BenchAtlas

BenchAtlas Index · 2026-07-14

Model rankings

Percentile-based composite across independent benchmark families. How it’s computed — coverage and uncertainty shown for every entry; models with too little evidence are never given a fake low score.

#SystemIndex
1 ·GPT 5.6 Solmax effort88.2compare
3 ·GPT 5.6 Terramax effort83.4compare
5 ·Claude Fable 5max effort82.7compare
7 ·Claude Opus 4.7max effort81.4compare
9 ·GPT 5.5 (2026-04-22)xhigh effort81.3compare
11 ·Claude Opus 4.8max effort80.2compare
17 ·Gemini 3.5 Flashmedium effort78.9compare
18 ·Gemini 3.1 Pro Preview78.8compare
19 ·Claude Opus 4.6max effort78.7compare
22 ·GPT 5.4 (2026-03-05)xhigh effort77.9compare
25 ·Grok 4.5high effort76.9compare
26 ·GPT 5.5 Pre Releasexhigh effort76.7compare
27 ·GPT 5.2 (2025-12-11)xhigh effort76.6compare
28 ·GPT 5.4 Pro (2026-03-05)76.5compare
29 ·GPT 5.3 Codexxhigh effort76.5compare
30 ·GLM 5.2max effort76.5compare
31 ·Claude Sonnet 5max effort75.9compare
34 ·GPT 5.6 Lunamax effort75.7compare
36 ·Claude Opus 4.5thinking75.3compare
37 ·Muse Spark 1.1xhigh effort75.1compare
45 ·Gemini 3 Pro Previewhigh effort73.5compare
46 ·GPT 5 Codexhigh effort73.5compare
47 ·Kimi K2 673.3compare
49 ·GPT 5.2 Codexxhigh effort73.3compare
50 ·Gemini 3 Flash Previewthinking73.2compare
59 ·Deepseek V4 Promax effort71.5compare
60 ·Muse Spark71.3compare
62 ·GPT 5 Pro (2025-10-06)70.4compare
65 ·Qwen3 7 Max69.9compare
69 ·Claude Sonnet 4.5 20250929thinking69.1compare
75 ·Mimo V2 5 Pro68.1compare
76 ·Grok 467.9compare
79 ·Claude Opus 4.5 20251101high effort67.7compare
81 ·GPT 5 (2025-08-07)high effort67.5compare
86 ·Mimo V2 Pro66.7compare
90 ·Claude Sonnet 4.6max effort66.2compare
91 ·Claude Opus 4.1 20250805thinking65.8compare
93 ·GLM 5thinking65.6compare
100 ·Grok 4.20 0309 Reasoning64.7compare
105 ·Gemini 2.5 Pro Exp 03.2564.0compare
106 ·Minimax M363.9compare
109 ·Minimax M2 563.8compare
112 ·Qwen3 6 Max Preview63.6compare
113 ·GPT 5.1 Codexhigh effort63.4compare
116 ·Deepseek V4 Flashmax effort63.2compare
124 ·Qwen3 7 Plus62.0compare
130 ·GLM 5.1thinking61.1compare
137 ·Gemini 2.5 Pro Preview 06.0560.6compare
138 ·O3 (2025-04-16)high effort60.5compare
139 ·Kimi K2 Thinking60.5compare
142 ·Deepseek R1 052860.3compare
143 ·Mimo V2 Flashthinking60.2compare
144 ·O1 (2024-12-17)high effort60.1compare
147 ·Qwen3 5 Plusthinking60.0compare
150 ·Grok 4.1 Fast Reasoning59.7compare
152 ·GPT 5.1 Codex Minihigh effort59.3compare
153 ·Qwen3 5 Flash59.3compare
154 ·Minimax M2 759.0compare
156 ·Deepseek V3 2thinking58.5compare
158 ·Grok 4 Fast Reasoning57.8compare
160 ·Kimi K2 5thinking57.6compare
162 ·Grok 4.3high effort57.5compare
164 ·Claude Haiku 4.5 20251001thinking57.0compare
167 ·Qwen3 5 27Bthinking56.9compare
169 ·Claude Sonnet 4 20250514thinking56.8compare
170 ·GLM 5v Turbothinking56.7compare
171 ·Grok 4 070956.5compare
174 ·Claude 4.5 Sonnetthinking56.2compare
176 ·GLM 4.7thinking55.9compare
177 ·Qwen3 5 397B A17bthinking55.4compare
178 ·Qwen3 6 27Bthinking55.3compare
179 ·Mimo V2 Omni55.2compare
182 ·Nemotron 3 Ultra 550B A55bthinking54.7compare
183 ·Step 3.5 Flash54.7compare
184 ·Minimax M2 154.7compare
185 ·GPT 5.4 Mini (2026-03-17)high effort54.6compare
186 ·GPT 5.1 (2025-11-13)high effort54.5compare
189 ·Gemini 2.5 Pro (2025-06-17)54.4compare
190 ·Mimo V2 554.4compare
197 ·Claude 4 Opusthinking52.8compare
198 ·Qwen3 5 122B A10bthinking52.6compare
199 ·GPT 5.4 Nano (2026-03-17)high effort52.6compare
204 ·Deepseek V3 2 Expthinking52.0compare
207 ·Kimi K2 7 Code51.1compare
214 ·O4 Mini (2025-04-16)high effort50.3compare
217 ·Grok 4 Fastthinking50.0compare
220 ·Qwen3 5 35B A3bthinking49.7compare
223 ·Moonshotai/kimi K2 Instruct49.5compare
224 ·Qwen3 6 Plus49.4compare
225 ·GPT 5 Mini (2025-08-07)high effort48.9compare
227 ·Gemma 4 31Bthinking48.9compare
236 ·Minimax M247.8compare
237 ·Mistral Medium 3.547.7compare
238 ·Deepseek V3 1 Terminusthinking47.6compare
239 ·Deepseek V3 1thinking47.6compare
240 ·Mercury 247.5compare
245 ·Claude Opus 4thinking47.0compare
246 ·GLM 4.6thinking46.5compare
255 ·Mistral Large 251245.2compare
258 ·Claude 3.7 Sonnetthinking44.1compare
259 ·Claude Opus 4 2025051444.0compare
260 ·Gemma 4 26B A4bthinking43.8compare
261 ·GLM 4.543.7compare
264 ·Kimi K2thinking43.4compare
267 ·Trinity Large Thinking43.0compare
269 ·Qwen3 Max42.8compare
272 ·Grok Code Fast 142.6compare
273 ·Claude 4 Sonnetthinking42.6compare
275 ·Qwen3 235B A22b 2507thinking42.5compare
276 ·Qwen3 Max Preview42.4compare
278 ·GPT OSS 120Bhigh effort42.3compare
279 ·Gemini 3.1 Flash Lite Preview41.9compare
281 ·O1 Preview (2024-09-12)41.7compare
282 ·Gemini 2.5 Flashthinking41.6compare
284 ·Claude Sonnet 4thinking41.3compare
289 ·Nvidia Nemotron 3 Super 120B A12bthinking40.8compare
290 ·Qwq 32B40.7compare
292 ·Grok 339.6compare
295 ·GLM 4.7 Flashthinking38.4compare
297 ·Intellect 338.0compare
298 ·Langston/nim/nvidia/llama 3.3 Nemotron Super 49B V1 42e84561thinking37.9compare
299 ·Qwen3 235B A22b37.8compare
301 ·Llama4 Maverick Instruct Basic37.6compare
302 ·GLM 4.5 Air37.5compare
304 ·GPT 4.1 (2025-04-14)high effort37.3compare
308 ·Claude 3.5 Sonnet 2024102237.0compare
311 ·GPT 4o (2024-05-13)36.1compare
314 ·Magistral Medium 250936.1compare
315 ·Grok Build 0.136.0compare
316 ·Command A Plus 05 202635.8compare
320 ·GPT OSS 20Bhigh effort35.3compare
322 ·GLM 4 6vthinking35.2compare
323 ·Qwen3 Coder 480B A35b Instruct35.1compare
325 ·Qwq 32B Preview34.8compare
326 ·Claude 3.7 Sonnet 2025021934.8compare
328 ·O3 Mini (2025-01-31)high effort34.6compare
331 ·O1 Mini (2024-09-12)34.6compare
332 ·Qwen3 235B A22b Instruct 250734.4compare
334 ·Gemini 2.0 Flash 00134.2compare
336 ·Grok 4 Fast Non Reasoning33.5compare
339 ·Claude 3.5 Sonnet 2024062032.7compare
340 ·Deepseek V3 032432.6compare
345 ·Grok 4.1 Fast Non Reasoning31.6compare
347 ·GPT 5 Nano (2025-08-07)high effort31.3compare
349 ·GPT 4o (2024-08-06)high effort30.8compare
350 ·Qwen3 VL 235B A22b Instruct30.7compare
352 ·Grok 2 121230.5compare
353 ·Ring Flash 2.030.4compare
354 ·Exaone 4.0 32Bthinking30.4compare
355 ·Qwen3 Next 80B A3b Instruct30.3compare
359 ·Gemini 1.5 Pro 00229.6compare
360 ·Qwen3 32Bthinking29.5compare
365 ·Qwen3 30B A3bthinking28.9compare
367 ·Ling Flash 2.028.7compare
368 ·Deepseek R1 Distill Qwen 14B28.4compare
370 ·GPT 4.1 Mini (2025-04-14)high effort27.9compare
372 ·Llama 3.1 Nemotron Ultra 253B V1thinking27.7compare
375 ·Magistral Small 250927.6compare
377 ·Qwen3 Coder 30B A3b Instruct27.1compare
378 ·Deepseek V326.6compare
379 ·Gemini 2.0 Flash Lite Preview26.4compare
380 ·GLM 4 5vthinking26.4compare
382 ·Gemini 2.0 Flash25.2compare
383 ·Mistral Large 325.0compare
384 ·Olmo 3.1 32B Think24.7compare
385 ·Gemini 1.5 Flash 00224.7compare
387 ·GPT 4o Mini (2024-07-18)24.5compare
388 ·Olmo 3 32B Think24.3compare
389 ·Meta Llama/llama 4 Scout 17B 16e Instruct24.1compare
390 ·Mistral Small 250324.1compare
394 ·Claude 223.4compare
396 ·Llama 3.2 90B Vision Instruct23.0compare
397 ·Deepseek R1 Distill Llama 70B22.9compare
398 ·GPT 4o (2024-11-20)high effort22.9compare
399 ·Mistral Medium 322.8compare
402 ·Llama 4 Maverick21.6compare
403 ·Qwen2 5 32B Instruct21.5compare
404 ·Qwen2 5 Coder 7B Instruct21.3compare
405 ·GPT 4 Turbo (2024-04-09)21.3compare
406 ·Jamba 1.5 Mini20.8compare
407 ·Qwen2 72B Instruct20.7compare
411 ·Qwen2 5 72B Instruct20.0compare
414 ·Jamba 1.5 Large19.6compare
415 ·Nova Pro19.1compare
416 ·Qwen2 5 Coder 32B Instruct18.9compare
417 ·Claude 3 Opus18.8compare
418 ·Olmo 3.1 32B Instruct18.5compare
419 ·Phi 418.2compare
420 ·Mistral Medium18.1compare
421 ·Granite 4.1 8B17.8compare
422 ·GPT 4.1 Nano (2025-04-14)high effort17.7compare
423 ·Nova Lite15.0compare
424 ·Mistral 7B Instruct14.0compare
425 ·Claude 3 Haiku14.0compare

426systems clear the coverage gate (≥4 benchmark families across ≥3 categories). Systems with less evidence appear on their model pages with full per-benchmark scores — absence of coverage is shown as absence, never as a low score. Reasoning-effort variants rank as separate systems; “best per model” (on by default) collapses them to each model’s best-ranked variant. Coverage dots scale against ~16 index families — hover for exact counts and confidence.