Epoch Capabilities Index Leaderboard
composite191 models · Updated October 2026
On the Epoch Capabilities Index benchmark, Anthropic: Claude Opus 5.5 ranks #1 with a score of 167, while Mistral: Mistral Nemo offers the best score-per-dollar at $0.03/1M output tokens. The full ranking, with cost per million tokens, is below.
💰 Best value
Mistral: Mistral Nemo — score 119 at $0.03/1M output tokens
| # | Model | Score | Output / 1M | Context |
|---|---|---|---|---|
| 1 | Anthropic: Claude Opus 5.5Anthropic | 167 | $20.00 | 1M |
| 2 | OpenAI: GPT-6 AstraOpenAI | 166 | $50.00 | 1.1M |
| 3 | OpenAI: GPT-6.1 SolOpenAI | 166 | $10.00 | 1.1M |
| 4 | Anthropic: Claude Sonnet 5.5Anthropic | 165 | $10.00 | 1M |
| 5 | Anthropic: Claude Fable 5.1Anthropic | 165 | $50.00 | 1M |
| 6 | Anthropic: Claude Opus 5Anthropic | 163 | $25.00 | 1M |
| 7 | OpenAI: GPT-6 SolOpenAI | 163 | $10.00 | 1.1M |
| 8 | OpenAI: GPT-5.5 ProOpenAI | 162 | $180.00 | 1.1M |
| 9 | Anthropic: Claude Fable 5Anthropic | 162 | $50.00 | 1M |
| 10 | OpenAI: GPT-5.6 SolOpenAI | 162 | $10.00 | 1.1M |
| 11 | OpenAI: GPT-5.6 TerraOpenAI | 160 | $12.00 | 1.1M |
| 12 | OpenAI: GPT-5.5OpenAI | 159 | $30.00 | 1.1M |
| 13 | OpenAI: GPT-5.4 ProOpenAI | 159 | $180.00 | 1.1M |
| 14 | Anthropic: Claude Opus 4.8Anthropic | 158 | $25.00 | 1M |
| 15 | MoonshotAI: Kimi K3MoonshotAI | 157 | $15.00 | 1M |
| 16 | Google: Gemini 3.7 FlashGoogle | 157 | $3.75 | 1M |
| 17 | OpenAI: GPT-5.4OpenAI | 157 | $15.00 | 1.1M |
| 18 | OpenAI: GPT-5.3-CodexOpenAI | 157 | $14.00 | 400K |
| 19 | Muse Spark 1.3Meta AI | 157 | — | — |
| 20 | Gemini 3.8 FlashGoogle DeepMind | 157 | — | — |
| 21 | SpaceXAI: Grok 4.6SpaceXAI | 156 | $6.00 | 500K |
| 22 | Qwen3.8 MaxAlibaba | 156 | $6.00 | 1M |
| 23 | OpenAI: GPT-5.6 LunaOpenAI | 156 | $1.20 | 1.1M |
| 24 | OpenAI: GPT-6 LunaOpenAI | 156 | $0.50 | 1.1M |
| 25 | Anthropic: Claude Opus 4.7Anthropic | 156 | $25.00 | 1M |
| 26 | Anthropic: Claude Sonnet 5Anthropic | 156 | $10.00 | 1M |
| 27 | GLM-5.3Z.ai (Zhipu AI) | 156 | — | — |
| 28 | OpenAI: GPT-5.2 ProOpenAI | 155 | $168.00 | 400K |
| 29 | DeepSeek: DeepSeek V4 Pro 0423DeepSeek | 155 | $1.91 | 1M |
| 30 | Anthropic: Claude Opus 4.6Anthropic | 155 | $25.00 | 1M |
| 31 | DeepSeek: DeepSeek V4.1 FlashDeepSeek | 155 | $0.89 | 1M |
| 32 | Muse Spark 1.2Meta AI | 155 | — | — |
| 33 | Gemini 3.1 ProGoogle DeepMind | 155 | — | — |
| 34 | DeepSeek: DeepSeek V4 Flash 0423DeepSeek | 154 | $0.18 | 1M |
| 35 | Gemini 3.5 FlashGoogle DeepMind | 154 | — | — |
| 36 | Google: Gemini 3.6 FlashGoogle | 154 | $3.75 | 1M |
| 37 | Meta: Muse Spark 1.1Meta | 154 | $4.25 | 1M |
| 38 | SpaceXAI: Grok 4.5SpaceXAI | 154 | $6.00 | 500K |
| 39 | Qwen3.7 MaxAlibaba | 154 | $7.50 | 1M |
| 40 | SpaceXAI: Grok 4.7SpaceXAI | 154 | $6.00 | 500K |
| 41 | OpenAI: GPT-5.2OpenAI | 153 | $14.00 | 400K |
| 42 | Gemini 3 ProGoogle DeepMind | 153 | — | — |
| 43 | Anthropic: Claude Sonnet 4.6Anthropic | 152 | $15.00 | 1M |
| 44 | Muse SparkMeta AI | 152 | — | — |
| 45 | SpaceXAI: Grok 4.20SpaceXAI | 152 | $2.50 | 2M |
| 46 | GLM-5.3-FlashZ.ai (Zhipu AI) | 152 | — | — |
| 47 | Gemini 3 FlashOpenCode | 152 | $3.00 | 1M |
| 48 | Z.ai: GLM 5.2Z.ai | 152 | $7.00 | 1M |
| 49 | MoonshotAI: Kimi K2.6MoonshotAI | 151 | $3.41 | 262K |
| 50 | OpenAI: GPT-5 ProOpenAI | 150 | $120.00 | 400K |
| 51 | Thinking Machines: Inkling SmallThinking Machines | 150 | $1.20 | 524K |
| 52 | Anthropic: Claude Opus 4.5Anthropic | 150 | $25.00 | 200K |
| 53 | OpenAI: GPT-5OpenAI | 150 | $10.00 | 400K |
| 54 | MoonshotAI: Kimi K2.7 CodeMoonshotAI | 150 | $3.35 | 262K |
| 55 | GLM-5.1Z.ai (Zhipu AI) | 150 | — | — |
| 56 | OpenAI: GPT-5.1OpenAI | 150 | $10.00 | 400K |
| 57 | Qwen: Qwen3.8 27BQwen | 149 | $2.30 | 1M |
| 58 | OpenAI: GPT-5.4 MiniOpenAI | 149 | $4.50 | 400K |
| 59 | Thinking Machines: InklingThinking Machines | 149 | $4.05 | 524K |
| 60 | MoonshotAI: Kimi K2.5MoonshotAI | 148 | $2.50 | 262K |
| 61 | Qwen3.6 PlusAlibaba | 148 | $3.00 | 1M |
| 62 | OpenAI: o3 ProOpenAI | 147 | $80.00 | 200K |
| 63 | Qwen3.7 PlusAlibaba | 147 | $1.60 | 1M |
| 64 | MiniMax: MiniMax M3MiniMax | 147 | $1.20 | 1M |
| 65 | OpenAI: o3OpenAI | 147 | $8.00 | 200K |
| 66 | Anthropic: Claude Sonnet 4.5Anthropic | 147 | $15.00 | 1M |
| 67 | Qwen3.5 PlusAlibaba | 147 | $2.40 | 1M |
| 68 | MiniMax: MiniMax M2.5MiniMax | 147 | $1.08 | 205K |
| 69 | Qwen3.5 397B-A17BAlibaba | 147 | $3.60 | 262K |
| 70 | Qwen3.6 27BAlibaba | 147 | $3.60 | 262K |
| 71 | Grok 4xAI | 146 | — | — |
| 72 | DeepSeek: DeepSeek V3.2DeepSeek | 146 | $0.80 | 164K |
| 73 | NVIDIA: Nemotron 3 UltraNVIDIA | 146 | $2.40 | 262K |
| 74 | MoonshotAI: Kimi K2 0711MoonshotAI | 146 | $2.30 | 131K |
| 75 | MiniMax: MiniMax M2.7MiniMax | 146 | $1.20 | 205K |
| 76 | GLM-5Z.ai (Zhipu AI) | 146 | — | — |
| 77 | OpenAI: GPT-5.4 NanoOpenAI | 146 | $1.25 | 400K |
| 78 | OpenAI: o4 MiniOpenAI | 146 | $4.40 | 200K |
| 79 | OpenAI: GPT-5 MiniOpenAI | 146 | $2.00 | 400K |
| 80 | Gemini 2.5 Pro (Jun 2025)Google DeepMind | 145 | — | — |
| 81 | Google: Gemini 3.5 Flash LiteGoogle | 145 | $2.50 | 1M |
| 82 | DeepSeek: DeepSeek V3.2 ExpDeepSeek | 145 | $0.41 | 164K |
| 83 | Qwen3.7 FlashAlibaba | 145 | $0.13 | 1M |
| 84 | Google: Gemini 3.1 Flash LiteGoogle | 144 | $1.50 | 1M |
| 85 | Grok 4 FastZenMux | 144 | $0.50 | 2M |
| 86 | Anthropic: Claude Opus 4.1Anthropic | 144 | $75.00 | 200K |
| 87 | Qwen3.5 FlashAlibaba | 144 | $0.40 | 1M |
| 88 | Qwen3.6 35B-A3BAlibaba | 144 | $1.49 | 262K |
| 89 | Qwen3 235B-A22BAlibaba | 144 | $2.80 | 131K |
| 90 | GLM-4.7Z.ai (Zhipu AI) | 144 | — | — |
| 91 | Qwen3.6 FlashAlibaba | 143 | $1.13 | 1M |
| 92 | Google: Gemini 2.5 FlashGoogle | 143 | $2.50 | 1M |
| 93 | Gemma 4 31B ITQVAC | 143 | $0.00 | 262K |
| 94 | Anthropic: Claude Opus 4Anthropic | 143 | $75.00 | 200K |
| 95 | Qwen3.5 35B-A3BAlibaba | 143 | $2.00 | 262K |
| 96 | GPT-5.5 InstantOpenAI | 143 | — | — |
| 97 | Anthropic: Claude Haiku 4.5Anthropic | 142 | $5.00 | 200K |
| 98 | Qwen3 MaxAlibaba | 142 | $6.00 | 262K |
| 99 | OpenAI: o1OpenAI | 142 | $60.00 | 200K |
| 100 | Google: Gemma 4 26B A4B Google | 142 | $0.26 | 262K |
| 101 | Anthropic: Claude Sonnet 4Anthropic | 142 | $15.00 | 200K |
| 102 | Mistral: Mistral Medium 3.5Mistral | 141 | $7.50 | 262K |
| 103 | DeepSeek-R1DeepSeek | 141 | — | — |
| 104 | Claude 3.7 SonnetAnthropic | 141 | — | — |
| 105 | Grok 3 MiniPoe | 140 | $0.50 | 131K |
| 106 | OpenAI: o3 MiniOpenAI | 140 | $4.40 | 200K |
| 107 | OpenAI: gpt-oss-120b (batch)OpenAI | 140 | $0.14 | 131K |
| 108 | DeepSeek: DeepSeek V3.1DeepSeek | 140 | $0.95 | 164K |
| 109 | Qwen: Qwen3 30B A3BQwen | 140 | $0.50 | 41K |
| 110 | Qwen: Qwen3.5-9BQwen | 139 | $0.15 | 262K |
| 111 | OpenAI: GPT-5 NanoOpenAI | 139 | $0.40 | 400K |
| 112 | Qwen: Qwen3 235B A22B Instruct 2507Qwen | 139 | $0.55 | 262K |
| 113 | Qwen3 32BAlibaba | 139 | $2.80 | 131K |
| 114 | Grok 3xAI | 138 | — | — |
| 115 | Qwen3 14BAlibaba | 138 | $1.40 | 131K |
| 116 | OpenAI: gpt-oss-20b (batch)OpenAI | 138 | $0.11 | 131K |
| 117 | QwQ 32BAlibaba (China) | 138 | $0.86 | 131K |
| 118 | DeepSeek R1 Distill Qwen 32BAlibaba (China) | 137 | $0.86 | 33K |
| 119 | Qwen: Qwen3 30B A3B Instruct 2507Qwen | 137 | $0.30 | 262K |
| 120 | OpenAI: GPT-4.1OpenAI | 137 | $8.00 | 1M |
| 121 | GPT-4.5OpenAI | 137 | — | — |
| 122 | Qwen3 8BAlibaba | 136 | $0.70 | 131K |
| 123 | DeepSeek: DeepSeek V3DeepSeek | 136 | $0.89 | 164K |
| 124 | o1-miniOpenAI | 136 | — | — |
| 125 | DeepSeek R1 Distill Qwen 14BAlibaba (China) | 135 | $0.43 | 33K |
| 126 | Gemini 2.0 FlashGoogle | 135 | $0.40 | 1M |
| 127 | Gemini 2.0 ProGoogle DeepMind | 135 | — | — |
| 128 | OpenAI: GPT-4.1 MiniOpenAI | 135 | $1.60 | 1M |
| 129 | o1-previewOpenAI | 135 | — | — |
| 130 | Mistral: Mistral Medium 3Mistral | 134 | $2.00 | 131K |
| 131 | Google: Gemini 2.5 Flash LiteGoogle | 134 | $0.40 | 1M |
| 132 | Claude 3.5 SonnetAnthropic | 134 | — | — |
| 133 | Qwen 2.5 MaxNanoGPT | 133 | $6.39 | 32K |
| 134 | Llama 4 MaverickMeta AI | 132 | — | — |
| 135 | Mistral Small 3.2Mistral | 132 | $0.30 | 128K |
| 136 | Gemini 1.5 ProGoogle DeepMind | 132 | — | — |
| 137 | Magistral Small 1.2Amazon Bedrock | 131 | $1.50 | 128K |
| 138 | Grok-2xAI | 130 | — | — |
| 139 | Microsoft: Phi 4Microsoft | 130 | $0.14 | 16K |
| 140 | Google: Gemma 3 27BGoogle | 130 | $0.45 | 131K |
| 141 | Llama 4 ScoutMeta AI | 130 | — | — |
| 142 | OpenAI: GPT-4.1 NanoOpenAI | 130 | $0.40 | 1M |
| 143 | Gemini 1.5 FlashNanoGPT | 129 | $0.31 | 2M |
| 144 | Qwen2.5-72BAlibaba | 129 | — | — |
| 145 | OpenAI: GPT-4oOpenAI | 129 | $10.00 | 128K |
| 146 | Llama 3.1-405BMeta AI | 129 | — | — |
| 147 | Qwen2.5-32BAlibaba | 129 | — | — |
| 148 | Mistral Large 2Mistral AI | 129 | — | — |
| 149 | Mistral Small 3.1Azure | 127 | $0.30 | 128K |
| 150 | Llama 3.3 70BMeta AI | 127 | — | — |
| 151 | OpenAI: GPT-4 TurboOpenAI | 127 | $30.00 | 128K |
| 152 | Anthropic: Claude 3.5 HaikuHelicone | 127 | $4.00 | 200K |
| 153 | Mistral: Mistral Small 3Mistral | 127 | $0.08 | 33K |
| 154 | Claude 3 OpusAnthropic | 127 | — | — |
| 155 | OpenAI: GPT-4o-miniOpenAI | 127 | $0.60 | 128K |
| 156 | Llama 3.1-70BMeta AI | 126 | — | — |
| 157 | OpenAI: GPT-4OpenAI | 126 | $60.00 | 8K |
| 158 | Qwen2-72BAlibaba | 125 | — | — |
| 159 | Amazon Nova ProAmazon | 124 | — | — |
| 160 | Google: Gemma 3 12BGoogle | 124 | $0.15 | 131K |
| 161 | Llama 3-70BMeta AI | 123 | — | — |
| 162 | Google: Gemma 2 27BGoogle | 122 | $0.65 | 8K |
| 163 | Mixtral 8x22BMistral | 122 | $6.00 | 64K |
| 164 | Mistral LargeMistral AI | 122 | $6.00 | 128K |
| 165 | Claude 3 SonnetAnthropic | 121 | — | — |
| 166 | Claude 2Anthropic | 120 | — | — |
| 167 | Qwen 2.5 Coder 32BAbacus | 119 | $0.79 | 128K |
| 168 | Cohere: Command R (08-2024)Cohere | 119 | $0.60 | 128K |
| 169 | Claude 2.1Anthropic | 119 | — | — |
| 170 | Mistral: Mistral NemoMistral | 119 | $0.03 | 131K |
| 171 | OpenAI: GPT-3.5 TurboOpenAI | 119 | $1.50 | 16K |
| 172 | Mixtral 8x7BMistral AI | 118 | — | — |
| 173 | Anthropic: Claude 3 HaikuAnthropic | 118 | $1.25 | 200K |
| 174 | Ministral 3B (latest)Mistral | 118 | $0.04 | 131K |
| 175 | Yi-34B01.AI | 117 | — | — |
| 176 | phi-3-mini 3.8BMicrosoft | 117 | — | — |
| 177 | Gemini 1.0 ProGoogle DeepMind | 117 | — | — |
| 178 | Llama 3.1 8BGroq | 117 | $0.08 | 131K |
| 179 | Llama 3-8BMeta AI | 116 | — | — |
| 180 | Google: Gemma 3 4BGoogle | 116 | $0.10 | 131K |
| 181 | Llama 2-70BMeta AI | 114 | — | — |
| 182 | Falcon-180BTechnology Innovation Institute | 112 | — | — |
| 183 | LLaMA-65BMeta AI | 110 | — | — |
| 184 | Llama 2-13BMeta AI | 106 | — | — |
| 185 | Llama 2-34BMeta AI | 105 | — | — |
| 186 | Falcon-40BTechnology Innovation Institute | 104 | — | — |
| 187 | Llama-3.2-1BPioneer | 102 | $0.10 | 131K |
| 188 | LLaMA-13BMeta AI | 101 | — | — |
| 189 | Llama 2-7BMeta AI | 99.1 | — | — |
| 190 | LLaMA-7BMeta AI | 96.7 | — | — |
| 191 | Qwen2.5-Coder-0.5BPioneer | 88.2 | $0.10 | 33K |
Frequently asked questions
Pricing is indicative — confirm with the provider before production use. Updated October 2026.