Leaderboard
Coding leaderboard
How well a model writes, debugs and reasons about code across languages and existing codebases. A value the source did not publish stays unavailable rather than becoming a zero.
Coding leaderboard
229 source-backed models, ranked by coding score. Blended cost is the 75% input / 25% output mix used everywhere else on the site.
| Rank | Model | Coding | Overall | Blended $/1M |
|---|---|---|---|---|
| 1 |  Claude Fable 5.1Anthropic · Proprietary | 90.4 | 84.74 | $20.00 |
| 2 | Claude Opus 5Anthropic · Proprietary | 89.7 | 81.87 | $10.00 |
| 3 | Claude Fable 5Anthropic · Proprietary | 89.5 | 81.41 | $20.00 |
| 4 |  Gemini 3.8 FlashGoogle · Proprietary | 75.3 | 75.89 | $1.50 |
| 5 |  GPT-6 AstraOpenAI · Proprietary | 75.2 | 82.81 | $20.00 |
| 6 | Gemini 3.7 FlashGoogle · Proprietary | 74.9 | 68.52 | $1.50 |
| 7 | Gemini 3.1 ProGoogle · Proprietary | 74.3 | 70.14 | $4.50 |
| 8 |  Grok 4.6xAI · Proprietary | 73.5 | 69.74 | $3.00 |
| 9 | Claude Opus 4.8Anthropic · Proprietary | 73.1 | 72.17 | $10.00 |
| 10 |  Kimi K3Moonshot AI · Pending | 71.7 | 74.43 | $6.00 |
| 11 |  Qwen3.7 MaxAlibaba · Proprietary | 69.5 | 66.87 | Unavailable |
| 12 | Qwen3.8 MaxAlibaba · Open Weight | 68 | 73.17 | Unavailable |
| 13 |  DeepSeek V3.2DeepSeek · Open Weight | 67.4 | 56.81 | $0.32 |
| 14 | GPT-5.2-CodexOpenAI · Proprietary | 67.2 | 53.95 | $4.81 |
| 15 | Gemini 3 FlashGoogle · Proprietary | 66.7 | 61.94 | $1.13 |
| 16 | Claude Opus 4.7Anthropic · Proprietary | 65.4 | 70.6 | $10.00 |
| 17 | Grok 4.5xAI · Proprietary | 64.7 | 67.99 | $3.00 |
| 18 | OAOrnith-1.5-397BOrnith AI · Open WeightSelf-hosted | 63.8 | 65.32 | Unavailable |
| 19 | Claude Opus 4.7 (Adaptive)Anthropic · Proprietary | 62.8 | 69.31 | $10.00 |
| 20 | GPT-5.4 nanoOpenAI · Proprietary | 62.6 | 59.42 | $0.46 |
| 21 | GPT-5.6 SolOpenAI · Proprietary | 61.9 | 80.46 | $8.00 |
| 22 | Claude Sonnet 4.6Anthropic · Proprietary | 61.9 | 62.86 | $6.00 |
| 23 | Gemini 3 ProGoogle · Proprietary | 61.6 | 66.36 | $4.50 |
| 24 | GPT-5.6 TerraOpenAI · Proprietary | 61.3 | 71.13 | $4.50 |
| 25 |  Muse Spark 1.2Meta · Proprietary | 61 | 70.28 | $2.00 |
| 26 | APApodex 1.1Apodex · Proprietary | 60.4 | 51.74 | Unavailable |
| 27 |  Mistral Medium 3.5 128BMistral · Open Weight | 60.2 | 42.56 | $3.00 |
| 28 |  Hy4 previewTencent · Open WeightSelf-hosted | 60.1 | 60.89 | $1.25 |
| 29 | Claude Sonnet 4.5Anthropic · Proprietary | 59.6 | 54.01 | $6.00 |
| 30 | Claude Sonnet 5Anthropic · Proprietary | 59.5 | 69.68 | $4.00 |
| 31 | Grok 4.3xAI · Proprietary | 59.3 | 59.73 | $1.56 |
| 32 | Kimi K2.5 (Reasoning)Moonshot AI · Proprietary | 58.9 | 57.39 | $1.20 |
| 33 | Kimi K2.6Moonshot AI · Open Weight | 58.2 | 65.5 | $1.71 |
| 34 | Qwen3.7 PlusAlibaba · Proprietary | 57.9 | 61.6 | Unavailable |
| 35 | Gemini 3.6 FlashGoogle · Proprietary | 57.6 | 68.42 | $3.00 |
| 36 | Qwen3.5-27BAlibaba · Open WeightSelf-hosted | 57 | 55.14 | Unavailable |
| 37 | Muse Spark 1.1Meta · Proprietary | 56.6 | 70.18 | Unavailable |
| 38 | GPT-5.4 miniOpenAI · Proprietary | 56 | 61.05 | $1.69 |
| 39 | Qwen3.8-27BAlibaba · Open WeightSelf-hosted | 55.6 | 64.29 | Unavailable |
| 40 | Claude 4.1 OpusAnthropic · Proprietary | 55.2 | 41.87 | $30.00 |
| 41 |  GLM-5.3Z.AI · Open WeightSelf-hosted | 55 | 66.93 | Unavailable |
| 42 | GLM-5.3-FlashZ.AI · Open WeightSelf-hosted | 55 | 66.06 | Unavailable |
| 43 | Qwen3.8-Flash-NextAlibaba · Open WeightSelf-hosted | 54.9 | 56.98 | Unavailable |
| 44 | DeepSeek V4 Pro 0813DeepSeek · Proprietary | 54.6 | 63.69 | $0.54 |
| 45 |  Nemotron 3 UltraNVIDIA · Open WeightSelf-hosted | 53.8 | 40.5 | Unavailable |
| 46 | GPT-5.6 LunaOpenAI · Proprietary | 53.7 | 64.77 | $0.45 |
| 47 |  MiMo-V2-FlashXiaomi · Open WeightSelf-hosted | 53.4 | 48.83 | Unavailable |
| 48 | DSdots3-note PreviewDots Studio · Open WeightSelf-hosted | 52.8 | 64.14 | Unavailable |
| 49 |  MiniMax M3MiniMax · Open Weight | 52.8 | 61.25 | $0.52 |
| 50 | GLM-4.7Z.AI · Open WeightSelf-hosted | 52.8 | 57.76 | Unavailable |
| 51 | Qwen3.6 PlusAlibaba · Proprietary | 52.6 | 60.36 | Unavailable |
| 52 | TMInkling-SmallThinking Machines Lab · Open Weight | 52.6 | 58.78 | $0.79 |
| 53 | Gemini 3.1 Flash-LiteGoogle · Proprietary | 52.4 | 56.32 | $0.56 |
| 54 | Claude 4 SonnetAnthropic · Proprietary | 52.3 | 39.26 | $6.00 |
| 55 | GLM-5.1Z.AI · Open Weight | 52.1 | 63.26 | $2.15 |
| 56 | GPT-5.3 CodexOpenAI · Proprietary | 52 | 64.03 | $4.81 |
| 57 | GPT-5.5OpenAI · Proprietary | 51.8 | 71.86 | $11.25 |
| 58 | Qwen3.5-122B-A10BAlibaba · Open WeightSelf-hosted | 51.2 | 50.67 | Unavailable |
| 59 | Claude Opus 4.6Anthropic · Proprietary | 50.3 | 69.21 | $10.00 |
| 60 | Claude Opus 4.5Anthropic · Proprietary | 50.2 | 58.42 | $10.00 |
| 61 | OAOrnith-1.5-35B-A3BOrnith AI · Open WeightSelf-hosted | 49.9 | 36.86 | Unavailable |
| 62 | GLM-5Z.AI · Open Weight | 49.5 | 61.47 | $1.55 |
| 63 | TMInklingThinking Machines Lab · Open Weight | 49 | 60.38 | $2.57 |
| 64 | Gemini 3.5 FlashGoogle · Proprietary | 47.9 | 68.02 | $3.38 |
| 65 | Qwen3.5-35B-A3BAlibaba · Open WeightSelf-hosted | 47.6 | 53.47 | Unavailable |
| 66 | Hy3 PreviewTencent · Open WeightSelf-hosted | 47.3 | 55.71 | $0.29 |
| 67 | GPT-5.2OpenAI · Proprietary | 46.5 | 64.86 | $4.81 |
| 68 | MiMo-V2.5-ProXiaomi · Proprietary | 44.9 | 62.61 | Unavailable |
| 69 |  Ling 3.0 FlashInclusionAI · Open Weight | 44.8 | 46.83 | Unavailable |
| 70 | Grok 4.20xAI · Proprietary | 43.6 | 67.27 | $3.00 |
| 71 | Qwen 3.6 Max (preview)Alibaba · Proprietary | 43.4 | 63.94 | Unavailable |
| 72 | MiMo-V2.5Xiaomi · Proprietary | 43.4 | 57.78 | Unavailable |
| 73 | GPT-5.4OpenAI · Proprietary | 42.8 | 70.88 | $5.63 |
| 74 | Kimi K2.5Moonshot AI · Open Weight | 42.8 | 54.02 | $1.20 |
| 75 | MiniMax M2.7MiniMax · Open Weight | 42.1 | 55.01 | $0.52 |
| 76 | GPT-OSS 120BOpenAI · Open WeightSelf-hosted | 41.9 | 45.82 | $0.26 |
| 77 | Qwen3.6-27BAlibaba · Open WeightSelf-hosted | 41.4 | 47.73 | Unavailable |
| 78 | Gemini 3.5 Flash-LiteGoogle · Proprietary | 39.7 | 58.78 | $0.85 |
| 79 | GLM-5.2Z.AI · Open Weight | 38 | 66.68 | $2.15 |
| 80 | Muse SparkMeta · Proprietary | 37.9 | 67.51 | Unavailable |
| 81 | Gemini 2.5 ProGoogle · Proprietary | 37.9 | 57.31 | $3.44 |
| 82 |  Step 3.7 FlashStepFun · Open Weight | 37.8 | 49.78 | $0.44 |
| 83 |  MAI-Thinking-1Microsoft · Proprietary | 36.3 | 50.84 | Unavailable |
| 84 | Muse Glimmer 30BMeta · Open WeightSelf-hosted | 36.3 | 45.08 | $0.64 |
| 85 | Qwen3.5 397BAlibaba · Open Weight | 34.8 | 55.09 | $1.35 |
| 86 | PMTernary Bonsai 2 27BPrism ML · Open WeightSelf-hosted | 33 | 50.78 | $0.18 |
| 87 | Claude Haiku 4.5Anthropic · Proprietary | 30.7 | 52.89 | $2.00 |
| 88 | Kimi K2.7 CodeMoonshot AI · Open Weight | 27.6 | 65.6 | $1.71 |
| 89 | Qwen3.6-35B-A3BAlibaba · Open Weight | 25.6 | 43.85 | Unavailable |
| 90 | Nemotron 3 Nano Omni 30B A3BNVIDIA · Open WeightSelf-hosted | 23.3 | 40.89 | Unavailable |
| 91 | Ling 2.6 FlashInclusionAI · Open Weight | 23.3 | 40.59 | Unavailable |
| 92 | o3-miniOpenAI · Proprietary | 23 | 46.72 | $1.93 |
| 93 | GPT-4.1OpenAI · Proprietary | 23 | 41.29 | $3.50 |
| 94 | GPT-4.1 miniOpenAI · Proprietary | 23 | 33.36 | $0.70 |
| 95 | Gemma 4 31BGoogle · Open WeightSelf-hosted | 22.6 | 52.4 | Unavailable |
| 96 |  Laguna M.1Poolside · Proprietary | 22.1 | 3.81 | Unavailable |
| 97 | Nemotron 3.5 Lightning 30B A3B NVFP4NVIDIA · Open WeightSelf-hosted | 18.6 | 20.46 | Unavailable |
| 98 | Laguna XS.2Poolside · Open WeightSelf-hosted | 18.6 | 1.47 | Unavailable |
| 99 |  Granite 4.2 8BIBM · Open WeightSelf-hosted | 17.5 | 38.27 | Unavailable |
| 100 | GPT-5.2 ProOpenAI · Proprietary | Unavailable | 68.99 | $57.75 |
| 101 | GPT-5.1OpenAI · Proprietary | Unavailable | 63.18 | $3.44 |
| 102 | MiMo-V2-ProXiaomi · Proprietary | Unavailable | 62.51 | Unavailable |
| 103 | Claude Opus 4.6 (Adaptive)Anthropic · Proprietary | Unavailable | 62.23 | Unavailable |
| 104 | GPT-5.5 ProOpenAI · Proprietary | Unavailable | 61.9 | $67.50 |
| 105 | GLM-5-TurboZ.AI · Proprietary | Unavailable | 61.42 | $1.90 |
| 106 | Hy3Tencent · Open WeightSelf-hosted | Unavailable | 60.79 | $0.14 |
| 107 | GPT-5.4 ProOpenAI · Proprietary | Unavailable | 60.49 | $67.50 |
| 108 | Gemini 3 Pro Deep ThinkGoogle · Proprietary | Unavailable | 59.32 | Unavailable |
| 109 | Grok 4.1xAI · Proprietary | Unavailable | 57.99 | Unavailable |
| 110 | GLM-5 (Reasoning)Z.AI · Open Weight | Unavailable | 57.81 | $1.55 |
| 111 | Qwen3.5 397B (Reasoning)Alibaba · Open Weight | Unavailable | 57.54 | $1.35 |
| 112 | MiMo-V2-OmniXiaomi · Proprietary | Unavailable | 57.53 | Unavailable |
| 113 | GLM-5V-TurboZ.AI · Proprietary | Unavailable | 57.41 | $1.90 |
| 114 | GPT-5.2 InstantOpenAI · Proprietary | Unavailable | 57.05 | $2.63 |
| 115 | GPT-5.3 InstantOpenAI · Proprietary | Unavailable | 56.95 | $4.81 |
| 116 | GPT-5 (high)OpenAI · Proprietary | Unavailable | 56.7 | $3.44 |
| 117 | DeepSeek V3.2 (Thinking)DeepSeek · Open Weight | Unavailable | 56.19 | $0.96 |
| 118 | Qwen3.5 FlashAlibaba · Proprietary | Unavailable | 56.19 | $0.18 |
| 119 | Qwen3 235B 2507 (Reasoning)Alibaba · Open WeightSelf-hosted | Unavailable | 56.08 | Unavailable |
| 120 | GLM-4.5Z.AI · Proprietary | Unavailable | 55.64 | $1.00 |
| 121 | Gemma 4 26B A4BGoogle · Open WeightSelf-hosted | Unavailable | 55 | Unavailable |
| 122 | GPT-5.3-Codex-SparkOpenAI · Proprietary | Unavailable | 54.99 | Unavailable |
| 123 | Grok 4.1 Fast (Reasoning)xAI · Proprietary | Unavailable | 54.82 | Unavailable |
| 124 | MiniMax M2.5MiniMax · Proprietary | Unavailable | 54.76 | $0.52 |
| 125 | Qwen3 235B 2507Alibaba · Open WeightSelf-hosted | Unavailable | 54.11 | Unavailable |
| 126 |  Trinity-Large-PreviewArcee AI · Open Weight | Unavailable | 54.04 | $0.44 |
| 127 | Grok 4xAI · Proprietary | Unavailable | 53.4 | Unavailable |
| 128 | Claude Opus 4.5 ThinkingAnthropic · Proprietary | Unavailable | 53.05 | Unavailable |
| 129 | DeepSeek LLM 2.0DeepSeek · Open WeightSelf-hosted | Unavailable | 52.65 | Unavailable |
| 130 | GPT-5.1-Codex-MaxOpenAI · Proprietary | Unavailable | 52.6 | $3.44 |
| 131 | Grok 3 [Beta]xAI · Proprietary | Unavailable | 51.85 | Unavailable |
| 132 | GLM-4.6Z.AI · Open Weight | Unavailable | 51.73 | Unavailable |
| 133 | Gemini 2.5 FlashGoogle · Proprietary | Unavailable | 51.24 | $0.85 |
| 134 | Grok 4 Fast (Reasoning)xAI · Proprietary | Unavailable | 51.16 | Unavailable |
| 135 | Nemotron 3 Nano 30BNVIDIA · Open WeightSelf-hosted | Unavailable | 51.09 | Unavailable |
| 136 | DeepSeek V3.1DeepSeek · Open WeightSelf-hosted | Unavailable | 50.72 | Unavailable |
| 137 | DeepSeek-R1DeepSeek · Open Weight | Unavailable | 50.55 | $0.96 |
| 138 | Qwen3.5 PlusAlibaba · Proprietary | Unavailable | 50.33 | $0.90 |
| 139 | Step 3.5 FlashStepFun · Open Weight | Unavailable | 49.68 | $0.15 |
| 140 | GPT-5 (medium)OpenAI · Proprietary | Unavailable | 49.62 | Unavailable |
| 141 | Qwen3.7 FlashAlibaba · Proprietary | Unavailable | 49.46 | $0.055 |
| 142 | Nemotron 3 Super 120B A12BNVIDIA · Open WeightSelf-hosted | Unavailable | 49.15 | $0.17 |
| 143 | DeepSeek V3.1 (Reasoning)DeepSeek · Open WeightSelf-hosted | Unavailable | 48.67 | Unavailable |
| 144 | DeepSeek Coder 2.0DeepSeek · Open Weight | Unavailable | 48.48 | Unavailable |
| 145 |  Seed 1.6ByteDance · Proprietary | Unavailable | 48.43 | Unavailable |
| 146 | Nemotron 3 Super 100BNVIDIA · Open WeightSelf-hosted | Unavailable | 48.28 | Unavailable |
| 147 | o4-mini (high)OpenAI · Proprietary | Unavailable | 48.2 | $1.93 |
| 148 | GPT-5.1-CodexOpenAI · Proprietary | Unavailable | 48.16 | $3.44 |
| 149 | DeepSeekMath V2DeepSeek · Open WeightSelf-hosted | Unavailable | 48.09 | Unavailable |
| 150 | Qwen2.5-1MAlibaba · Open WeightSelf-hosted | Unavailable | 48.09 | Unavailable |
| 151 | Seed-2.0-LiteByteDance · Proprietary | Unavailable | 48.04 | Unavailable |
| 152 | o3-proOpenAI · Proprietary | Unavailable | 47.84 | $35.00 |
| 153 | o3OpenAI · Proprietary | Unavailable | 47.58 | $3.50 |
| 154 | Ministral 3 14B (Reasoning)Mistral · Open Weight | Unavailable | 47.56 | $0.20 |
| 155 | Grok 4.1 FastxAI · Proprietary | Unavailable | 47.14 | $0.28 |
| 156 | Grok 3 MinixAI · Proprietary | Unavailable | 46.98 | $0.35 |
| 157 | ALAion-2.0Aion Labs · Proprietary | Unavailable | 46.89 | $1.00 |
| 158 | o1OpenAI · Proprietary | Unavailable | 46.19 | $26.25 |
| 159 | GLM-4.7-FlashZ.AI · Open WeightSelf-hosted | Unavailable | 46.13 | Unavailable |
| 160 | o1-previewOpenAI · Proprietary | Unavailable | 46.09 | $26.25 |
| 161 | Mistral Large 3Mistral · Proprietary | Unavailable | 45.45 | $0.75 |
| 162 | GPT-5 miniOpenAI · Proprietary | Unavailable | 45 | $0.69 |
| 163 | GLM-4.5-AirZ.AI · Proprietary | Unavailable | 43.73 | $0.43 |
| 164 | Z-1Z · Proprietary | Unavailable | 43.43 | Unavailable |
| 165 | Seed 1.6 FlashByteDance · Proprietary | Unavailable | 43.39 | Unavailable |
| 166 | Mistral 8x7BMistral · Open WeightSelf-hosted | Unavailable | 43.29 | Unavailable |
| 167 | Trinity-Large-ThinkingArcee AI · Open Weight | Unavailable | 43.27 | $0.41 |
| 168 | Moonshot v1Moonshot AI · Proprietary | Unavailable | 43.1 | Unavailable |
| 169 | Gemma 4 12BGoogle · Open Weight | Unavailable | 42.99 | Unavailable |
| 170 | Seed-2.0-MiniByteDance · Proprietary | Unavailable | 42.91 | Unavailable |
| 171 |  Command A+Cohere · Open Weight | Unavailable | 42.85 | $4.38 |
| 172 | Mistral Small 4Mistral · Open Weight | Unavailable | 42.85 | $0.26 |
| 173 | Nemotron Ultra 253BNVIDIA · Open WeightSelf-hosted | Unavailable | 42.72 | Unavailable |
| 174 |  Mercury 2Inception · Proprietary | Unavailable | 42.17 | $0.38 |
| 175 | o1-proOpenAI · Proprietary | Unavailable | 42.05 | $262.50 |
| 176 | DeepSeek V3DeepSeek · Open Weight | Unavailable | 41.64 | $0.48 |
| 177 | GPT-OSS 20BOpenAI · Open WeightSelf-hosted | Unavailable | 41.08 | $0.055 |
| 178 | Qwen3 MaxAlibaba · Proprietary | Unavailable | 40.75 | $1.56 |
| 179 | Gemma 4 E4BGoogle · Open WeightSelf-hosted | Unavailable | 40.18 | Unavailable |
| 180 | SASarvam 105BSarvam · Open WeightSelf-hosted | Unavailable | 40.12 | Unavailable |
| 181 |  LFM2.5-2.6BLiquidAI · Open WeightSelf-hosted | Unavailable | 39.9 | Unavailable |
| 182 | Gemma 4 E2BGoogle · Open WeightSelf-hosted | Unavailable | 39.58 | Unavailable |
| 183 | LFM2.5-8B-A1BLiquidAI · Open WeightSelf-hosted | Unavailable | 39.28 | Unavailable |
| 184 | SASarvam 30BSarvam · Open WeightSelf-hosted | Unavailable | 38.93 | Unavailable |
| 185 | GPT-4oOpenAI · Proprietary | Unavailable | 38.81 | $4.38 |
| 186 | Ministral 3 8B (Reasoning)Mistral · Open Weight | Unavailable | 38.79 | $0.15 |
| 187 | Qwen3-Omni-30B-A3B-InstructAlibaba · Open Weight | Unavailable | 38.64 | Unavailable |
| 188 | Qwen2.5-VL-32BAlibaba · Open WeightSelf-hosted | Unavailable | 38.27 | Unavailable |
| 189 | Llama 4 BehemothMeta · Open WeightSelf-hosted | Unavailable | 38.22 | Unavailable |
| 190 | Granite-4.0-H-1BIBM · Open WeightSelf-hosted | Unavailable | 38.21 | Unavailable |
| 191 | Granite-4.0-1BIBM · Open WeightSelf-hosted | Unavailable | 38.06 | Unavailable |
| 192 | Granite-4.0-350MIBM · Open WeightSelf-hosted | Unavailable | 38.02 | Unavailable |
| 193 | Granite-4.0-H-350MIBM · Open WeightSelf-hosted | Unavailable | 38.02 | Unavailable |
| 194 | Ministral 3 3B (Reasoning)Mistral · Open Weight | Unavailable | 37.94 | $0.10 |
| 195 | Mistral 8x7B v0.2Mistral · Open WeightSelf-hosted | Unavailable | 37.56 | Unavailable |
| 196 | Qwen2.5-72BAlibaba · Open WeightSelf-hosted | Unavailable | 37.52 | Unavailable |
| 197 | GPT-5 nanoOpenAI · Proprietary | Unavailable | 36.91 | $0.14 |
| 198 | Llama 3.1 405BMeta · Open WeightSelf-hosted | Unavailable | 36.7 | Unavailable |
| 199 | Mistral Large 2Mistral · Proprietary | Unavailable | 36.33 | Unavailable |
| 200 | Gemma 3 27BGoogle · Open WeightSelf-hosted | Unavailable | 35.73 | Unavailable |
| 201 | Claude 3 OpusAnthropic · Proprietary | Unavailable | 34.4 | $30.00 |
| 202 | Grok Code Fast 1xAI · Proprietary | Unavailable | 34.02 | $0.53 |
| 203 | Gemini 1.5 ProGoogle · Proprietary | Unavailable | 33.46 | $2.19 |
| 204 | Llama 4 ScoutMeta · Open WeightSelf-hosted | Unavailable | 33.32 | $0.15 |
| 205 | Qwen2.5 Coder 32B InstructAlibaba · Open WeightSelf-hosted | Unavailable | 33.3 | Unavailable |
| 206 | GPT-4o miniOpenAI · Proprietary | Unavailable | 33.26 | $0.26 |
| 207 | Phi-4Microsoft · Open WeightSelf-hosted | Unavailable | 33.09 | $0.0875 |
| 208 | DeepSeek R1 Distill Qwen 32BDeepSeek · Open WeightSelf-hosted | Unavailable | 32.54 | Unavailable |
| 209 | Claude 3.5 SonnetAnthropic · Proprietary | Unavailable | 32.09 | $6.00 |
| 210 | Claude 4.1 Opus ThinkingAnthropic · Proprietary | Unavailable | 31.4 | Unavailable |
| 211 | Llama 3 70BMeta · Open WeightSelf-hosted | Unavailable | 30.73 | Unavailable |
| 212 | Mistral Medium 3Mistral · Proprietary | Unavailable | 30.64 | $0.80 |
| 213 | Ministral 3 14BMistral · Open Weight | Unavailable | 30.19 | $0.20 |
| 214 | GPT-4.1 nanoOpenAI · Proprietary | Unavailable | 27.21 | $0.18 |
| 215 | Mixtral 8x22B Instruct v0.1Mistral · Open WeightSelf-hosted | Unavailable | 26.85 | Unavailable |
| 216 | GPT-4 TurboOpenAI · Proprietary | Unavailable | 24.4 | $15.00 |
| 217 | Kimi K2Moonshot AI · Proprietary | Unavailable | 23.12 | $1.08 |
| 218 | Llama 4 MaverickMeta · Open WeightSelf-hosted | Unavailable | 22.73 | $0.30 |
| 219 | MiniMax M1 80kMiniMax · Proprietary | Unavailable | 21.38 | Unavailable |
| 220 |  Nova ProAmazon · Proprietary | Unavailable | 19.04 | Unavailable |
| 221 | LFM2-24B-A2BLiquidAI · ProprietarySelf-hosted | Unavailable | 18.48 | Unavailable |
| 222 | Claude 3 HaikuAnthropic · Proprietary | Unavailable | 17.96 | $0.50 |
| 223 | Ministral 3 8BMistral · Open Weight | Unavailable | 17.78 | $0.15 |
| 224 | LFM2.5-1.2B-ThinkingLiquidAI · ProprietarySelf-hosted | Unavailable | 16.65 | Unavailable |
| 225 | Gemini 1.0 ProGoogle · Proprietary | Unavailable | 16.32 | Unavailable |
| 226 | LFM2.5-1.2B-InstructLiquidAI · ProprietarySelf-hosted | Unavailable | 15.97 | Unavailable |
| 227 | Ministral 3 3BMistral · Open Weight | Unavailable | 15.96 | $0.10 |
| 228 | Nemotron-4 15BNVIDIA · Open WeightSelf-hosted | Unavailable | 15.9 | Unavailable |
| 229 | Mistral 7B v0.3Mistral · Open WeightSelf-hosted | Unavailable | 8.66 | Unavailable |
Evidence key: ObservedUnavailable
68 of these rows are marked self-hosted by the source: open-weight models with no first-party hosted token rate. 11 of them show a hosted rate matched from another provider; the rest report an unavailable price rather than zero.