| 1 | Gemini 4 CarbonGoogle | 100 | — | 91 | — | — |
| 2 | GPT 5 (High)OpenAI | 100 | — | — | 88 | — |
| 3 | Claude Fable 5.2 (xHigh)Anthropic | 100 | 1,836 | — | — | — |
| 4 | Claude 4.5 OpusAnthropic | 100 | — | — | — | 76.8 |
| 5 | Claude 4.6 OpusAnthropic | 98.2 | — | — | — | 75.6 |
| 6 | Claude Fable 5.1Anthropic | 98.2 | — | 89.7 | — | — |
| 7 | GPT 6.1 TerraOpenAI | 97.5 | — | 89.2 | — | — |
| 8 | Claude Opus 5.5 (Max)Anthropic | 97.2 | 1,814 | — | — | — |
| 9 | O3 Pro (High)OpenAI | 96.3 | — | — | 84.9 | — |
| 10 | Gemini 3 Pro PreviewGoogle | 96.2 | — | — | — | 74.2 |
| 11 | GPT 6 AstraOpenAI | 95.0 | — | 87.5 | — | — |
| 12 | Gemini 2.5 Pro Preview 06 05 32k Think (Thinking)Google | 94.2 | — | — | 83.1 | — |
| 13 | Gemini 4 ArgonGoogle | 92.5 | — | 85.7 | — | — |
| 14 | O3 (High)OpenAI | 92.1 | — | — | 81.3 | — |
| 15 | Claude 4.5 SonnetAnthropic | 92.0 | — | — | — | 71.4 |
| 16 | Claude Sonnet 5.5 (xHigh)Anthropic | 91.7 | 1,773 | — | — | — |
| 17 | Kimi k2.5Moonshot | 91.2 | — | — | — | 70.8 |
| 18 | Muse Spark 1.3Meta | 90.7 | — | 84.4 | — | — |
| 19 | GPT 5.6 TerraOpenAI | 90.4 | — | 84.2 | — | — |
| 20 | Grok 4 (High)xAI | 90.0 | — | — | 79.6 | — |
| 21 | Gemini 2.5 Pro Preview 06 05 Default Think (Thinking)Google | 89.5 | — | — | 79.1 | — |
| 22 | O3 + GPT 4.1 (High)OpenAI | 88.4 | — | — | 78.2 | — |
| 23 | GPT 6.1 Sol (Max)OpenAI | 87.9 | 1,743 | — | — | — |
| 24 | Gemini 2.5 Pro Preview 05 06Google | 86.8 | — | — | 76.9 | — |
| 25 | Claude 4 OpusAnthropic | 86.4 | — | — | — | 67.6 |
| 26 | Muse Wonder Full (Max)Meta | 85.3 | 1,723 | — | — | — |
| 27 | DeepSeek v4.1 Flash 1017DeepSeek | 85.0 | — | 80.4 | — | — |
| 28 | Claude 4.5 HaikuAnthropic | 85.0 | — | — | — | 66.6 |
| 29 | DeepSeek v3.2 Exp ReasonerDeepSeek | 83.6 | — | — | 74.2 | — |
| 30 | Mistral Large 4 0Mistral | 83.6 | — | 79.4 | — | — |
| 31 | Claude 4 SonnetAnthropic | 82.5 | — | — | — | 64.9 |
| 32 | Gemini 4 HydrogenGoogle | 82.3 | — | 78.5 | — | — |
| 33 | Gemini 2.5 Pro Preview 03 25Google | 82.1 | — | — | 72.9 | — |
| 34 | Claude Haiku 5.5Anthropic | 81.0 | — | 77.6 | — | — |
| 35 | Claude Opus 5 (Max)Anthropic | 81.0 | 1,691 | — | — | — |
| 36 | O4 Mini (High)OpenAI | 81.0 | — | — | 72 | — |
| 37 | Claude Opus 4 20250514 32k Thinking (Thinking)Anthropic | 81.0 | — | — | 72 | — |
| 38 | Kimi k3.1 Pro (Max)Moonshot | 80.6 | 1,688 | — | — | — |
| 39 | DeepSeek R1 0528DeepSeek | 80.3 | — | — | 71.4 | — |
| 40 | Kimi K2 ThinkingMoonshot | 80.2 | — | — | — | 63.4 |
| 41 | Grok 4.6xAI | 79.8 | — | 76.7 | — | — |
| 42 | Claude Opus 4 20250514 No Think (Thinking)Anthropic | 79.5 | — | — | 70.7 | — |
| 43 | qwen3.8 Max 0902阿里巴巴 | 79.1 | 1,676 | — | — | — |
| 44 | DeepSeek v3.2 Exp ChatDeepSeek | 78.9 | — | — | 70.2 | — |
| 45 | GPT 6 Sol (Max)OpenAI | 78.7 | 1,673 | — | — | — |
| 46 | DeepSeek v4.1 Flash 20261017 (Max)DeepSeek | 77.5 | 1,664 | — | — | — |
| 47 | Muse Wonder 1.0Meta | 77.2 | — | 74.9 | — | — |
| 48 | Kimi K3 (Max)Moonshot | 76.7 | 1,658 | — | — | — |
| 49 | Muse Wonder (Max)Meta | 75.5 | 1,649 | — | — | — |
| 50 | DeepSeek v3.2 ReasonerDeepSeek | 75.2 | — | — | — | 60 |
| 51 | Inkling 2 SmallThinking Machines | 75.2 | 1,646 | — | — | — |
| 52 | Gemini 3.8 FlashGoogle | 75.0 | — | 73.3 | — | — |
| 53 | Grok 4.7xAI | 74.7 | — | 73.1 | — | — |
| 54 | Mimo v2.6 Flash小米集团 | 74.1 | 1,638 | — | — | — |
| 55 | Gemini 3 FlashGoogle | 73.3 | 1,439 | — | — | 75.8 |
| 56 | Hy4 PreviewTencent | 73.3 | 1,632 | — | — | — |
| 57 | Claude 3 7 Sonnet 20250219 32k Thinking Tokens (Thinking)Anthropic | 72.6 | — | — | 64.9 | — |
| 58 | Claude Fable 5 (High)Anthropic | 72.5 | 1,625 | — | — | — |
| 59 | qwen3.8 Flash NextAlibaba | 72.2 | 1,624 | — | — | — |
| 60 | GLM 5.3 (Max)Zhipu | 72.1 | 1,622 | — | — | — |
| 61 | DeepSeek v4.1 Flash 20260910 (Max)DeepSeek | 71.8 | 1,621 | — | — | — |
| 62 | DeepSeek R1 + Claude 3 5 Sonnet 20241022DeepSeek | 71.6 | — | — | 64 | — |
| 63 | GPT 6 LunaOpenAI | 71.4 | — | 70.8 | — | — |
| 64 | GPT 5.6 Sol Xhigh Codex HarnessOpenAI | 71.1 | 1,615 | — | — | — |
| 65 | GLM 5.3 FlashZhipu | 70.9 | 1,609 | 70.9 | — | — |
| 66 | GLM 5Z-AI | 70.8 | 1,435 | — | — | 72.8 |
| 67 | U2 Flashunisound | 70.5 | 1,611 | — | — | — |
| 68 | Muse Ember (Max)Meta | 70.3 | 1,609 | — | — | — |
| 69 | GLM 5.2 (Max)zai | 70.2 | 1,608 | — | — | — |
| 70 | Devstral Small 2512Mistral | 69.9 | — | — | — | 56.4 |
| 71 | GPT 5.2OpenAI | 69.8 | 1,420 | — | — | 72.8 |
| 72 | MiniMax m2.5MiniMax | 69.8 | 1,386 | — | — | 75.8 |
| 73 | O1 2024 12 17 (High)OpenAI | 68.8 | — | — | 61.7 | — |
| 74 | Gemini 3 ProGoogle | 68.8 | 1,441 | — | — | 69.6 |
| 75 | qwen3.8 27bAlibaba | 68.6 | 1,590 | 69.3 | — | — |
| 76 | Claude Sonnet 4 20250514 32k Thinking (Thinking)Anthropic | 68.4 | — | — | 61.3 | — |
| 77 | qwen3.8 (Max)Alibaba | 67.9 | 1,670 | 60.9 | — | — |
| 78 | MiniMax m3.1 Flash稀宇科技 | 67.9 | 1,585 | 68.8 | — | — |
| 79 | Gemini 3.7 Flash (High)Google | 67.6 | 1,588 | — | — | — |
| 80 | Mimo v2.6 Pro小米集团 | 67.4 | 1,624 | 64.5 | — | — |
| 81 | O3 Mini (High)OpenAI | 67.3 | — | — | 60.4 | — |
| 82 | Claude 3 7 Sonnet 20250219 No Thinking (Thinking)Anthropic | 67.3 | — | — | 60.4 | — |
| 83 | Step 5 Preview阶跃星辰 | 66.9 | — | 67.6 | — | — |
| 84 | DeepSeek V4 Flash (High)DeepSeek | 66.7 | 1,582 | — | — | — |
| 85 | DeepSeek V4 Pro High 20260813DeepSeek | 66.7 | 1,581 | — | — | — |
| 86 | GLM 4.5Z.ai | 66.7 | — | — | — | 54.2 |
| 87 | Qwen3 235b A22b Diff No Think Alibaba ApiAlibaba | 66.4 | — | — | 59.6 | — |
| 88 | Devstral 2512Mistral | 66.1 | — | — | — | 53.8 |
| 89 | Kimi K2Moonshot | 65.8 | — | — | 59.1 | — |
| 90 | Claude 3.7 SonnetAnthropic | 64.6 | — | — | — | 52.8 |
| 91 | GPT 5.2 CodexOpenAI | 64.5 | 1,338 | — | — | 72.8 |
| 92 | Claude Opus 4.7 (High)Anthropic | 63.5 | 1,557 | — | — | — |
| 93 | Claude Opus 4.8 (High)Anthropic | 63.3 | 1,555 | — | — | — |
| 94 | DeepSeek R1DeepSeek | 63.2 | — | — | 56.9 | — |
| 95 | Grok 4.5xAI | 62.9 | 1,552 | — | — | — |
| 96 | Claude Sonnet 4 20250514 No Thinking (Thinking)Anthropic | 62.6 | — | — | 56.4 | — |
| 97 | Claude Opus 4.6 (High)Anthropic | 62.1 | 1,547 | — | — | — |
| 98 | DeepSeek v3.2DeepSeek | 61.6 | 1,326 | — | — | 70 |
| 99 | Muse Spark 1.1Meta | 61.5 | 1,541 | — | — | — |
| 100 | Claude Sonnet 5 (High)Anthropic | 61.1 | 1,539 | — | — | — |
| 101 | DeepSeek V3 0324DeepSeek | 61.0 | — | — | 55.1 | — |
| 102 | Gemini 2.5 Flash Preview 05 20 24k Think (Thinking)Google | 61.0 | — | — | 55.1 | — |
| 103 | Gemini 3.6 Flash (High)Google | 61.0 | 1,538 | — | — | — |
| 104 | Quasar AlphaOther | 60.5 | — | — | 54.7 | — |
| 105 | Muse Spark 1.2 (xHigh)Meta | 60.4 | 1,534 | — | — | — |
| 106 | GPT 5.1OpenAI | 59.7 | 1,342 | — | — | 66 |
| 107 | Muse Spark Open (Max)Meta | 59.5 | 1,526 | — | — | — |
| 108 | GPT 5.1 CodexOpenAI | 59.5 | 1,338 | — | — | 66 |
| 109 | Claude Sonnet 4.6Anthropic | 58.9 | 1,522 | — | — | — |
| 110 | Grok 3 BetaxAI | 58.9 | — | — | 53.3 | — |
| 111 | GPT 5.6 Terra Xhigh Codex HarnessOpenAI | 58.7 | 1,520 | — | — | — |
| 112 | GPT 5.6 Luna Xhigh Codex HarnessOpenAI | 58.5 | 1,519 | — | — | — |
| 113 | seed2.1 Pro PreviewByteDance | 58.5 | 1,519 | — | — | — |
| 114 | Optimus AlphaOther | 58.4 | — | — | 52.9 | — |
| 115 | qwen3.7 Max 20260517Alibaba | 58.0 | 1,515 | — | — | — |
| 116 | GPT 5.5 Xhigh Codex HarnessOpenAI | 57.6 | 1,512 | — | — | — |
| 117 | Kimi k2.6Moonshot | 57.3 | 1,509 | — | — | — |
| 118 | GLM 5.1zai | 57.1 | 1,508 | — | — | — |
| 119 | Claude 3 5 Sonnet 20241022Anthropic | 56.9 | — | — | 51.6 | — |
| 120 | Hy3Tencent | 56.8 | 1,506 | — | — | — |
| 121 | Gemini 3.5 Flash (High)Google | 56.0 | 1,500 | — | — | — |
| 122 | Claude Opus 4.5 High 32k 20251101Anthropic | 55.1 | 1,493 | — | — | — |
| 123 | GPT 5.5 High Codex HarnessOpenAI | 54.4 | 1,487 | — | — | — |
| 124 | Grok 3 Mini Beta (High)xAI | 54.1 | — | — | 49.3 | — |
| 125 | Spark x2.6科大讯飞 | 54.0 | 1,485 | — | — | — |
| 126 | MiniMax M3稀宇科技 | 53.9 | 1,484 | — | — | — |
| 127 | qwen3.6 Max PreviewAlibaba | 53.7 | 1,482 | — | — | — |
| 128 | Mimo v2.5 Proxiaomi | 53.3 | 1,479 | — | — | — |
| 129 | MiniMax M2MiniMax | 53.2 | 1,299 | — | — | 61 |
| 130 | O4 (Mini)OpenAI | 53.1 | — | — | — | 45 |
| 131 | DeepSeek Chat V3 PrevDeepSeek | 53.1 | — | — | 48.4 | — |
| 132 | Kimi k2.7 CodeMoonshot | 52.7 | 1,474 | — | — | — |
| 133 | Claude Opus 4.5 20251101Anthropic | 51.9 | 1,469 | — | — | — |
| 134 | GLM 4.6Z.ai | 51.9 | 1,342 | — | — | 55.4 |
| 135 | Gemini 2.5 Flash Preview 04 17 (Default) Google | 51.5 | — | — | 47.1 | — |
| 136 | GPT 4.1OpenAI | 51.5 | — | — | 52.4 | 39.6 |
| 137 | Kimi K2 InstructMoonshot | 51.3 | — | — | — | 43.8 |
| 138 | DeepSeek V4 Pro Preview (High)DeepSeek | 51.2 | 1,463 | — | — | — |
| 139 | GPT 5.4 High Codex HarnessOpenAI | 51.1 | 1,462 | — | — | — |
| 140 | qwen3.6 PlusAlibaba | 51.0 | 1,461 | — | — | — |
| 141 | GPT 5.5 Codex HarnessOpenAI | 50.2 | 1,455 | — | — | — |
| 142 | ChatGPT 4o Latest 2025 03 29OpenAI | 49.4 | — | — | 45.3 | — |
| 143 | DeepSeek V4 ProDeepSeek | 49.3 | 1,448 | — | — | — |
| 144 | Mistral Large 4Mistral | 49.3 | 1,564 | 44.4 | — | — |
| 145 | Gemini 3.1 Pro PreviewGoogle | 49.0 | 1,446 | — | — | — |
| 146 | GPT 4.5 PreviewOpenAI | 48.9 | — | — | 44.9 | — |
| 147 | GPT 5.4OpenAI | 48.5 | 1,442 | — | — | — |
| 148 | Mimo v2.5xiaomi | 47.9 | 1,438 | — | — | — |
| 149 | Gemini 2.5 Flash Preview 05 20 No Think (Thinking)Google | 47.9 | — | — | 44 | — |
| 150 | Nemotron Super Vl 3.5NVIDIA | 47.8 | — | 54.1 | — | — |
| 151 | Beam 1.0 501b A23breflection | 47.7 | 1,437 | — | — | — |
| 152 | Gemini 3.5 Flash LiteGoogle | 47.6 | 1,435 | — | — | — |
| 153 | GLM 4.7zai | 47.5 | 1,435 | — | — | — |
| 154 | Qwen3 Coder 480b A35b InstructAlibaba | 47.5 | 1,275 | — | — | 55.4 |
| 155 | Mimo V2 Proxiaomi | 47.4 | 1,434 | — | — | — |
| 156 | DeepSeek V4 Flash Preview (High)DeepSeek | 47.0 | 1,431 | — | — | — |
| 157 | GPT Oss 120b (High)OpenAI | 45.3 | — | — | 41.8 | — |
| 158 | Smaug Nemotron 3.5 Nvfp4NVIDIA | 44.1 | — | 51.5 | — | — |
| 159 | Inkling SmallThinking Machines | 43.9 | 1,408 | — | — | — |
| 160 | GPT 5.3 Codex Codex HarnessOpenAI | 43.7 | 1,406 | — | — | — |
| 161 | Kimi k2.5 InstantMoonshot | 43.7 | 1,405 | — | — | — |
| 162 | Qwen3 32bAlibaba | 43.1 | — | — | 40 | — |
| 163 | Nvidia Nemotron 3.5 Super Vl 120b A12b Nvfp4NVIDIA | 43.1 | 1,401 | — | — | — |
| 164 | Gemini 2.5 ProGoogle | 43.1 | 1,228 | — | — | 53.6 |
| 165 | qwen3.5 397b A17bAlibaba | 43.0 | 1,400 | — | — | — |
| 166 | GLM 5v Turbozai | 42.8 | 1,399 | — | — | — |
| 167 | MiniMax m2.7MiniMax | 42.7 | 1,398 | — | — | — |
| 168 | GPT 5.4 Mini (High)OpenAI | 42.7 | 1,398 | — | — | — |
| 169 | Inklingthinky | 42.5 | 1,414 | 48.7 | — | — |
| 170 | Claude Sonnet 4.5 High 32k 20250929Anthropic | 42.1 | 1,393 | — | — | — |
| 171 | Claude Opus 4.1 20250805Anthropic | 41.6 | 1,389 | — | — | — |
| 172 | Gemini Exp 1206Google | 41.0 | — | — | 38.2 | — |
| 173 | Claude Sonnet 4.5 20250929Anthropic | 41.0 | 1,385 | — | — | — |
| 174 | MiniMax m2.1 PreviewMiniMax | 40.9 | 1,384 | — | — | — |
| 175 | Gemini 3 Flash MinimalGoogle | 40.9 | 1,384 | — | — | — |
| 176 | Grok 4.20 Beta Reasoning 0309xAI | 39.7 | 1,375 | — | — | — |
| 177 | Solar Pro 4Upstage | 38.9 | 1,369 | — | — | — |
| 178 | GPT 5 NanoOpenAI | 38.1 | — | — | — | 34.8 |
| 179 | Gemini 2.0 Pro Exp 02 05Google | 37.9 | — | — | 35.6 | — |
| 180 | qwen3.5 122b A10bAlibaba | 37.7 | 1,360 | — | — | — |
| 181 | Gemma 4 26b A4bGoogle | 37.5 | 1,358 | — | — | — |
| 182 | Hy3 PreviewTencent | 37.5 | 1,358 | — | — | — |
| 183 | Grok 4.3xAI | 37.4 | 1,357 | — | — | — |
| 184 | qwen3.5 27bAlibaba | 37.4 | 1,357 | — | — | — |
| 185 | Muse GlimmerMeta | 37.0 | 1,355 | — | — | — |
| 186 | Laguna m.1poolside | 36.4 | 1,350 | — | — | — |
| 187 | O1 Mini 2024 09 12OpenAI | 34.7 | — | — | 32.9 | — |
| 188 | Mimo V2 Flash Non Thinking (Thinking)xiaomi | 33.9 | 1,331 | — | — | — |
| 189 | Claude Haiku 4.5 20251001Anthropic | 33.8 | 1,330 | — | — | — |
| 190 | Kimi K2 Thinking TurboMoonshot | 32.7 | 1,322 | — | — | — |
| 191 | Laguna xs.2poolside | 30.3 | 1,303 | — | — | — |
| 192 | Gemini 2.5 FlashGoogle | 29.1 | — | — | — | 28.7 |
| 193 | Claude 3 5 Haiku 20241022Anthropic | 28.9 | — | — | 28 | — |
| 194 | Mimo V2 Flash (Thinking)xiaomi | 28.8 | 1,292 | — | — | — |
| 195 | ChatGPT 4o Latest 2025 02 15OpenAI | 27.8 | — | — | 27.1 | — |
| 196 | Qwq 32b + Qwen 2.5 Coder InstructOther | 26.8 | — | — | 26.2 | — |
| 197 | DeepSeek v3.2 ExpDeepSeek | 26.0 | 1,270 | — | — | — |
| 198 | Mistral Medium 3.5Mistral | 25.0 | 1,263 | — | — | — |
| 199 | Kat Coder Pro V1Other | 24.3 | 1,258 | — | — | — |
| 200 | Gemini 3.1 Flash Lite PreviewGoogle | 24.0 | 1,256 | — | — | — |
| 201 | qwen3.5 35b A3bAlibaba | 23.7 | 1,253 | — | — | — |
| 202 | GPT 4o 2024 08 06OpenAI | 23.1 | — | — | 23.1 | — |
| 203 | qwen3.5 FlashAlibaba | 22.5 | 1,244 | — | — | — |
| 204 | Grok 4.1 Fast ReasoningxAI | 22.2 | 1,242 | — | — | — |
| 205 | Gemini 2.0 Flash ExpGoogle | 22.0 | — | — | 22.2 | — |
| 206 | Qwen Max 2025 01 25Alibaba | 21.6 | — | — | 21.8 | — |
| 207 | Trinity Large ThinkingArcee AI | 21.5 | 1,236 | — | — | — |
| 208 | Mistral Large 3Mistral | 21.1 | 1,233 | — | — | — |
| 209 | Nemotron Super Vl 3.5 Nvfp4NVIDIA | 20.5 | — | 34.8 | — | — |
| 210 | Qwq 32bAlibaba | 20.5 | — | — | 20.9 | — |
| 211 | Gemma 4 31bGoogle | 19.5 | 1,370 | 20.3 | — | — |
| 212 | Grok 4.1 (Thinking)xAI | 19.0 | 1,217 | — | — | — |
| 213 | GPT 4oOpenAI | 18.6 | — | — | — | 21.6 |
| 214 | Llama 4 Maverick InstructMeta | 17.8 | — | — | — | 21.0 |
| 215 | GPT 4o 2024 11 20OpenAI | 17.3 | — | — | 18.2 | — |
| 216 | Gemini 2.0 Flash Thinking Exp 01 21Google | 17.3 | — | — | 18.2 | — |
| 217 | DeepSeek Chat v2.5DeepSeek | 16.8 | — | — | 17.8 | — |
| 218 | Devstral 2Mistral | 16.2 | 1,196 | — | — | — |
| 219 | Granite 4.1 8bIBM | 15.8 | 1,193 | — | — | — |
| 220 | Llama 4 MaverickMeta | 14.2 | — | — | 15.6 | — |
| 221 | Mercury 2inception-ai | 12.9 | 1,171 | — | — | — |
| 222 | Grok Code Fast 1xAI | 12.1 | 1,164 | — | — | — |
| 223 | Grok 4 Fast ReasoningxAI | 11.8 | 1,162 | — | — | — |
| 224 | Yi LightningOther | 11.0 | — | — | 12.9 | — |
| 225 | Command A 03 2025 QualityOther | 10.0 | — | — | 12 | — |
| 226 | Codestral 25.01Mistral | 8.9 | — | — | 11.1 | — |
| 227 | Openhands Lm 32b v0.1Other | 7.8 | — | — | 10.2 | — |
| 228 | qwen2.5 Coder 32b InstructAlibaba | 7.6 | — | — | 16.4 | 9 |
| 229 | Gemini 2.0 FlashGoogle | 6.7 | — | — | — | 13.5 |
| 230 | GPT 4.1 NanoOpenAI | 6.3 | — | — | 8.9 | — |
| 231 | Gemma 3 27b ItGoogle | 1.5 | — | — | 4.9 | — |
| 232 | Llama 4 Scout InstructMeta | 0.1 | — | — | — | 9.1 |
| 233 | GPT 4o Mini 2024 07 18OpenAI | 0 | — | — | 3.6 | — |
| 234 | Devstral Medium 2507Mistral | 0 | 1,072 | — | — | — |