hellaswag,piqa,arithmark3,overall,language,commonsense,knowledge,context,quantitative,logic,code] = row;
   if (row.length !== 16) throw new Error(`Invalid measurement row: ${name}`);
@@ -89,12 +112,12 @@ for (const row of MATCHED_ROWS) {
     id:name.toLowerCase().replace(/[^a-z0-9]+/g,'-'), name,org,params,
     paramsDisplay:params < 1e6 ? `${(params/1e3).toFixed(1)}K` : `${(params/1e6).toFixed(1)}M`,
     baseParams:BASE_PARAMETER_COUNTS[name] ?? params,
-    recommended:RECOMMENDED_MODELS.has(name), contextWindow:null,
+    recommended:RECOMMENDED_MODELS.has(name), contextWindow:LOCAL_RUNS[name]?.contextWindow ?? null,
     type:/Instruct|Reasoning/i.test(name) ? 'Instruction / reasoning model' : null,
     modality:null, arc,hellaswag,piqa,arithmark3,
     excludedSizeComparison:name === 'BananaMind-2-MoE',
     base:{overall,elo:{language,commonsense,knowledge,context,quantitative,logic,code},
-      provenance:'User-supplied Base Bench 1.1 leaderboard. Matched by Hugging Face repository; case and display-name differences normalized.'},
+      provenance:LOCAL_RUNS[name]?.provenance ?? 'User-supplied Base Bench 1.1 leaderboard. Matched by Hugging Face repository; case and display-name differences normalized.'},
     links:{card:`https://huggingface.co/${repo}`},
   });
 }

organizations.js

@@ -28,6 +28,7 @@ const ORGANIZATION_ASSETS = [
   ['cnwplayer','CNWPlayer','694742331f2408791d8e1472/qAkFOi18U_Yzv9UVnp7Wd.png','34, 211, 238','#22d3ee','CNWPlayer'],
   ['codesoft','CodeSoft','645aad59c4acfcf664022df5/BwD8ZMbxrK6h3CzxpwNfA.jpeg','80, 162, 255','#50a2ff','CodeSoft'],
   ['dedebckp','DedeBckp','noauth/sEn3rwht_EbEa83Ug8slJ.png','74, 222, 128','#4ade80','DedeBckp'],
+  ['bananamindresearch','BananaMind Research Community','69ae829a8408eeb0d7dd5491/POU3vsQeIkN2Lim-Lv0wR.png','253, 224, 71','#fde047','bananamind-research-community'],
 ];
 for (const [id,name,asset,rgb,chartBorder,repo] of ORGANIZATION_ASSETS) {
   ORGS[id] = {

styles.css

@@ -2,7 +2,7 @@
 
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strong{color:var(--accent)}.bar-label{display:flex;flex-direction:column;align-items:center;gap:5px;margin-top:13px;line-height:1.3}.org-logo{width:28px;height:28px;object-fit:cover;border-radius:7px;background:var(--surface2)}.bar-label .org-logo{width:22px;height:22px}.bar-label strong{font-size:13px;font-weight:500;white-space:nowrap}.bar-label small{font:11px monospace;color:var(--muted)}.chart-footer{border-top:1px solid var(--line);display:flex;align-items:center;justify-content:space-between;padding:15px 0;color:var(--muted);font-size:12px;gap:15px}.rainbow-dot{display:inline-block;width:9px;height:9px;border-radius:50%;background:var(--rainbow);margin-right:7px;box-shadow:0 0 9px #b7b5ed50}.detail-heading{display:flex;align-items:center;justify-content:space-between;margin:30px 0 14px;gap:16px}.detail-heading a{font-size:13px;color:var(--muted)}#model-detail{scroll-margin-top:20px}.detail-grid{display:grid;grid-template-columns:1.1fr 1fr;gap:24px}.profile-card{padding:25px 24px 0;background:linear-gradient(130deg,var(--surface),var(--bg));align-self:start}.profile-header{display:flex;align-items:center;justify-content:space-between;border-bottom:1px solid var(--line);padding-bottom:23px;gap:14px}.model-identity{display:flex;align-items:center;gap:13px}.model-identity .org-logo{width:48px;height:48px;border-radius:10px}.model-identity h2{font-size:20px;line-height:1.2}.model-identity .eyebrow{font-size:10px;letter-spacing:1px;margin-top:7px}.model-identity .eyebrow span{padding:0 6px}.overall{text-align:right;white-space:nowrap}.overall .eyebrow{display:block;font-size:10px}.overall strong{font-size:34px;line-height:1.3;letter-spacing:-1px}.overall small{font:10px monospace;color:var(--muted);margin-left:3px}.profile-labels{display:flex;justify-content:space-between;font:10px monospace;letter-spacing:1.5px;color:var(--muted);margin:22px 0 18px}.profile-row{display:grid;grid-template-columns:118px 1fr 35px;gap:12px;align-items:center;margin-bottom:16px;font-size:12px}.profile-row>span{color:var(--muted)}.profile-row strong{font:11px monospace;text-align:right}.meter{height:7px;background:var(--meter);position:relative}.meter:after{content:'';position:absolute;inset:0;background:repeating-linear-gradient(90deg,transparent 0,transparent calc(25% - 1px),var(--surface) calc(25% - 1px),var(--surface) 25%)}.meter i{display:block;height:100%;background:var(--fill)}.meter .spectrum{background:var(--rainbow)}.profile-bottom{display:flex;justify-content:space-between;padding:17px 0;border-top:1px solid var(--line);margin-top:23px;font-size:11px;color:var(--muted);gap:12px}.stat-grid{display:grid;grid-template-columns:1fr 1fr;gap:14px}.stat{padding:19px 22px;display:flex;flex-direction:column;align-items:flex-start}.stat>span{font-size:13px;color:var(--muted)}.stat strong{font-size:36px;letter-spacing:-1px;margin-top:10px;font-weight:500}.stat small{font-size:11px;color:var(--muted)}.specs{margin-top:22px}.specs h3{padding-bottom:11px;border-bottom:1px solid var(--line)}dl{margin:8px 0}dl>div{display:flex;justify-content:space-between;gap:20px;padding:7px 0;font-size:13px}dt{color:var(--muted)}dd{margin:0;text-align:right}.peer-note{font-size:11px;color:var(--muted);margin-top:13px}.exact-results{margin-top:24px}.table-scroll{overflow-x:auto}table{border-collapse:collapse;width:100%;text-align:left;font-size:13px;white-space:nowrap}th{font-size:11px;color:var(--muted);font-weight:400}td,th{padding:16px 20px;border-bottom:1px solid var(--line)}td strong{font-weight:500}td:not(:first-child),th:not(:first-child){text-align:right}tfoot td{font-weight:600;border-bottom:0}.metric-note{display:block;font-size:11px;color:var(--muted);margin-top:3px}.base-breakdown{border-top:1px solid var(--line);padding:24px}.base-breakdown p{font-size:12px;margin:9px 0 15px}.base-breakdown table{font-size:12px}.base-breakdown td,.base-breakdown th{padding:10px 0}.base-breakdown p:last-child{margin:16px 0 0;max-width:780px}.methodology{margin-top:20px}summary{cursor:pointer;padding:19px 23px;font-size:15px;font-weight:500}summary .muted{font-size:12px;font-weight:400;margin-left:16px}.method-content{padding:0 24px 24px;font-size:14px;max-width:900px}.method-content h3{margin:18px 0 8px}.method-content p{color:var(--muted);margin-bottom:12px}.method-content table{max-width:460px}.method-content td,.method-content th{padding:8px 0}footer{padding:28px 0;display:flex;justify-content:space-between;color:var(--muted);font-size:11px;gap:20px}dialog{color:var(--text);background:var(--surface);border:1px solid var(--line);border-radius:14px;width:min(520px,calc(100% - 32px));padding:25px;max-height:85vh}dialog::backdrop{background:#000a;backdrop-filter:blur(5px)}dialog p{font-size:14px;margin:16px 0}.search-label{display:block;font-size:12px;color:var(--muted)}input[type=search]{display:block;width:100%;background:var(--bg);color:var(--text);border:1px solid var(--line);border-radius:7px;padding:11px 13px;margin-top:5px}.picker-actions{display:flex;gap:8px;margin:16px 0}.picker-actions button{font-size:12px;padding:7px 10px}.model-option{display:flex;align-items:center;gap:12px;padding:15px 0;border-top:1px solid var(--line);cursor:pointer}.model-option input{accent-color:#d1af21;width:16px;height:16px}.model-option strong{display:block;font-size:14px}.model-option small{display:block;color:var(--muted);font-size:11px;margin-top:4px}.primary{background:#facc15;color:#1b200e;border-color:#facc15}.done{width:100%;margin-top:18px}.empty{padding:65px 20px;color:var(--muted);text-align:center;width:100%}.empty button{margin-top:14px}.text-button{padding:0;border:0;background:transparent}.text-button:hover{color:var(--accent)}[hidden]{display:none!important}
 @media(min-width:1000px){.chart-panel{min-height:450px}}@media(max-width:900px){.detail-grid{grid-template-columns:1fr}.panel-heading{align-items:flex-start;flex-direction:column}.toolbar{width:100%;justify-content:space-between}.profile-card{max-width:none}.profile-row{grid-template-columns:130px 1fr 40px}.profile-header h2{font-size:23px}.specification-area{display:grid;grid-template-columns:1fr 1fr;gap:24px}.stat-grid{align-self:start;grid-template-columns:1fr}.specs{margin:0}.brand-sub{display:none}dialog .panel-heading{flex-direction:row;align-items:center}}@media(max-width:550px){main{padding:26px 16px 0}.site-header{padding:0 16px;height:66px}.brand{gap:10px;font-size:15px}.brand>.muted{display:none}.quiet span{display:none}.version{display:none}.chart-panel{padding:20px 16px 0}.chart-footer{align-items:flex-start;font-size:10px}#chart-note{max-width:140px;text-align:right}.chart{height:335px}.bars{gap:12px;padding:0 12px}.profile-card{padding:20px 16px 0}.model-identity{gap:10px}.model-identity .org-logo{width:38px;height:38px}.profile-header h2{font-size:17px}.overall strong{font-size:28px}.profile-row{grid-template-columns:103px 1fr 30px;gap:8px;font-size:11px}.profile-header{gap:8px}.model-identity .eyebrow{font-size:9px}.specification-area{display:block}.stat-grid{grid-template-columns:1fr 1fr}.specs{margin-top:20px}.detail-heading a{font-size:11px}summary .muted{display:block;margin:4px 0 0 15px}td,th{padding:13px 16px}footer{flex-direction:column;gap:6px}.base-breakdown{padding:18px}.profile-bottom{font-size:10px}.stat strong{font-size:30px}}
 .org-initial{display:inline-flex;align-items:center;justify-content:center;font:600 14px 'Space Grotesk',sans-serif;color:var(--text);flex-shrink:0}.model-identity .org-initial{font-size:23px}
 .bars{min-width:max-content}.chart:has(.model-bar){min-width:max-content}.model-bar{width:108px;flex-basis:108px}.bar-label strong{white-space:normal;overflow-wrap:anywhere}.chart{height:365px}.chart-scroll{padding-bottom:12px}