101 grok-4 Closed SpaceXAI · Grok 4 · best of 2 rows 22.5 Independent reasoning on version 4.3 Partially comparable 0.00 obs. 12 Sept 2026 artificialanalysis.ai T2 History 102 mimo-v2-0206 Open weights Xiaomi · best of 2 rows 22.4 Independent reasoning on version 4.3 Partially comparable -0.05 obs. 12 Sept 2026 artificialanalysis.ai T2 History 103 MiMo-V2.5 Open weights Xiaomi · best of 2 rows 22.3 Independent reasoning on version 4.3 Partially comparable -0.19 obs. 12 Sept 2026 artificialanalysis.ai T2 History 104 GLM 4.7 Open weights Z.ai (Zhipu AI) · GLM4.7 · best of 4 rows 22.2 Independent reasoning on version 4.3 Partially comparable -0.25 obs. 12 Sept 2026 artificialanalysis.ai T2 History 105 Kimi K2 Thinking Open weights Moonshot AI · Kimi · best of 2 rows 22.0 Independent reasoning on version 4.3 Partially comparable -0.47 obs. 12 Sept 2026 artificialanalysis.ai T2 History 106 Qwen3.6 27B Open weights Qwen · Qwen3.6 · best of 4 rows 21.9 Independent reasoning on version 4.3 Partially comparable -0.58 obs. 12 Sept 2026 artificialanalysis.ai T2 History 107 o3-pro Closed OpenAI · OpenAI o-series · best of 2 rows 21.9 Independent reasoning on version 4.3 Partially comparable -0.62 obs. 12 Sept 2026 artificialanalysis.ai T2 History 108 g9v3-39a5b Open weights AI9Stars · best of 2 rows 21.8 Independent reasoning on version 4.3 Partially comparable -0.66 obs. 12 Sept 2026 artificialanalysis.ai T2 History 109 KAT-Coder-Pro V2 Closed Kwaipilot · best of 2 rows 21.7 Independent reasoning off version 4.3 Partially comparable -0.79 obs. 12 Sept 2026 artificialanalysis.ai T2 History 110 DeepSeek V3 Open weights DeepSeek · DeepSeek · best of 5 rows 21.5 Independent reasoning on version 4.3 Partially comparable -1.00 obs. 12 Sept 2026 artificialanalysis.ai T2 History 110 DeepSeek V3.2 Open weights DeepSeek · DeepSeek-V3 21.5 Independent version 4.3 Partially comparable -1.00 obs. 11 Sept 2026 artificialanalysis.ai T2 History 112 Qwen3.5 397B A17B Open weights Qwen · Qwen3.5 · best of 4 rows 21.4 Independent reasoning off version 4.3 Partially comparable -1.05 obs. 12 Sept 2026 artificialanalysis.ai T2 History 113 Qwen3 Max Closed Qwen · Qwen3 · best of 4 rows 21.3 Independent reasoning on version 4.3 Partially comparable -1.23 obs. 12 Sept 2026 artificialanalysis.ai T2 History 114 gpt-5.4-nano Closed OpenAI · GPT 5.4 · best of 6 rows 21.2 Independent reasoning_effort xhigh version 4.3 Partially comparable -1.25 obs. 12 Sept 2026 artificialanalysis.ai T2 History 115 Claude Sonnet 4.5 Closed Anthropic · Claude · best of 4 rows 21.2 Independent reasoning on version 4.3 Partially comparable -1.31 obs. 12 Sept 2026 artificialanalysis.ai T2 History 116 MiniMax M2.1 Open weights MiniMax · MiniMax · best of 2 rows 20.9 Independent reasoning on version 4.3 Partially comparable -1.54 obs. 12 Sept 2026 artificialanalysis.ai T2 History 117 deepseek-v4-pro-0424-non-reasoning Open weights DeepSeek · DeepSeek 20.8 Independent version 4.3 Partially comparable -1.66 obs. 11 Sept 2026 artificialanalysis.ai T2 History 118 mimo-v2-flash Open weights Xiaomi · best of 4 rows 20.8 Independent reasoning on version 4.3 Partially comparable -1.67 obs. 12 Sept 2026 artificialanalysis.ai T2 History 119 Claude Opus 4 Closed Anthropic · Claude 20.6 Independent version 4.3 Partially comparable -1.85 obs. 11 Sept 2026 artificialanalysis.ai T2 History 119 claude-4-opus Closed Anthropic · Claude 4 · best of 3 rows 20.6 Independent reasoning on version 4.3 Partially comparable -1.85 obs. 12 Sept 2026 artificialanalysis.ai T2 History 121 gpt-5-mini Closed OpenAI · GPT 5 · best of 6 rows 20.6 Independent reasoning_effort medium version 4.3 Partially comparable -1.89 obs. 12 Sept 2026 artificialanalysis.ai T2 History 122 GPT-5.1-Codex Mini Closed OpenAI · GPT 5.1 · best of 2 rows 20.4 Independent reasoning_effort high version 4.3 Partially comparable -2.11 obs. 12 Sept 2026 artificialanalysis.ai T2 History 122 qwen3-5-omni-plus Closed Alibaba Group · Qwen3.5 · best of 2 rows 20.4 Independent reasoning off version 4.3 Partially comparable -2.11 obs. 12 Sept 2026 artificialanalysis.ai T2 History 124 grok-4-1-fast Closed SpaceXAI · Grok 4.1 · best of 4 rows 20.4 Independent reasoning on version 4.3 Partially comparable -2.12 obs. 12 Sept 2026 artificialanalysis.ai T2 History 125 o3 Closed OpenAI · OpenAI o-series · best of 2 rows 20.2 Independent reasoning on version 4.3 Partially comparable -2.29 obs. 12 Sept 2026 artificialanalysis.ai T2 History 126 LongCat 2.0 Open weights Meituan · best of 2 rows 19.7 Independent reasoning on version 4.3 Partially comparable -2.80 obs. 12 Sept 2026 artificialanalysis.ai T2 History 126 k-exaone-2-0-0803 Open weights LG AI Research · EXAONE 2.0 · best of 2 rows 19.7 Independent reasoning on version 4.3 Partially comparable -2.80 obs. 12 Sept 2026 artificialanalysis.ai T2 History 128 Step 3.7 Flash Open weights StepFun · Step3.7 · best of 2 rows 19.5 Independent reasoning on version 4.3 Partially comparable -3.01 obs. 12 Sept 2026 artificialanalysis.ai T2 History 129 Qwen3.5-35B-A3B Open weights Qwen · Qwen3.5 · best of 4 rows 19.3 Independent reasoning on version 4.3 Partially comparable -3.16 obs. 12 Sept 2026 artificialanalysis.ai T2 History 130 Claude Sonnet 4 Closed Anthropic · Claude · best of 4 rows 18.9 Independent reasoning on version 4.3 Partially comparable -3.57 obs. 12 Sept 2026 artificialanalysis.ai T2 History 131 deepseek-v4-flash-0420-non-reasoning Open weights DeepSeek · DeepSeek 18.9 Independent version 4.3 Partially comparable -3.61 obs. 11 Sept 2026 artificialanalysis.ai T2 History 132 Qwen3.6 35B A3B Open weights Qwen · Qwen3.6 · best of 4 rows 18.8 Independent reasoning on version 4.3 Partially comparable -3.68 obs. 12 Sept 2026 artificialanalysis.ai T2 History 133 jt-35b-flash Closed China Mobile · best of 2 rows 18.7 Independent reasoning off version 4.3 Partially comparable -3.83 obs. 12 Sept 2026 artificialanalysis.ai T2 History 134 MiniMax M2 Open weights MiniMax · MiniMax · best of 2 rows 18.6 Independent reasoning on version 4.3 Partially comparable -3.86 obs. 12 Sept 2026 artificialanalysis.ai T2 History 135 kat-coder-pro-v1 Closed KwaiKAT · best of 2 rows 18.6 Independent reasoning off version 4.3 Partially comparable -3.90 obs. 12 Sept 2026 artificialanalysis.ai T2 History 136 GLM 4.6 Open weights Z.ai (Zhipu AI) · GLM4.6 · best of 4 rows 18.5 Independent reasoning on version 4.3 Partially comparable -3.96 obs. 12 Sept 2026 artificialanalysis.ai T2 History 137 Muse Glimmer 30B Open weights Meta AI · best of 2 rows 18.1 Independent reasoning_effort high version 4.3 Partially comparable -4.42 obs. 12 Sept 2026 artificialanalysis.ai T2 History 138 grok-4-fast Closed SpaceXAI · Grok 4 · best of 4 rows 17.9 Independent reasoning on version 4.3 Partially comparable -4.55 obs. 12 Sept 2026 artificialanalysis.ai T2 History 139 Qwen3.5-122B-A10B Open weights Qwen · Qwen3.5 · best of 4 rows 17.8 Independent reasoning off version 4.3 Partially comparable -4.74 obs. 12 Sept 2026 artificialanalysis.ai T2 History 140 Claude 3.7 Sonnet Closed Anthropic · Claude · best of 4 rows 17.7 Independent reasoning on version 4.3 Partially comparable -4.78 obs. 12 Sept 2026 artificialanalysis.ai T2 History 141 Claude Haiku 4.5 Closed Anthropic · Claude · best of 4 rows 17.6 Independent reasoning on version 4.3 Partially comparable -4.90 obs. 12 Sept 2026 artificialanalysis.ai T2 History 142 ring-2-6-1t Open weights inclusionAI · best of 2 rows 17.3 Independent reasoning on version 4.3 Partially comparable -5.21 obs. 12 Sept 2026 artificialanalysis.ai T2 History 143 ling-2-6-1t Open weights inclusionAI · best of 2 rows 17 Independent reasoning off version 4.3 Partially comparable -5.49 obs. 12 Sept 2026 artificialanalysis.ai T2 History 144 Step 3.5 Flash Open weights StepFun · Step3.5 · best of 4 rows 17.0 Independent reasoning on version 4.3 Partially comparable -5.53 obs. 12 Sept 2026 artificialanalysis.ai T2 History 145 doubao-seed-code Closed ByteDance · Seed · best of 2 rows 16.9 Independent reasoning on version 4.3 Partially comparable -5.54 obs. 12 Sept 2026 artificialanalysis.ai T2 History 146 Gemma 4 26B A4B Open weights Google · Gemma 4 · best of 4 rows 16.7 Independent reasoning on version 4.3 Partially comparable -5.82 obs. 12 Sept 2026 artificialanalysis.ai T2 History 147 Gemini 2.5 Pro Closed Google · Gemini 2.5 · best of 2 rows 16.7 Independent reasoning on version 4.3 Partially comparable -5.83 obs. 12 Sept 2026 artificialanalysis.ai T2 History 148 o4-mini Closed OpenAI · OpenAI o-series · best of 2 rows 16.6 Independent reasoning_effort high version 4.3 Partially comparable -5.84 obs. 12 Sept 2026 artificialanalysis.ai T2 History 149 DeepSeek V3.2 Exp Open weights DeepSeek · DeepSeek-V3 · best of 3 rows 16.6 Independent reasoning on version 4.3 Partially comparable -5.91 obs. 12 Sept 2026 artificialanalysis.ai T2 History 150 qwen3-max-thinking-preview Closed Alibaba Group · Qwen3 · best of 2 rows 16.3 Independent reasoning on version 4.3 Partially comparable -6.20 obs. 12 Sept 2026 artificialanalysis.ai T2 History 151 Gemini 3.1 Flash-Lite Preview Closed Google · Gemini 3.1 · best of 2 rows 16.0 Independent reasoning on version 4.3 Partially comparable -6.46 obs. 12 Sept 2026 artificialanalysis.ai T2 History 152 gemini-2-5-flash-preview-09-2025 Closed Google · Gemini 2.5 · best of 6 rows 15.5 Independent reasoning on version 4.3 Partially comparable -7.02 obs. 12 Sept 2026 artificialanalysis.ai T2 History 153 Gemma 4 31B Open weights Google · Gemma 4 · best of 4 rows 15.4 Independent reasoning on version 4.3 Partially comparable -7.07 obs. 12 Sept 2026 artificialanalysis.ai T2 History 154 DeepSeek V3.1 Terminus Open weights DeepSeek · DeepSeek · best of 4 rows 15.4 Independent reasoning on version 4.3 Partially comparable -7.09 obs. 12 Sept 2026 artificialanalysis.ai T2 History 155 Kimi K2 0905 Open weights Moonshot AI · Kimi · best of 2 rows 15.3 Independent reasoning off version 4.3 Partially comparable -7.20 obs. 12 Sept 2026 artificialanalysis.ai T2 History 156 o1 Closed OpenAI · OpenAI o-series · best of 2 rows 15.2 Independent reasoning on version 4.3 Partially comparable -7.26 obs. 12 Sept 2026 artificialanalysis.ai T2 History 157 gemini-2-5-pro-03-25 Closed Google · Gemini 2.5 · best of 2 rows 15.0 Independent reasoning on version 4.3 Partially comparable -7.53 obs. 12 Sept 2026 artificialanalysis.ai T2 History 158 Mistral Medium 3.5 Open weights Mistral AI · Mistral · best of 2 rows 14.9 Independent reasoning on version 4.3 Partially comparable -7.60 obs. 12 Sept 2026 artificialanalysis.ai T2 History 159 GLM 4.7 Flash Open weights Z.ai (Zhipu AI) · GLM4.7 · best of 4 rows 14.9 Independent reasoning on version 4.3 Partially comparable -7.62 obs. 12 Sept 2026 artificialanalysis.ai T2 History 160 granite-4.2-30b Open weights IBM · Granite 4.2 · best of 2 rows 14.8 Independent reasoning on version 4.3 Partially comparable -7.66 obs. 12 Sept 2026 artificialanalysis.ai T2 History 161 grok-3-mini-reasoning Closed SpaceXAI · Grok 3 · best of 2 rows 14.6 Independent reasoning on reasoning_effort high version 4.3 Partially comparable -7.87 obs. 12 Sept 2026 artificialanalysis.ai T2 History 162 gemini-2-5-pro-05-06 Closed Google · Gemini 2.5 · best of 2 rows 14.5 Independent reasoning on version 4.3 Partially comparable -7.97 obs. 12 Sept 2026 artificialanalysis.ai T2 History 163 deepseek-v3-2-speciale Open weights DeepSeek · DeepSeek · best of 2 rows 14.5 Independent reasoning on version 4.3 Partially comparable -8.03 obs. 12 Sept 2026 artificialanalysis.ai T2 History 164 k-exaone Open weights LG AI Research · EXAONE · best of 4 rows 14.4 Independent reasoning on version 4.3 Partially comparable -8.12 obs. 12 Sept 2026 artificialanalysis.ai T2 History 165 ernie-5-0-thinking-preview Closed Baidu · ERNIE 5.0 · best of 2 rows 14.3 Independent reasoning on version 4.3 Partially comparable -8.23 obs. 12 Sept 2026 artificialanalysis.ai T2 History 166 grok-4.20-0309-non-reasoning Closed xAI · Grok 14.2 Independent version 4.3 Partially comparable -8.29 obs. 11 Sept 2026 artificialanalysis.ai T2 History 167 gemma-4-12B Open weights Google · Gemma 4 · best of 4 rows 14.2 Independent reasoning on version 4.3 Partially comparable -8.31 obs. 12 Sept 2026 artificialanalysis.ai T2 History 168 nova-2-0-pro Closed Amazon Web Services · Nova 2.0 · best of 6 rows 14.2 Independent reasoning on reasoning_effort medium version 4.3 Partially comparable -8.33 obs. 12 Sept 2026 artificialanalysis.ai T2 History 169 Grok Build 0.1 Closed xAI · Grok · best of 2 rows 14.1 Independent reasoning on version 4.3 Partially comparable -8.43 obs. 12 Sept 2026 artificialanalysis.ai T2 History 170 command-a-plus Open weights Cohere · Command · best of 2 rows 13.9 Independent reasoning on version 4.3 Partially comparable -8.57 obs. 12 Sept 2026 artificialanalysis.ai T2 History 171 deepseek-v3-2-0925 Open weights DeepSeek · DeepSeek 13.9 Independent version 4.3 Partially comparable -8.61 obs. 11 Sept 2026 artificialanalysis.ai T2 History 172 apriel-v1-5-15b-thinker Open weights ServiceNow · best of 2 rows 13.8 Independent reasoning on version 4.3 Partially comparable -8.67 obs. 12 Sept 2026 artificialanalysis.ai T2 History 173 DeepSeek V3.1 Open weights DeepSeek · DeepSeek-V3 · best of 4 rows 13.7 Independent reasoning off version 4.3 Partially comparable -8.78 obs. 12 Sept 2026 artificialanalysis.ai T2 History 174 Qwen3.5-9B Open weights Qwen · Qwen3.5 · best of 4 rows 13.7 Independent reasoning on version 4.3 Partially comparable -8.84 obs. 12 Sept 2026 artificialanalysis.ai T2 History 174 nova-2-0-omni Closed Amazon Web Services · Nova 2.0 · best of 6 rows 13.7 Independent reasoning on reasoning_effort medium version 4.3 Partially comparable -8.84 obs. 12 Sept 2026 artificialanalysis.ai T2 History 176 NVIDIA Nemotron 3.5 Lightning 30B A3B Open weights NVIDIA · Nemotron 3.5 · best of 2 rows 13.6 Independent reasoning on version 4.3 Partially comparable -8.85 obs. 12 Sept 2026 artificialanalysis.ai T2 History 177 Nemotron 3 Super Open weights NVIDIA · Nemotron 3 · best of 2 rows 13.6 Independent reasoning on version 4.3 Partially comparable -8.94 obs. 12 Sept 2026 artificialanalysis.ai T2 History 178 Qwen3 VL 235B A22B Instruct Open weights Qwen · Qwen3 · best of 4 rows 13.4 Independent reasoning on version 4.3 Partially comparable -9.05 obs. 12 Sept 2026 artificialanalysis.ai T2 History 179 apriel-v1-6-15b-thinker Open weights ServiceNow · best of 2 rows 13.4 Independent reasoning on version 4.3 Partially comparable -9.09 obs. 12 Sept 2026 artificialanalysis.ai T2 History 180 nova-2-0-lite Closed Amazon Web Services · Nova 2.0 · best of 8 rows 13.4 Independent reasoning on reasoning_effort high version 4.3 Partially comparable -9.12 obs. 12 Sept 2026 artificialanalysis.ai T2 History 181 exaone-4-5-33b Open weights LG AI Research · EXAONE 4.5 · best of 2 rows 13.2 Independent reasoning on version 4.3 Partially comparable -9.28 obs. 12 Sept 2026 artificialanalysis.ai T2 History 182 minicpm5-2b Open weights OpenBMB · best of 2 rows 13.1 Independent reasoning on version 4.3 Partially comparable -9.35 obs. 12 Sept 2026 artificialanalysis.ai T2 History 183 Qwen3.5-4B Open weights Qwen · Qwen3.5 · best of 4 rows 13.1 Independent reasoning on version 4.3 Partially comparable -9.37 obs. 12 Sept 2026 artificialanalysis.ai T2 History 183 deepseek-r1 Open weights DeepSeek · DeepSeek-R1 · best of 2 rows 13.1 Independent reasoning on version 4.3 Partially comparable -9.37 obs. 12 Sept 2026 artificialanalysis.ai T2 History 185 Gemini 2.5 Flash Closed Google · Gemini 2.5 · best of 2 rows 13.1 Independent reasoning on version 4.3 Partially comparable -9.38 obs. 11 Sept 2026 artificialanalysis.ai T2 History 186 gpt-5-nano Closed OpenAI · GPT 5 · best of 6 rows 13.0 Independent reasoning_effort high version 4.3 Partially comparable -9.50 obs. 12 Sept 2026 artificialanalysis.ai T2 History 187 North Mini Code (free) Open weights Cohere · best of 2 rows 12.8 Independent reasoning on version 4.3 Partially comparable -9.65 obs. 12 Sept 2026 artificialanalysis.ai T2 History 188 GLM 4.5 Open weights Z.ai (Zhipu AI) · GLM4.5 · best of 2 rows 12.8 Independent reasoning on version 4.3 Partially comparable -9.72 obs. 12 Sept 2026 artificialanalysis.ai T2 History 189 Kimi K2 0711 Open weights Moonshot AI · Kimi · best of 2 rows 12.7 Independent reasoning off version 4.3 Partially comparable -9.77 obs. 12 Sept 2026 artificialanalysis.ai T2 History 190 Qwen3 235B A22B Instruct 2507 Open weights Qwen · Qwen3 · best of 4 rows 12.7 Independent reasoning on version 4.3 Partially comparable -9.78 obs. 12 Sept 2026 artificialanalysis.ai T2 History 191 gpt-4.1 Closed OpenAI · GPT 4.1 · best of 2 rows 12.7 Independent reasoning off version 4.3 Partially comparable -9.80 obs. 12 Sept 2026 artificialanalysis.ai T2 History 192 qwen3-max-preview Closed Alibaba Group · Qwen3 · best of 2 rows 12.6 Independent reasoning off version 4.3 Partially comparable -9.90 obs. 12 Sept 2026 artificialanalysis.ai T2 History 193 o3-mini Closed OpenAI · OpenAI o-series · best of 4 rows 12.5 Independent reasoning on version 4.3 Partially comparable -10.0 obs. 12 Sept 2026 artificialanalysis.ai T2 History 193 qwen3-5-omni-flash Closed Alibaba Group · Qwen3.5 · best of 2 rows 12.5 Independent reasoning off version 4.3 Partially comparable -10.0 obs. 12 Sept 2026 artificialanalysis.ai T2 History 195 o1-pro Closed OpenAI · OpenAI o-series · best of 2 rows 12.4 Independent reasoning on version 4.3 Partially comparable -10.1 obs. 12 Sept 2026 artificialanalysis.ai T2 History 196 gpt-oss-120b Open weights OpenAI · gpt-oss · best of 4 rows 12.3 Independent reasoning_effort high version 4.3 Partially comparable -10.1 obs. 12 Sept 2026 artificialanalysis.ai T2 History 197 jt-mini Closed China Mobile · best of 2 rows 12.2 Independent reasoning off version 4.3 Partially comparable -10.3 obs. 12 Sept 2026 artificialanalysis.ai T2 History 198 grok-3 Closed SpaceXAI · Grok 3 · best of 4 rows 12.1 Independent reasoning off version 4.3 Partially comparable -10.4 obs. 12 Sept 2026 artificialanalysis.ai T2 History 199 Seed-OSS-36B-Instruct Open weights ByteDance · Seed · best of 2 rows 12.1 Independent reasoning on version 4.3 Partially comparable -10.4 obs. 12 Sept 2026 artificialanalysis.ai T2 History 200 qwen3-coder-480b-a35b-instruct Open weights Alibaba Group · Qwen3-Coder · best of 2 rows 11.9 Independent reasoning off version 4.3 Partially comparable -10.6 obs. 12 Sept 2026 artificialanalysis.ai T2 History