LLM API Providers Leaderboard - Comparison of over 500 AI Model endpoints
Comparison of API provider performance across over 500 AI Model endpoints, including from OpenAI, Google, DeepSeek and others, across performance key metrics including price, output speed, latency, context window and more.
For more details including relating to our methodology, see our FAQs.
Further Analysis | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
 Amazon Bedrock |  Claude Opus 5 (max) | 1M | Proprietary | 63 | $2.34 | 54 | 58.14 | 67.45 | -- | |
| Anthropic | Claude Opus 5 (max) | 1M | Proprietary | 63 | $2.34 | 54 | 58.23 | 67.48 | -- | |
 Google | Claude Opus 5 (max) | 1M | Proprietary | 63 | $3.31 | 53 | 54.10 | 63.45 | -- | |
| Anthropic | Claude Opus 5 (xhigh) | 1M | Proprietary | 63 | $1.80 | 52 | 24.61 | 34.18 | -- | |
| Google | Claude Opus 5 (xhigh) | 1M | Proprietary | 63 | $2.51 | 54 | 26.35 | 35.68 | -- | |
| Amazon Bedrock | Claude Opus 5 (xhigh) | 1M | Proprietary | 63 | $1.80 | 54 | 29.27 | 38.61 | -- | |
| Anthropic | Claude Fable 5 (with fallback) | 1M | Proprietary | 62 | $3.14 | 63 | 126.14 | 134.05 | -- | |
| Google | Claude Fable 5 (with fallback) | 1M | Proprietary | 62 | $3.32 | 69 | 91.07 | 98.35 | -- | |
 Microsoft Azure | Claude Fable 5 (with fallback) | 1M | Proprietary | 62 | $10.16 | 66 | 122.74 | 130.37 | -- | |
| Anthropic | Claude Opus 5 (high) | 1M | Proprietary | 61 | $1.23 | 52 | 12.57 | 22.20 | -- | |
| Google | Claude Opus 5 (high) | 1M | Proprietary | 61 | $1.67 | 53 | 17.25 | 26.61 | -- | |
| Amazon Bedrock | Claude Opus 5 (high) | 1M | Proprietary | 61 | $1.23 | 54 | 17.12 | 26.30 | -- | |
| Amazon Bedrock |  GPT-5.6 Sol (max) | 1M | Proprietary | 61 | $1.66 | 106 | 96.07 | 100.81 | -- | |
| OpenAI | GPT-5.6 Sol (max) | 1M | Proprietary | 61 | $1.23 | 62 | 153.87 | 161.97 | -- | |
 SpaceXAI | Grok 4.6 (high) | 500k | Proprietary | 61 | $0.84 | 68 | 42.09 | 49.48 | -- | |
 Kimi | Kimi K3 (max) | 1.05M | Open | 60 | $0.84 | 41 | 2.97 | 64.31 | 49.07 | |
 Fireworks | Kimi K3 (max) | 1.05M | Open | 60 | $0.89 | 54 | 1.18 | 47.77 | 37.27 | |
| Fireworks | Kimi K3 (max) (FAST) | 1.05M | Open | 60 | $1.34 | 85 | 1.27 | 30.62 | 23.48 | |
 Modal | Kimi K3 (max) | 1.05M | Open | 60 | $1.24 | 171 | 2.08 | 16.73 | 11.72 | |
 Together AI | Kimi K3 (max) | 1M | Open | 60 | $1.43 | 41 | 20.94 | 82.35 | 49.13 | |
 DigitalOcean | Kimi K3 (max) | 1.05M | Open | 60 | $1.01 | 36 | 2.06 | 70.84 | 55.03 | |
 Baseten | Kimi K3 (max) | 1.05M | Open | 60 | $1.26 | 96 | 1.12 | 27.28 | 20.93 | |
 Parasail | Kimi K3 (max) | 1.05M | Open | 60 | $0.78 | 176 | 1.98 | 16.15 | 11.33 | |
 Makora | Kimi K3 (max) | 1.05M | Open | 60 | $0.66 | 97 | 1.47 | 27.19 | 20.57 | |
 Nebius | Kimi K3 (max) | 1.05M | Open | 60 | $3.11 | 132 | 1.67 | 20.61 | 15.16 | |
 Wafer | Kimi K3 (max) (FAST) | 1M | Open | 60 | $1.27 | 57 | 2.42 | 45.97 | 34.84 | |
| OpenAI | GPT-5.6 Sol (xhigh) | 1M | Proprietary | 59 | $0.81 | 61 | 46.20 | 54.45 | -- | |
| Anthropic | Claude Opus 5 (medium) | 1M | Proprietary | 59 | $0.72 | 54 | 6.84 | 16.18 | -- | |
| Amazon Bedrock | Claude Opus 5 (medium) | 1M | Proprietary | 59 | $0.72 | 53 | 7.26 | 16.70 | -- | |
| Google | Claude Opus 5 (medium) | 1M | Proprietary | 59 | $0.95 | 52 | 5.04 | 14.63 | -- | |
 Alibaba Cloud | Qwen3.8 Max | 1M | Proprietary | 58 | $1.13 | 47 | 2.70 | 56.00 | 42.64 | |
| OpenAI | GPT-5.6 Sol (high) | 1M | Proprietary | 57 | $0.55 | 56 | 15.73 | 24.60 | -- | |
 Meta | Muse Spark 1.2 (xhigh) | 1.05M | Proprietary | 57 | $0.40 | -- | -- | -- | -- | |
| OpenAI | GPT-5.6 Terra (max) | 1M | Proprietary | 57 | $0.51 | 119 | 194.43 | 198.65 | -- | |
| Amazon Bedrock | GPT-5.6 Terra (max) | 1M | Proprietary | 57 | $0.97 | 148 | 158.38 | 161.77 | -- | |
| SpaceXAI | Grok 4.5 (high) | 500k | Proprietary | 56 | $0.36 | 57 | 8.68 | 17.46 | -- | |
| OpenAI | GPT-5.6 Sol (medium) | 1M | Proprietary | 56 | $0.37 | 59 | 5.75 | 14.20 | -- | |
| Google | Claude Sonnet 5 (max) | 1M | Proprietary | 55 | $2.22 | 82 | 203.18 | 209.29 | -- | |
| Microsoft Azure | Claude Sonnet 5 (max) | 1M | Proprietary | 55 | $1.64 | 89 | 165.36 | 171.00 | -- | |
| Anthropic | Claude Sonnet 5 (max) | 1M | Proprietary | 55 | $1.72 | 71 | 196.71 | 203.72 | -- | |
| Amazon Bedrock | Claude Sonnet 5 (max) | 1M | Proprietary | 55 | $1.96 | 83 | 225.44 | 231.47 | -- | |
| OpenAI | GPT-5.6 Terra (xhigh) | 1M | Proprietary | 53 | $0.31 | 108 | 33.39 | 38.04 | -- | |
| Wafer |  GLM-5.2 (max) | 205k | Open | 53 | $0.36 | 165 | 6.67 | 21.82 | 12.12 | |
 FriendliAI | GLM-5.2 (max) | 1M | Open | 53 | $0.42 | 174 | 1.40 | 15.79 | 11.51 | |
| Makora | GLM-5.2 (max) (NVFP4) | 1M | Open | 53 | $0.48 | 304 | 0.92 | 9.15 | 6.58 | |
| Baseten | GLM-5.2 (max) (FAST) | 524k | Open | 53 | $0.54 | 196 | 1.67 | 14.45 | 10.23 | |
 Novita | GLM-5.2 (max) (FP8) | 1.05M | Open | 53 | $0.42 | 60 | 2.58 | 44.57 | 33.59 | |
| Baseten | GLM-5.2 (max) | 261k | Open | 53 | $0.46 | 114 | 1.69 | 23.57 | 17.50 | |
| Parasail | GLM-5.2 (max) (NVFP4) | 1M | Open | 53 | -- | 111 | 1.33 | 23.81 | 17.99 | |
 CoreWeave | GLM-5.2 (max) | 262k | Open | 53 | $0.38 | 191 | 1.47 | 14.55 | 10.46 | |
 DeepInfra | GLM-5.2 (max) (FP4) | 1.05M | Open | 53 | $0.25 | 33 | 1.49 | 78.12 | 61.30 | |
| Nebius | GLM-5.2 (max) (FP4) | 432k | Open | 53 | $1.06 | 190 | 1.15 | 14.28 | 10.50 | |
| Together AI | GLM-5.2 (max) | 262k | Open | 53 | $0.67 | 174 | 0.77 | 15.13 | 11.49 | |
 Scaleway | GLM-5.2 (max) | 262k | Open | 53 | $1.57 | 62 | 1.84 | 41.93 | 32.07 | |
 Crusoe | GLM-5.2 (max) (NVFP4) | 1M | Open | 53 | $0.36 | 170 | 0.82 | 15.48 | 11.73 | |
| Fireworks | GLM-5.2 (max) | 1M | Open | 53 | $0.48 | 66 | 1.01 | 38.74 | 30.19 | |
 GMI | GLM-5.2 (max) (FP8) | 1.05M | Open | 53 | -- | -- | -- | -- | -- | |
 SiliconFlow | GLM-5.2 (max) (FP8) | 1.05M | Open | 53 | $0.62 | 67 | 1.54 | 39.04 | 30.00 | |
| Anthropic | Claude Opus 5 (low) | 1M | Proprietary | 52 | $0.43 | 52 | 3.04 | 12.64 | -- | |
| Amazon Bedrock | Claude Opus 5 (low) | 1M | Proprietary | 52 | $0.43 | 52 | 4.74 | 14.30 | -- | |
| Google | Claude Opus 5 (low) | 1M | Proprietary | 52 | $0.55 | 55 | 3.60 | 12.69 | -- | |
| OpenAI | GPT-5.6 Luna (max) | 1M | Proprietary | 52 | $0.05 | 150 | 139.13 | 142.46 | -- | |
| Amazon Bedrock | GPT-5.6 Luna (max) | 1M | Proprietary | 52 | $0.34 | 237 | 85.36 | 87.48 | -- | |
| CoreWeave |  DeepSeek V4 Flash 0731 (max) | 262k | Open | 52 | $0.12 | 130 | 1.67 | 20.92 | 15.40 | |
| Wafer | DeepSeek V4 Flash 0731 (max) (FAST) | 1M | Open | 52 | $0.17 | 163 | 6.80 | 22.15 | 12.28 | |
| DigitalOcean | DeepSeek V4 Flash 0731 (max) | 1.05M | Open | 52 | $0.07 | 81 | 0.88 | 31.60 | 24.57 | |
| Nebius | DeepSeek V4 Flash 0731 (max) | 1.05M | Open | 52 | $0.20 | 273 | 1.77 | 10.94 | 7.33 | |
| DeepSeek | DeepSeek V4 Flash 0731 (max) | 1M | Open | 52 | $0.03 | 128 | 1.44 | 20.98 | 15.63 | |
| DeepInfra | DeepSeek V4 Flash 0731 (max) | 1M | Open | 52 | $0.06 | 53 | 0.93 | 47.73 | 37.44 | |
| Parasail | DeepSeek V4 Flash 0731 (max) | 1.05M | Open | 52 | $0.13 | 68 | 1.82 | 38.75 | 29.54 | |
| Fireworks | DeepSeek V4 Flash 0731 (max) | 1.05M | Open | 52 | $0.08 | 116 | 0.95 | 22.55 | 17.28 | |
| SiliconFlow | DeepSeek V4 Flash 0731 (max) | 1.05M | Open | 52 | $0.09 | 120 | 1.51 | 22.39 | 16.71 | |
| Baseten | DeepSeek V4 Flash 0731 (max) | 1.05M | Open | 52 | $0.14 | 273 | 0.75 | 9.90 | 7.32 | |
| GMI | DeepSeek V4 Flash 0731 (max) | 1.05M | Open | 52 | $0.15 | 118 | 2.81 | 23.93 | 16.90 | |
| Novita | DeepSeek V4 Flash 0731 (max) | 1.05M | Open | 52 | $0.08 | 134 | 1.47 | 20.11 | 14.91 | |
| Makora | DeepSeek V4 Flash 0731 (max) | 1M | Open | 52 | $0.20 | 238 | 0.71 | 11.21 | 8.40 | |
| Google | Gemini 3.6 Flash AI Studio | 1M | Proprietary | 52 | $0.56 | 234 | 18.23 | 20.37 | -- | |
| OpenAI | GPT-5.6 Sol (low) | 1M | Proprietary | 51 | $0.23 | 56 | 3.16 | 12.08 | -- | |
| OpenAI | GPT-5.6 Terra (high) | 1M | Proprietary | 50 | $0.22 | 100 | 3.62 | 8.60 | -- | |
| OpenAI | GPT-5.6 Luna (xhigh) | 1M | Proprietary | 50 | $0.03 | 150 | 50.93 | 54.27 | -- | |
| Kimi | Kimi K3 (low) | 1.05M | Open | 48 | $0.24 | 37 | 3.14 | 70.16 | 53.62 | |
| Google | Gemini 3.1 Pro Preview (AI Studio) | 1M | Proprietary | 48 | $0.33 | 114 | 32.87 | 37.25 | -- | |
| Google | Gemini 3.1 Pro Preview (Vertex) | 1M | Proprietary | 48 | $0.43 | 128 | 26.30 | 30.21 | -- | |
| OpenAI | GPT-5.6 Luna (high) | 1M | Proprietary | 47 | $0.02 | 150 | 14.68 | 18.02 | -- | |
| OpenAI | GPT-5.6 Terra (medium) | 1M | Proprietary | 47 | $0.12 | 101 | 1.76 | 6.73 | -- | |
| Google | Gemini 3.5 Flash (medium) | 1M | Proprietary | 47* | -- | 167 | 18.11 | 21.10 | -- | |
| OpenAI | GPT-5.3 Codex (xhigh) | 400k | Proprietary | 46* | -- | 110 | 78.34 | 82.88 | -- | |
| Parasail |  MiniMax-M3 (MXFP8) | 1M | Open | 45 | $0.18 | 93 | 1.44 | 28.21 | 21.42 | |
| CoreWeave | MiniMax-M3 | 262k | Open | 45 | $0.11 | 243 | 1.12 | 11.41 | 8.23 | |
| Together AI | MiniMax-M3 | 1M | Open | 45 | $0.21 | 51 | 1.03 | 49.81 | 39.03 | |
| Novita | MiniMax-M3 | 1M | Open | 45 | $0.13 | 81 | 1.77 | 32.79 | 24.81 | |
| DeepInfra | MiniMax-M3 | 524k | Open | 45 | $0.13 | 37 | 1.20 | 69.37 | 54.54 | |
| Nebius | MiniMax-M3 (FP8) | 1.05M | Open | 45 | $0.45 | 215 | 1.95 | 13.58 | 9.31 | |
| SiliconFlow | MiniMax-M3 (FP8) | 1M | Open | 45 | $0.12 | 101 | 1.74 | 26.53 | 19.83 | |
| MiniMax | MiniMax-M3 | 512k | Open | 45 | $0.14 | 83 | 1.65 | 31.83 | 24.14 | |
| GMI | MiniMax-M3 | 1.05M | Open | 45 | -- | -- | -- | -- | -- | |
| DeepInfra | DeepSeek V4 Pro (max) (FP4) | 1.05M | Open | 45 | $0.27 | 37 | 1.69 | 134.59 | 119.27 | |
| Microsoft Azure | DeepSeek V4 Pro (max) | 1M | Open | 45 | $0.89 | 85 | 1.52 | 58.98 | 51.57 | |
| Novita | DeepSeek V4 Pro (max) | 1.05M | Open | 45 | $0.23 | 66 | 1.83 | 75.71 | 66.31 | |
| SiliconFlow | DeepSeek V4 Pro (max) (FP8) | 1.05M | Open | 45 | $0.31 | 57 | 1.77 | 87.18 | 76.65 | |
| GMI | DeepSeek V4 Pro (max) | 1.05M | Open | 45 | -- | -- | -- | -- | -- | |
| Nebius | DeepSeek V4 Pro (max) | 1M | Open | 45 | $0.90 | 91 | 1.35 | 54.67 | 47.85 | |
| Fireworks | DeepSeek V4 Pro (max) | 1.05M | Open | 45 | $0.38 | 68 | 1.62 | 73.05 | 64.10 | |
| Baseten | DeepSeek V4 Pro (max) | 131k | Open | 45 | -- | -- | -- | -- | -- | |
| DeepSeek | DeepSeek V4 Pro (max) | 1M | Open | 45 | $0.05 | 71 | 1.68 | 70.77 | 62.00 | |
| DeepInfra | DeepSeek V4 Pro (high) (FP4) | 65.5k | Open | 44 | $0.26 | 37 | 1.69 | 68.38 | 53.31 | |
| Fireworks | DeepSeek V4 Pro (high) | 1.05M | Open | 44 | $0.36 | 68 | 1.57 | 38.38 | 29.42 | |
| Microsoft Azure | DeepSeek V4 Pro (high) | 1M | Open | 44 | $0.94 | 86 | 1.54 | 30.64 | 23.26 | |
| DeepSeek | DeepSeek V4 Pro (high) | 1M | Open | 44 | $0.04 | 67 | 1.78 | 38.83 | 29.61 | |
| SiliconFlow | DeepSeek V4 Pro (high) (FP8) | 1.05M | Open | 44 | $0.29 | 53 | 1.91 | 49.00 | 37.65 | |
| Nebius | DeepSeek V4 Pro (high) | 1M | Open | 44 | $0.94 | 88 | 1.35 | 29.74 | 22.69 | |
| Novita | DeepSeek V4 Pro (high) | 1.05M | Open | 44 | $0.20 | 69 | 1.93 | 37.81 | 28.68 | |
| Baseten | DeepSeek V4 Pro (high) | 131k | Open | 44 | $0.68 | 158 | 0.59 | 16.41 | 12.65 | |
| Nebius | Kimi K2.7 Code (FP4) | 256k | Open | 43 | $0.64 | 233 | 1.81 | 13.50 | 9.55 | |
| GMI | Kimi K2.7 Code (FP8) | 65.5k | Open | 43 | $0.46 | 42 | 5.82 | 71.39 | 53.55 | |
| CoreWeave | Kimi K2.7 Code | 262k | Open | 43 | $0.28 | 299 | 1.10 | 10.23 | 7.46 | |
| Parasail | Kimi K2.7 Code | 262k | Open | 43 | $0.18 | 77 | 1.27 | 36.51 | 28.78 | |
| Together AI | Kimi K2.7 Code | 262k | Open | 43 | $0.30 | 284 | 0.57 | 10.18 | 7.85 | |
| Baseten | Kimi K2.7 Code | 262k | Open | 43 | $0.29 | -- | -- | -- | -- | |
| Novita | Kimi K2.7 Code | 262k | Open | 43 | $0.23 | 43 | 3.71 | 66.79 | 51.52 | |
| DeepInfra | Kimi K2.7 Code | 262k | Open | 43 | $0.18 | 87 | 0.74 | 32.28 | 25.76 | |
| Kimi | Kimi K2.7 Code | 256k | Open | 43 | $0.22 | 39 | 2.82 | 73.60 | 57.81 | |
| Novita |  MiMo-V2.5-Pro | 1.05M | Open | 43 | $0.04 | 50 | 2.94 | 52.52 | 39.67 | |
| GMI | MiMo-V2.5-Pro | 1.05M | Open | 43 | -- | -- | -- | -- | -- | |
| DeepInfra | MiMo-V2.5-Pro | 65.5k | Open | 43 | $0.18 | 139 | 0.75 | 18.67 | 14.34 | |
| Xiaomi | MiMo-V2.5-Pro | 1M | Open | 43 | $0.03 | 47 | 3.24 | 56.81 | 42.85 | |
| Anthropic | Claude Sonnet 5 (Non-reasoning) | 1M | Proprietary | 43 | $0.42 | 63 | 1.97 | 9.95 | -- | |
| Amazon Bedrock | Claude Sonnet 5 (Non-reasoning) | 1M | Proprietary | 43 | $0.61 | 64 | 2.60 | 10.42 | -- | |
| DeepInfra |  Inkling (FP8) | 131k | Open | 42 | $0.43 | 129 | 0.59 | 20.00 | 15.53 | |
| Baseten | Inkling | 262k | Open | 42 | $0.34 | 241 | 0.65 | 11.04 | 8.31 | |
| Together AI | Inkling | 524k | Open | 42 | $0.62 | 96 | 0.70 | 26.71 | 20.81 | |
| Thinking Machines | Inkling | 262k | Open | 42 | $0.34 | 74 | 1.86 | 35.45 | 26.87 | |
| SiliconFlow |  Hy3 (FP8) | 256k | Open | 42 | $0.03 | 63 | 2.85 | 42.54 | 31.75 | |
| Novita | Hy3 | 262k | Open | 42 | $0.04 | 64 | 2.82 | 42.12 | 31.45 | |
| DeepInfra | Hy3 (FP8) | 262k | Open | 42 | $0.04 | 61 | 0.64 | 41.77 | 32.91 | |
| GMI | Hy3 | 262k | Open | 42 | $0.03 | 66 | 3.46 | 41.51 | 30.44 | |
| SiliconFlow |  Nex-N2-Pro (FP8) | 262k | Open | 42* | -- | 137 | 1.69 | 19.94 | 14.59 | |
| OpenAI | GPT-5.6 Sol (Non-reasoning) | 1M | Proprietary | 42 | $0.24 | 59 | 1.25 | 9.78 | -- | |
| Amazon Bedrock | GPT-5.6 Sol (Non-reasoning) | 1M | Proprietary | 42 | $0.30 | 97 | 4.85 | 9.99 | -- | |
 Upstage | Solar Pro 4 | 512k | Proprietary | 42 | -- | 64 | 2.16 | 41.38 | 31.37 | |
| OpenAI | GPT-5.6 Terra (low) | 1M | Proprietary | 41 | $0.09 | 96 | 1.78 | 7.01 | -- | |
| Thinking Machines | Inkling Small | 256k | Open | 41 | $0.07 | 128 | 1.58 | 21.06 | 15.58 | |
| Baseten | Inkling Small | 262k | Open | 41 | $0.29 | 325 | 0.55 | 8.24 | 6.15 | |
| DeepInfra | Inkling Small | 524k | Open | 41 | $0.15 | 82 | 0.89 | 31.48 | 24.47 | |
 Agnes (NG) | Agnes 2.5 Pro Alpha | 1M | Proprietary | 40 | -- | 131 | 2.37 | 21.42 | 15.24 | |
| Alibaba Cloud | Qwen3.7 Plus | 1M | Proprietary | 39 | $0.24 | 56 | 2.08 | 46.53 | 35.56 | |
| OpenAI | GPT-5.6 Luna (medium) | 1M | Proprietary | 39 | $0.01 | 141 | 2.31 | 5.86 | -- | |
| CoreWeave |  Nemotron 3 Ultra | 262k | Open | 38 | $0.16 | 186 | 1.08 | 16.00 | 12.23 | |
| GMI | Nemotron 3 Ultra | 262k | Open | 38 | -- | -- | -- | -- | -- | |
| Together AI | Nemotron 3 Ultra | 512k | Open | 38 | $0.40 | 148 | 0.67 | 19.44 | 15.39 | |
| DeepInfra | Nemotron 3 Ultra | 262k | Open | 38 | $0.23 | 90 | 5.92 | 36.59 | 25.15 | |
| DeepInfra | Nemotron 3 Ultra BF16 | 262k | Open | 38 | -- | 66 | 5.43 | 47.39 | 34.40 | |
| Nebius | Nemotron 3 Ultra | 256k | Open | 38 | $0.60 | 302 | 2.59 | 11.78 | 7.53 | |
 Lightning AI | Nemotron 3 Ultra | 262k | Open | 38 | $0.25 | -- | -- | -- | -- | |
 Blackbox AI | Nemotron 3 Ultra | 262k | Open | 38 | $0.22 | -- | -- | -- | -- | |
| Novita | MiMo-V2.5 | 1.05M | Open | 38 | $0.01 | 91 | 2.09 | 29.56 | 21.98 | |
| Parasail | MiMo-V2.5 | 1M | Open | 38 | $0.04 | 64 | 2.04 | 40.84 | 31.04 | |
| DeepInfra | MiMo-V2.5 | 262k | Open | 38 | $0.08 | 27 | 1.09 | 93.15 | 73.65 | |
| GMI | MiMo-V2.5 | 1.05M | Open | 38 | $0.02 | -- | -- | -- | -- | |
| Xiaomi | MiMo-V2.5 | 1M | Open | 38 | $0.01 | 80 | 2.61 | 33.69 | 24.86 | |
| DeepInfra |  Ling 3.0 Flash | 131k | Open | 38 | $0.04 | 99 | 0.79 | 26.13 | 20.28 | |
| InclusionAI | Ling 3.0 Flash | 262k | Open | 38 | $0.04 | 394 | 2.02 | 8.38 | 5.08 | |
| DeepInfra | Qwen3.6 27B FP8 | 262k | Open | 38 | $0.19 | 48 | 0.98 | 128.77 | 117.45 | |
 Groq | Qwen3.6 27B | 131k | Open | 38 | $0.27 | 443 | 1.24 | 15.20 | 12.82 | |
| Novita | Qwen3.6 27B | 262k | Open | 38 | $0.29 | 54 | 2.99 | 116.50 | 104.32 | |
| Alibaba Cloud | Qwen3.6 27B | 262k | Open | 38 | $0.29 | 55 | 3.83 | 115.14 | 102.30 | |
 CompactifAI | Qwen3.6 27B | 262k | Open | 38 | $0.07 | 179 | 1.39 | 35.81 | 31.63 | |
| SiliconFlow | Qwen3.6 27B (FP8) | 262k | Open | 38 | $0.19 | 43 | 3.67 | 146.39 | 131.16 | |
| Google | Gemini 3.5 Flash-Lite AI Studio | 1M | Proprietary | 37 | $0.10 | 358 | 8.70 | 10.10 | -- | |
| Amazon Bedrock | Grok 4.3 (medium) | 524k | Proprietary | 37* | -- | 186 | 10.07 | 12.76 | -- | |
| Microsoft Azure | Grok 4.3 (medium) | 200k | Proprietary | 37* | -- | 152 | 13.00 | 16.29 | -- | |
| SpaceXAI | Grok 4.3 (medium) | 1M | Proprietary | 37* | -- | 119 | 15.30 | 19.49 | -- | |
| Amazon Bedrock | Grok 4.3 (low) | 524k | Proprietary | 36* | -- | 161 | 5.07 | 8.18 | -- | |
| Microsoft Azure | Grok 4.3 (low) | 200k | Proprietary | 36* | -- | 157 | 6.70 | 9.88 | -- | |
| SpaceXAI | Grok 4.3 (low) | 1M | Proprietary | 36* | -- | 111 | 6.56 | 11.08 | -- | |
| Google | Gemini 3.5 Flash (minimal) AI Studio | 1M | Proprietary | 36* | -- | 147 | 0.94 | 4.35 | -- | |
| Anthropic | Claude Sonnet 4.6 (Non-reasoning, Low Effort) | 1M | Proprietary | 35* | -- | 44 | 1.57 | 13.03 | -- | |
| Together AI | Muse Glimmer (high) | 131k | Open | 35 | $0.08 | 81 | 0.82 | 31.63 | 24.65 | |
| DeepInfra | Muse Glimmer (high) | 131k | Open | 35 | $0.07 | 140 | 0.84 | 18.68 | 14.27 | |
| Baseten | GLM-5.2 (FAST) | 524k | Open | 35 | -- | 187 | 1.41 | 4.08 | -- | |
| Nebius | GLM-5.2 (FP4) | 432k | Open | 35 | -- | 172 | 1.12 | 4.03 | -- | |
| Scaleway | GLM-5.2 | 262k | Open | 35 | -- | 62 | 1.91 | 9.91 | -- | |
| Wafer | GLM-5.2 | 205k | Open | 35 | -- | 179 | 6.27 | 9.06 | -- | |
| SiliconFlow | GLM-5.2 (FP8) | 1.05M | Open | 35 | -- | 67 | 2.08 | 9.52 | -- | |
| OpenAI | GPT-5.6 Terra (Non-reasoning) | 1M | Proprietary | 35 | $0.10 | 96 | 0.92 | 6.15 | -- | |
| Amazon Bedrock | GPT-5.6 Terra (Non-reasoning) | 1M | Proprietary | 35 | $0.20 | 129 | 0.77 | 4.65 | -- | |
| Novita |  KAT-Coder-Pro V2 | 256k | Proprietary | 35* | -- | 103 | 1.41 | 6.24 | -- | |
 StreamLake | KAT-Coder-Pro V2 | 256k | Proprietary | 35* | -- | -- | -- | -- | -- | |
| SiliconFlow |  LongCat 2.0 (FP8) | 1M | Open | 34* | -- | 41 | 2.90 | 63.31 | 48.33 | |
 Clarifai | Qwen3.5 397B A17B | 256k | Open | 34 | $0.36 | -- | -- | -- | -- | |
| Alibaba Cloud | Qwen3.5 397B A17B | 262k | Open | 34 | $0.36 | 81 | 2.16 | 47.40 | 39.11 | |
| Wafer | Qwen3.5 397B A17B | 262k | Open | 34 | $0.12 | 87 | 2.21 | 44.39 | 36.46 | |
| Parasail | Qwen3.5 397B A17B | 262k | Open | 34 | $0.23 | 68 | 1.18 | 55.72 | 47.15 | |
| SiliconFlow | Qwen3.5 397B A17B (FP8) | 262k | Open | 34 | $0.23 | 99 | 2.33 | 39.64 | 32.26 | |
| DeepInfra | Qwen3.5 397B A17B (FP8) | 262k | Open | 34 | $0.19 | 40 | 1.00 | 92.95 | 79.48 | |
| DigitalOcean | Qwen3.5 397B A17B | 262k | Open | 34 | $0.12 | 11 | 1.32 | 349.28 | 300.77 | |
| GMI | Qwen3.5 397B A17B (FP8) | 262k | Open | 34 | $0.36 | -- | -- | -- | -- | |
| Nebius | Qwen3.5 397B A17B (Base, FP4) | 262k | Open | 34 | $0.36 | 130 | 2.11 | 30.42 | 24.46 | |
| Novita | Qwen3.5 397B A17B | 262k | Open | 34 | $0.36 | 80 | 1.45 | 47.51 | 39.81 | |
| OpenAI | GPT-5.6 Luna (low) | 1M | Proprietary | 34 | $0.01 | 139 | 1.83 | 5.42 | -- | |
| SiliconFlow | Qwen3.5 122B A10B (FP8) | 262k | Open | 33 | $0.16 | 67 | 1.89 | 39.19 | 29.85 | |
| DeepInfra | Qwen3.5 122B A10B (FP4) | 262k | Open | 33 | $0.12 | 133 | 0.73 | 19.59 | 15.08 | |
| Alibaba Cloud | Qwen3.5 122B A10B | 262k | Open | 33 | $0.25 | 132 | 2.36 | 21.24 | 15.11 | |
| GMI | Qwen3.5 122B A10B (FP8) | 262k | Open | 33 | $0.25 | -- | -- | -- | -- | |
| Novita | Qwen3.5 122B A10B | 262k | Open | 33 | $0.25 | 100 | 1.87 | 26.87 | 20.00 | |
| Wafer | Qwen3.5 397B A17B | 262k | Open | 33* | -- | 84 | 2.21 | 8.14 | -- | |
| DeepInfra | Qwen3.5 397B A17B (FP8) | 262k | Open | 33* | -- | 44 | 0.93 | 12.22 | -- | |
| Alibaba Cloud | Qwen3.5 397B A17B | 262k | Open | 33* | -- | 80 | 2.09 | 8.32 | -- | |
| Nebius | Qwen3.5 397B A17B (Base, FP4) | 262k | Open | 33* | -- | 126 | 2.07 | 6.03 | -- | |
| DigitalOcean | Qwen3.5 397B A17B | 262k | Open | 33* | -- | 13 | 1.51 | 40.23 | -- | |
| Novita | Qwen3.5 397B A17B | 262k | Open | 33* | -- | 86 | 1.45 | 7.25 | -- | |
| Alibaba Cloud | Qwen3.6 35B A3B | 229k | Open | 32 | $0.29 | 148 | 2.25 | 42.05 | 36.42 | |
| SiliconFlow | Qwen3.6 35B A3B (FP8) | 262k | Open | 32 | $0.17 | 65 | 2.23 | 93.49 | 83.52 | |
| Scaleway | Qwen3.6 35B A3B | 262k | Open | 32 | $0.23 | 127 | 1.03 | 47.54 | 42.56 | |
| DeepInfra | Qwen3.6 35B A3B (FP8) | 262k | Open | 32 | $0.09 | 31 | 0.80 | 193.53 | 176.38 | |
| Clarifai | Qwen3.6 35B A3B (FP8) | 262k | Open | 32 | $0.47 | -- | -- | -- | -- | |
| GMI | Qwen3.6 35B A3B FP8 | 262k | Open | 32 | $0.19 | -- | -- | -- | -- | |
| Parasail | Qwen3.6 35B A3B | 262k | Open | 32 | $0.08 | 79 | 1.32 | 76.25 | 68.57 | |
| Novita | Qwen3.6 35B A3B | 205k | Open | 32 | $0.19 | 150 | 1.66 | 40.83 | 35.85 | |
| Microsoft Azure | DeepSeek V4 Pro | 1M | Open | 32* | -- | 86 | 1.69 | 7.54 | -- | |
| Nebius | DeepSeek V4 Pro | 1.05M | Open | 32* | -- | 88 | 1.34 | 7.02 | -- | |
| DeepSeek | DeepSeek V4 Pro | 1M | Open | 32* | -- | 68 | 1.79 | 9.10 | -- | |
 AI9Stars | G9v3-39A5B | 131k | Open | 32* | -- | -- | -- | -- | -- | |
| Alibaba Cloud | Qwen3.5 Omni Plus | 256k | Proprietary | 31* | -- | 49 | 2.55 | 12.73 | -- | |
| Groq | Qwen3.6 27B | 131k | Open | 31 | $0.39 | 480 | 1.12 | 2.17 | -- | |
| CompactifAI | Qwen3.6 27B | 262k | Open | 31 | $0.10 | 200 | 1.31 | 3.82 | -- | |
| DeepInfra | Qwen3.6 27B FP8 | 262k | Open | 31 | $0.23 | 48 | 1.16 | 11.52 | -- | |
| Alibaba Cloud | Qwen3.6 27B | 262k | Open | 31 | $0.40 | 58 | 3.93 | 12.56 | -- | |
| Novita | Qwen3.6 27B | 262k | Open | 31 | $0.40 | 57 | 2.94 | 11.72 | -- | |
| InclusionAI | Ring-2.6-1T | 262k | Open | 31* | -- | 125 | 3.38 | 23.30 | 15.94 | |
| Microsoft Azure | o3 | 200k | Proprietary | 31* | -- | 99 | 54.63 | 59.66 | -- | |
| OpenAI | o3 | 200k | Proprietary | 31* | -- | -- | -- | -- | -- | |
| OpenAI | o3 | 200k | Proprietary | 31* | -- | 142 | 7.72 | 11.25 | -- | |
 StepFun | Step 3.7 Flash | 256k | Open | 31 | $0.09 | 401 | 0.87 | 7.11 | 4.99 | |
| DeepInfra | Step 3.7 Flash | 256k | Open | 31 | -- | 176 | 0.70 | 14.90 | 11.36 | |
 Mistral | Mistral Medium 3.5 | 262k | Open | 30 | $0.46 | 119 | 2.46 | 23.45 | 16.79 | |
| Amazon Bedrock | Claude 4.5 Haiku | 200k | Proprietary | 30 | $0.24 | 118 | 10.53 | 14.76 | -- | |
| Google | Claude 4.5 Haiku Vertex | 200k | Proprietary | 30 | $0.25 | 98 | 18.42 | 23.54 | -- | |
| Anthropic | Claude 4.5 Haiku | 200k | Proprietary | 30 | $0.22 | 95 | 11.40 | 16.69 | -- | |
| Microsoft Azure | Claude 4.5 Haiku | 200k | Proprietary | 30 | $0.54 | 95 | 15.67 | 20.92 | -- | |
| CoreWeave | Gemma 4 31B | 262k | Open | 30 | -- | 34 | 2.43 | 68.28 | 51.12 | |
| GMI | Gemma 4 31B (FP8) | 262k | Open | 30 | $0.04 | -- | -- | -- | -- | |
| Novita | Gemma 4 31B | 262k | Open | 30 | $0.04 | -- | -- | -- | -- | |
 Cerebras | Gemma 4 31B | 131k | Open | 30 | $0.24 | 1,455 | 0.83 | 2.37 | 1.19 | |
| Google | Gemma 4 31B (AI Studio) | 262k | Open | 30 | $0.00 | 35 | 1.14 | 64.45 | 49.15 | |
| Parasail | Gemma 4 31B | 262k | Open | 30 | $0.02 | 24 | 3.35 | 98.48 | 73.85 | |
| DeepInfra | Gemma 4 31B | 262k | Open | 30 | $0.01 | 18 | 2.58 | 129.15 | 98.26 | |
| SiliconFlow | Gemma 4 31B (FP8) | 262k | Open | 30 | $0.03 | 42 | 4.17 | 57.62 | 41.50 | |
 SambaNova | Gemma 4 31B | 131k | Open | 30 | $0.10 | 198 | 2.41 | 13.68 | 8.75 | |
| FriendliAI | Gemma 4 31B | 256k | Open | 30 | $0.04 | 133 | 5.54 | 22.31 | 13.02 | |
| Lightning AI | Gemma 4 31B | 131k | Open | 30 | $0.04 | 132 | 0.87 | 17.82 | 13.17 | |
| Together AI | Gemma 4 31B (FP8) | 262k | Open | 30 | $0.10 | 45 | 1.52 | 50.72 | 38.20 | |
| GMI | DeepSeek V4 Flash | 1.05M | Open | 29* | -- | -- | -- | -- | -- | |
| Makora | DeepSeek V4 Flash | 1M | Open | 29* | -- | 257 | 0.65 | 2.59 | -- | |
| CoreWeave | DeepSeek V4 Flash | 1M | Open | 29* | -- | 68 | 1.60 | 8.92 | -- | |
| OpenAI | GPT-5.5 Instant (June 2026) | 400k | Proprietary | 29 | $0.54 | 142 | 1.27 | 18.88 | 14.09 | |
| GMI | MiMo-V2.5-Pro | 1.05M | Open | 28* | -- | -- | -- | -- | -- | |
| DeepInfra | MiMo-V2.5-Pro | 65.5k | Open | 28* | -- | 139 | 0.71 | 4.30 | -- | |
| Xiaomi | MiMo-V2.5-Pro | 131k | Open | 28* | -- | 47 | 3.20 | 13.91 | -- | |
| Novita | MiMo-V2.5-Pro | 1.05M | Open | 28* | -- | 46 | 3.10 | 13.98 | -- | |
| DeepInfra | Qwen3.5 122B A10B (FP4) | 262k | Open | 28 | $0.10 | 130 | 0.82 | 4.67 | -- | |
| Alibaba Cloud | Qwen3.5 122B A10B | 262k | Open | 28 | $0.20 | 145 | 2.36 | 5.81 | -- | |
| OpenAI | GPT-5.6 Luna (Non-reasoning) | 1M | Proprietary | 27 | $0.01 | 143 | 0.83 | 4.33 | -- | |
| Amazon Bedrock | GPT-5.6 Luna (Non-reasoning) | 1M | Proprietary | 27 | $0.09 | 218 | 0.69 | 2.98 | -- | |
| Makora | Gemma 4 26B A4B | 1M | Open | 26 | $0.02 | 160 | 1.07 | 16.73 | 12.53 | |
| Novita | Gemma 4 26B A4B | 262k | Open | 26 | $0.04 | 34 | 3.46 | 76.56 | 58.48 | |
| Google | Gemma 4 26B A4B AI Studio | 262k | Open | 26 | $0.00 | 47 | 1.07 | 53.78 | 42.16 | |
 Cloudflare | Gemma 4 26B A4B | 256k | Open | 26 | $0.03 | 109 | 0.98 | 23.93 | 18.36 | |
| DeepInfra | Gemma 4 26B A4B | 262k | Open | 26 | $0.03 | 22 | 0.88 | 115.30 | 91.54 | |
| Parasail | Gemma 4 26B A4B | 256k | Open | 26 | $0.03 | 39 | 1.81 | 65.28 | 50.78 | |
| Clarifai | Gemma 4 26B A4B | 256k | Open | 26 | $0.20 | -- | -- | -- | -- | |
| GMI | Gemma 4 26B A4B (FP8) | 1.05M | Open | 26 | $0.04 | -- | -- | -- | -- | |
| CoreWeave | Nemotron 3 Super | 262k | Open | 26 | $0.23 | 137 | 0.95 | 19.18 | 14.58 | |
| Nebius | Nemotron 3 Super | 256k | Open | 26 | $0.33 | 343 | 1.94 | 9.23 | 5.83 | |
| DeepInfra | Nemotron 3 Super | 262k | Open | 26 | $0.10 | 66 | 12.41 | 50.42 | 30.41 | |
| Amazon Bedrock | Grok 4.3 (Non-reasoning) | 524k | Proprietary | 25 | $0.91 | 137 | 1.07 | 4.72 | -- | |
| SpaceXAI | Grok 4.3 (Non-reasoning) | 1M | Proprietary | 25 | $0.29 | 92 | 0.82 | 6.23 | -- | |
| Clarifai | Qwen3.6 35B A3B (FP8) | 262k | Open | 25* | -- | -- | -- | -- | -- | |
| Scaleway | Qwen3.6 35B A3B | 262k | Open | 25* | -- | 141 | 0.92 | 4.48 | -- | |
| DeepInfra | Qwen3.6 35B A3B (FP8) | 262k | Open | 25* | -- | 25 | 0.87 | 21.23 | -- | |
| Novita | Qwen3.6 35B A3B | 205k | Open | 25* | -- | 168 | 1.62 | 4.59 | -- | |
| GMI | Qwen3.6 35B A3B FP8 | 262k | Open | 25* | -- | -- | -- | -- | -- | |
| Parasail | Qwen3.6 35B A3B (FP8) | 262k | Open | 25* | -- | 83 | 1.01 | 7.03 | -- | |
| Alibaba Cloud | Qwen3.6 35B A3B | 262k | Open | 25* | -- | 169 | 2.28 | 5.23 | -- | |
| Novita | Ling 3.0 Tiny | 262k | Open | 25 | $0.00 | 369 | 1.29 | 8.06 | 5.42 | |
| InclusionAI | Ling 3.0 Tiny | 262k | Open | 25 | $0.00 | 160 | 3.13 | 18.77 | 12.51 | |
| DeepInfra | Qwen3.5 35B A3B FP8 | 262k | Open | 24 | $0.07 | 137 | 0.55 | 4.21 | -- | |
| Alibaba Cloud | Qwen3.5 35B A3B | 262k | Open | 24 | $0.24 | 171 | 2.11 | 5.03 | -- | |
| Microsoft Azure | Claude 4.5 Haiku | 200k | Proprietary | 24* | -- | 90 | 1.26 | 6.84 | -- | |
| Amazon Bedrock | Claude 4.5 Haiku | 200k | Proprietary | 24* | -- | 102 | 1.08 | 5.98 | -- | |
| Anthropic | Claude 4.5 Haiku | 200k | Proprietary | 24* | -- | 89 | 0.80 | 6.39 | -- | |
| Google | Claude 4.5 Haiku Vertex | 200k | Proprietary | 24* | -- | 90 | 0.70 | 6.23 | -- | |
| Groq | gpt-oss-120b (high) | 131k | Open | 24 | $0.06 | 476 | 0.72 | 5.97 | 4.20 | |
| Cloudflare | gpt-oss-120b (high) | 116k | Open | 24 | $0.15 | 91 | 0.90 | 28.24 | 21.87 | |
| Scaleway | gpt-oss-120b (high) | 128k | Open | 24 | $0.08 | 162 | 1.25 | 16.70 | 12.36 | |
| DeepInfra | gpt-oss-120b (high) | 131k | Open | 24 | $0.02 | 22 | 1.56 | 113.84 | 89.83 | |
| CoreWeave | gpt-oss-120b (high) | 131k | Open | 24 | $0.02 | 34 | 1.40 | 75.37 | 59.17 | |
| Microsoft Azure | gpt-oss-120b (high) | 131k | Open | 24 | $0.07 | 308 | 0.81 | 8.94 | 6.50 | |
| Novita | gpt-oss-120b (high) | 131k | Open | 24 | $0.03 | 92 | 0.94 | 28.02 | 21.67 | |
| DeepInfra | gpt-oss-120b (high) (Turbo) | 131k | Open | 24 | $0.07 | 157 | 0.80 | 16.70 | 12.72 | |
| Cerebras | gpt-oss-120b (high) | 131k | Open | 24 | $0.15 | 1,825 | 0.53 | 1.90 | 1.10 | |
| Google | gpt-oss-120b (high) Vertex | 131k | Open | 24 | $0.04 | 369 | 0.43 | 7.20 | 5.42 | |
| Clarifai | gpt-oss-120b (high) | 131k | Open | 24 | $0.04 | -- | -- | -- | -- | |
| Baseten | gpt-oss-120b (high) | 128k | Open | 24 | $0.05 | 181 | 0.23 | 14.02 | 11.03 | |
| SambaNova | gpt-oss-120b (high) | 131k | Open | 24 | $0.10 | 701 | 1.08 | 4.64 | 2.85 | |
| Parasail | gpt-oss-120b (high) | 131k | Open | 24 | -- | 110 | 0.95 | 23.76 | 18.25 | |
| Nebius | gpt-oss-120b (high) (Base) | 128k | Open | 24 | $0.07 | 220 | 1.01 | 12.38 | 9.09 | |
 Hyperbolic | gpt-oss-120b (high) | 131k | Open | 24 | $0.11 | -- | -- | -- | -- | |
| Amazon Bedrock | gpt-oss-120b (high) | 131k | Open | 24 | $0.07 | 71 | 1.04 | 36.12 | 28.06 | |
| Together AI | gpt-oss-120b (high) | 131k | Open | 24 | $0.07 | 84 | 0.63 | 30.51 | 23.91 | |
| DeepInfra | Nemotron 3.5 Lightning (NVFP4) | 28.7k | Open | 24 | $0.06 | 578 | 0.44 | 4.77 | 3.46 | |
| Nebius | Nemotron 3.5 Lightning (BF16) | 1.05M | Open | 24 | $0.07 | 262 | 1.78 | 11.33 | 7.64 | |
| CoreWeave | Nemotron 3.5 Lightning (BF16) | 262k | Open | 24 | $0.08 | 109 | 10.52 | 33.38 | 18.29 | |
| GMI | Nemotron 3.5 Lightning (BF16) | 65.5k | Open | 24 | $0.00 | 284 | 1.24 | 10.04 | 7.04 | |
| Fireworks | Nemotron 3.5 Lightning (BF16) | 262k | Open | 24 | $0.03 | 473 | 0.61 | 5.89 | 4.22 | |
 Cohere | Command A+ | 200k | Open | 23 | $0.00 | 187 | 0.41 | 13.74 | 10.67 | |
| Parasail | Gemma 4 31B | 262k | Open | 22 | $0.03 | 14 | 3.12 | 39.13 | -- | |
| Cerebras | Gemma 4 31B | 131k | Open | 22 | $0.28 | 1,423 | 1.03 | 1.38 | -- | |
| FriendliAI | Gemma 4 31B | 262k | Open | 22 | $0.04 | 123 | 5.54 | 9.60 | -- | |
| Together AI | Gemma 4 31B (FP8) | 262k | Open | 22 | $0.11 | 49 | 1.30 | 11.48 | -- | |
| SiliconFlow | Gemma 4 31B (FP8) | 262k | Open | 22 | $0.04 | 50 | 3.97 | 13.92 | -- | |
| DeepInfra | Gemma 4 31B (FP8) | 262k | Open | 22 | $0.04 | 16 | 1.48 | 32.92 | -- | |
| SambaNova | Gemma 4 31B | 131k | Open | 22 | $0.11 | 204 | 2.71 | 5.17 | -- | |
| Novita | Gemma 4 31B | 262k | Open | 22 | $0.04 | 16 | 1.68 | 32.59 | -- | |
| SiliconFlow | Gemma 4 12B | 262k | Open | 22* | -- | 92 | 2.50 | 29.70 | 21.76 | |
| Amazon Bedrock | Nova 2.0 Pro Preview (medium) | 256k | Proprietary | 22* | -- | 115 | 15.99 | 37.66 | 17.34 | |
 Inception | Mercury 2 | 128k | Proprietary | 22 | $0.08 | 813 | 2.78 | 3.40 | -- | |
| SiliconFlow | Qwen3.5 9B (FP8) | 262k | Open | 22 | $0.18 | 68 | 2.66 | 39.53 | 29.50 | |
| Together AI | Qwen3.5 9B (FP8) | 262k | Open | 22 | $0.30 | 88 | 0.78 | 29.32 | 22.83 | |
| Amazon Bedrock | Qwen3 Coder Next | 128k | Open | 21 | $0.47 | 104 | 1.20 | 6.03 | -- | |
| Parasail | Qwen3 Coder Next (FP8) | 262k | Open | 21 | $0.08 | 106 | 0.95 | 5.66 | -- | |
| Together AI | Qwen3 Coder Next (FP8) | 262k | Open | 21 | $0.47 | -- | -- | -- | -- | |
| Novita | Qwen3 Coder Next (FP8) | 262k | Open | 21 | $0.21 | 159 | 2.18 | 5.31 | -- | |
| Amazon Bedrock | Nova 2.0 Omni (medium) | 1M | Proprietary | 21* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Nova 2.0 Omni (medium) | 1M | Proprietary | 21* | -- | -- | -- | -- | -- | |
| Together AI |  Apriel-v1.6-15B-Thinker | 131k | Open | 21* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Nova 2.0 Lite (high) | 1M | Proprietary | 21* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Nova 2.0 Lite (high) | 1M | Proprietary | 21* | -- | 154 | 17.88 | 34.10 | 12.98 | |
| Together AI | Qwen3.5 9B (FP8) | 262k | Open | 21* | -- | 87 | 0.85 | 6.60 | -- | |
| Makora | Gemma 4 26B A4B | 1M | Open | 20* | -- | 161 | 1.00 | 4.10 | -- | |
| Parasail | Gemma 4 26B A4B | 262k | Open | 20* | -- | 34 | 1.72 | 16.61 | -- | |
| GMI | Gemma 4 26B A4B (FP8) | 1.05M | Open | 20* | -- | -- | -- | -- | -- | |
| SiliconFlow | Gemma 4 26B A4B (FP8) | 262k | Open | 20* | -- | 99 | 2.29 | 7.34 | -- | |
| Clarifai | Gemma 4 26B A4B | 256k | Open | 20* | -- | -- | -- | -- | -- | |
| Scaleway | Gemma 4 26B A4B | 262k | Open | 20* | -- | 139 | 1.03 | 4.62 | -- | |
| DeepInfra | Gemma 4 26B A4B (FP8) | 262k | Open | 20* | -- | 23 | 0.76 | 22.21 | -- | |
| Novita | Gemma 4 26B A4B | 262k | Open | 20* | -- | 26 | 1.82 | 20.77 | -- | |
| DeepInfra | Qwen3.5 4B (FP8) | 262k | Open | 20* | -- | 25 | 0.73 | 101.62 | 80.71 | |
| Cohere | North Mini Code | 256k | Open | 20 | $0.00 | 27 | 0.57 | 94.78 | 75.36 | |
| Amazon Bedrock | Nova 2.0 Pro Preview (low) | 256k | Proprietary | 20* | -- | 113 | 12.07 | 34.16 | 17.67 | |
| Mistral | Mistral Small 4 | 256k | Open | 20 | $0.10 | 156 | 0.85 | 16.86 | 12.81 | |
| Mistral | Devstral 2 | 262k | Open | 19 | $0.00 | 42 | 1.47 | 13.40 | -- | |
| Amazon Bedrock | Nova 2.0 Lite (medium) | 1M | Proprietary | 19* | -- | 159 | 14.42 | 30.19 | 12.62 | |
| Alibaba Cloud | Qwen3.5 Omni Flash | 256k | Proprietary | 19* | -- | 240 | 1.88 | 3.96 | -- | |
 Arcee AI | Trinity Large Thinking | 262k | Open | 18* | -- | 247 | 1.51 | 11.63 | 8.10 | |
| Parasail | Trinity Large Thinking (FP8) | 262k | Open | 18* | -- | 196 | 0.92 | 13.68 | 10.21 | |
| Mistral | Magistral Medium 1.2 | 131k | Proprietary | 18 | $0.89 | 81 | 2.37 | 33.17 | 24.64 | |
| Amazon Bedrock | Nova 2.0 Lite (low) | 1M | Proprietary | 18* | -- | 137 | 10.38 | 28.59 | 14.57 | |
| Mistral | Devstral Small 2 | 256k | Open | 18 | $0.00 | 111 | 2.23 | 6.72 | -- | |
| GMI | Qwen3 Next 80B A3B | 262k | Open | 17 | $0.05 | -- | -- | -- | -- | |
| Google | Qwen3 Next 80B A3B Vertex | 262k | Open | 17 | $0.04 | 159 | 0.81 | 16.57 | 12.61 | |
| Alibaba Cloud | Qwen3 Next 80B A3B | 262k | Open | 17 | $0.19 | 199 | 2.32 | 14.90 | 10.07 | |
| Nebius | Qwen3 Next 80B A3B (FP8) | 262k | Open | 17 | $0.04 | 93 | 1.21 | 28.01 | 21.44 | |
| Hyperbolic | Qwen3 Next 80B A3B | 262k | Open | 17 | $0.03 | -- | -- | -- | -- | |
| Amazon Bedrock | Nova 2.0 Omni (low) | 1M | Proprietary | 17* | -- | -- | -- | -- | -- | |
| AI9Stars | G9v3-3B | 131k | Open | 16* | -- | -- | -- | -- | -- | |
| DeepInfra | Qwen3.5 4B FP8 | 262k | Open | 16* | -- | 23 | 0.79 | 22.98 | -- | |
| Amazon Bedrock | Mistral Large 3 | 256k | Open | 16 | $0.08 | 199 | 1.15 | 3.67 | -- | |
| Microsoft Azure | Mistral Large 3 | 256k | Open | 16 | $0.08 | 50 | 2.29 | 12.25 | -- | |
| Mistral | Mistral Large 3 | 262k | Open | 16 | $0.08 | 40 | 1.31 | 13.70 | -- | |
| CoreWeave | gpt-oss-20b (high) | 131k | Open | 15 | $0.01 | 78 | 0.94 | 33.16 | 25.77 | |
| Amazon Bedrock | gpt-oss-20b (high) | 131k | Open | 15 | $0.03 | 80 | 41.00 | 72.07 | 24.86 | |
| DeepInfra | gpt-oss-20b (high) | 131k | Open | 15 | $0.01 | 94 | 0.48 | 27.00 | 21.21 | |
| Hyperbolic | gpt-oss-20b (high) | 131k | Open | 15 | $0.04 | -- | -- | -- | -- | |
| Lightning AI | gpt-oss-20b (high) | 128k | Open | 15 | $0.02 | 225 | 0.72 | 11.86 | 8.91 | |
| Cloudflare | gpt-oss-20b (high) | 128k | Open | 15 | $0.08 | 139 | 0.77 | 18.74 | 14.38 | |
| Novita | gpt-oss-20b (high) | 131k | Open | 15 | $0.02 | 83 | 1.24 | 31.20 | 23.97 | |
| Google | gpt-oss-20b (high) Vertex | 131k | Open | 15 | $0.03 | 306 | 3.98 | 12.14 | 6.53 | |
| Groq | gpt-oss-20b (high) | 131k | Open | 15 | $0.03 | 950 | 0.82 | 3.45 | 2.11 | |
| Clarifai | gpt-oss-20b (high) | 131k | Open | 15 | $0.02 | -- | -- | -- | -- | |
| Clarifai | Nemotron 3 Nano Omni 30B A3B | 262k | Open | 15* | -- | -- | -- | -- | -- | |
| Nebius | Nemotron 3 Nano Omni 30B A3B (FP8) | 65.5k | Open | 15* | -- | 325 | 1.01 | 8.70 | 6.15 | |
 Snowflake | gpt-oss-120b (low) | 131k | Open | 15 | $0.03 | -- | -- | -- | -- | |
| Hyperbolic | gpt-oss-120b (low) | 131k | Open | 15 | $0.04 | -- | -- | -- | -- | |
| Nebius | gpt-oss-120b (low) Base | 128k | Open | 15 | $0.02 | 232 | 1.08 | 11.87 | 8.63 | |
| SambaNova | gpt-oss-120b (low) | 131k | Open | 15 | $0.03 | 727 | 1.05 | 4.49 | 2.75 | |
| Google | gpt-oss-120b (low) Vertex | 131k | Open | 15 | $0.01 | 411 | 0.41 | 6.50 | 4.87 | |
| CoreWeave | gpt-oss-120b (low) | 131k | Open | 15 | $0.0042 | 33 | 1.60 | 76.46 | 59.89 | |
| Cerebras | gpt-oss-120b (low) | 131k | Open | 15 | $0.05 | 1,538 | 0.61 | 2.24 | 1.30 | |
| Microsoft Azure | gpt-oss-120b (low) | 131k | Open | 15 | $0.02 | 336 | 0.86 | 8.30 | 5.95 | |
| Cloudflare | gpt-oss-120b (low) | 128k | Open | 15 | $0.05 | 116 | 1.08 | 22.62 | 17.23 | |
| Baseten | gpt-oss-120b (low) | 128k | Open | 15 | $0.01 | 163 | 0.25 | 15.61 | 12.28 | |
| Amazon Bedrock | gpt-oss-120b (low) | 131k | Open | 15 | $0.02 | 102 | 1.11 | 25.60 | 19.59 | |
| Parasail | gpt-oss-120b (low) | 131k | Open | 15 | -- | 112 | 0.94 | 23.28 | 17.87 | |
| Together AI | gpt-oss-120b (low) | 131k | Open | 15 | $0.02 | 112 | 0.83 | 23.11 | 17.82 | |
| Groq | gpt-oss-120b (low) | 131k | Open | 15 | $0.02 | 472 | 0.77 | 6.06 | 4.23 | |
| Clarifai | gpt-oss-120b (low) | 131k | Open | 15 | $0.01 | -- | -- | -- | -- | |
| Novita | gpt-oss-120b (low) | 131k | Open | 15 | $0.01 | 76 | 1.12 | 34.00 | 26.31 | |
| Nebius | Nemotron 3 Nano | 262k | Open | 15 | $0.03 | 321 | 1.12 | 8.90 | 6.23 | |
| Novita | Nemotron 3 Nano (FP4) | 262k | Open | 15 | $0.02 | 276 | 1.00 | 10.05 | 7.24 | |
| DeepInfra | Nemotron 3 Nano | 262k | Open | 15 | $0.02 | 169 | 3.52 | 18.35 | 11.86 | |
| Upstage | Solar Pro 3 | 131k | Proprietary | 14 | $0.15 | 125 | 2.34 | 22.28 | 15.95 | |
| Novita | Llama 4 Maverick (FP8) | 1.05M | Open | 14 | $0.04 | 88 | 0.84 | 6.52 | -- | |
| Microsoft Azure | Llama 4 Maverick (FP8) | 128k | Open | 14 | $0.03 | 343 | 1.45 | 2.90 | -- | |
| Amazon Bedrock | Llama 4 Maverick | 128k | Open | 14 | $0.03 | 218 | 0.77 | 3.06 | -- | |
| Snowflake | Llama 4 Maverick | 131k | Open | 14 | $0.06 | 124 | 1.10 | 5.13 | -- | |
| Together AI | Llama 4 Maverick | 1.05M | Open | 14 | $0.04 | -- | -- | -- | -- | |
| DeepInfra | Llama 4 Maverick (FP8) | 1.05M | Open | 14 | $0.03 | 93 | 0.56 | 5.96 | -- | |
| Parasail | Llama 4 Maverick (FP8) | 1.05M | Open | 14 | $0.03 | 134 | 1.11 | 4.84 | -- | |
| Amazon Bedrock | Nova 2.0 Pro Preview | 256k | Proprietary | 14* | -- | 100 | 1.10 | 6.10 | -- | |
| Clarifai | gpt-oss-20b (low) | 131k | Open | 14* | -- | -- | -- | -- | -- | |
| Groq | gpt-oss-20b (low) | 131k | Open | 14* | -- | 945 | 0.80 | 3.45 | 2.12 | |
| Lightning AI | gpt-oss-20b (low) | 128k | Open | 14* | -- | 225 | 0.72 | 11.83 | 8.89 | |
| Hyperbolic | gpt-oss-20b (low) | 131k | Open | 14* | -- | -- | -- | -- | -- | |
| CoreWeave | gpt-oss-20b (low) | 131k | Open | 14* | -- | 73 | 0.95 | 35.28 | 27.46 | |
| Cloudflare | gpt-oss-20b (low) | 128k | Open | 14* | -- | 127 | 0.82 | 20.55 | 15.79 | |
| Amazon Bedrock | gpt-oss-20b (low) | 131k | Open | 14* | -- | 77 | 17.23 | 49.69 | 25.97 | |
| Novita | gpt-oss-20b (low) | 131k | Open | 14* | -- | 98 | 1.21 | 26.69 | 20.39 | |
| Google | gpt-oss-20b (low) Vertex | 131k | Open | 14* | -- | 126 | 2.97 | 22.80 | 15.86 | |
| Hyperbolic | Qwen3 Next 80B A3B | 262k | Open | 14* | -- | -- | -- | -- | -- | |
| Google | Qwen3 Next 80B A3B Vertex | 262k | Open | 14* | -- | 270 | 0.80 | 2.66 | -- | |
| GMI | Qwen3 Next 80B A3B | 262k | Open | 14* | -- | 180 | 2.48 | 5.26 | -- | |
| DeepInfra | Qwen3 Next 80B A3B | 262k | Open | 14* | -- | 100 | 0.72 | 5.70 | -- | |
| Parasail | Qwen3 Next 80B A3B | 262k | Open | 14* | -- | 122 | 0.95 | 5.06 | -- | |
| Novita | Qwen3 Next 80B A3B | 131k | Open | 14* | -- | 187 | 1.74 | 4.42 | -- | |
| Alibaba Cloud | Qwen3 Next 80B A3B | 131k | Open | 14* | -- | 189 | 2.20 | 4.85 | -- | |
| SiliconFlow | Gemma 4 12B (Non-reasoning) | 262k | Open | 13* | -- | 81 | 2.65 | 8.86 | -- | |
| Amazon Bedrock | Nova Premier | 1M | Proprietary | 13* | -- | 30 | 2.89 | 19.37 | -- | |
| DeepInfra | Llama Nemotron Super 49B v1.5 | 131k | Open | 12* | -- | 74 | 5.74 | 39.47 | 26.99 | |
 Celeris | Celeris-1 | 131k | Proprietary | 12 | $0.26 | 1,669 | 0.62 | 0.92 | -- | |
| Mistral | Mistral Small 4 | 262k | Open | 12* | -- | 142 | 0.86 | 4.39 | -- | |
| DeepInfra | Gemma 4 E4B | 262k | Open | 12* | -- | 64 | 0.89 | 40.15 | 31.41 | |
 Sarvam | Sarvam 105B (high) | 128k | Open | 12* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Nova 2.0 Lite | 1M | Proprietary | 12* | -- | 154 | 1.06 | 4.32 | -- | |
| Amazon Bedrock | Magistral Small 1.2 | 128k | Open | 11 | $0.30 | 77 | 1.53 | 34.14 | 26.09 | |
| Mistral | Magistral Small 1.2 | 131k | Open | 11 | $0.30 | 142 | 0.83 | 18.42 | 14.08 | |
| Mistral | Ministral 3 14B | 262k | Open | 11 | $0.16 | 97 | 0.87 | 6.02 | -- | |
| Amazon Bedrock | Ministral 3 14B | 256k | Open | 11 | $0.16 | 216 | 1.00 | 3.32 | -- | |
| Amazon Bedrock | Nova 2.0 Omni | 1M | Proprietary | 10* | -- | -- | -- | -- | -- | |
| DeepInfra | Llama 4 Scout | 328k | Open | 10 | $0.01 | 42 | 0.75 | 12.69 | -- | |
| Microsoft Azure | Llama 4 Scout | 128k | Open | 10 | $0.01 | 127 | 0.89 | 4.81 | -- | |
| Google | Llama 4 Scout Vertex | 1.31M | Open | 10 | $0.01 | 130 | 0.79 | 4.62 | -- | |
| Cloudflare | Llama 4 Scout | 131k | Open | 10 | $0.02 | 62 | 0.68 | 8.72 | -- | |
| Amazon Bedrock | Llama 4 Scout | 128k | Open | 10 | $0.01 | 167 | 0.83 | 3.82 | -- | |
| Novita | Llama 4 Scout | 131k | Open | 10 | $0.01 | 50 | 1.02 | 10.96 | -- | |
| Groq | Llama 4 Scout | 131k | Open | 10 | $0.01 | 447 | 0.72 | 1.84 | -- | |
| Nebius |  Hermes 4 70B (FP8) | 128k | Open | 10* | -- | 89 | 1.43 | 29.48 | 22.44 | |
| Alibaba Cloud | Qwen3 Omni 30B A3B | 65.5k | Open | 10* | -- | 100 | 1.96 | 26.92 | 19.97 | |
| Fireworks | Llama 3.3 70B | 131k | Open | 9* | -- | -- | -- | -- | -- | |
| Google | Llama 3.3 70B Vertex | 128k | Open | 9* | -- | 139 | 0.70 | 4.29 | -- | |
| Groq | Llama 3.3 70B | 131k | Open | 9* | -- | 301 | 1.06 | 2.72 | -- | |
| Novita | Llama 3.3 70B | 131k | Open | 9* | -- | 40 | 1.72 | 14.25 | -- | |
| Parasail | Llama 3.3 70B (FP8) | 131k | Open | 9* | -- | 55 | 2.82 | 11.99 | -- | |
| SambaNova | Llama 3.3 70B | 128k | Open | 9* | -- | 289 | 2.59 | 4.32 | -- | |
| Nebius | Llama 3.3 70B Base | 128k | Open | 9* | -- | 6 | 14.03 | 96.58 | -- | |
| CoreWeave | Llama 3.3 70B | 128k | Open | 9* | -- | 76 | 0.98 | 7.56 | -- | |
| Together AI | Llama 3.3 70B Turbo | 131k | Open | 9* | -- | 76 | 1.48 | 8.07 | -- | |
| Microsoft Azure | Llama 3.3 70B | 128k | Open | 9* | -- | 121 | 2.26 | 6.41 | -- | |
| DeepInfra | Llama 3.3 70B (Turbo, FP8) | 131k | Open | 9* | -- | 15 | 2.06 | 34.85 | -- | |
| Cloudflare | Llama 3.3 70B | 24k | Open | 9* | -- | 60 | 3.69 | 12.05 | -- | |
| Amazon Bedrock | Llama 3.3 70B | 128k | Open | 9* | -- | 116 | 1.15 | 5.45 | -- | |
| Scaleway | Llama 3.3 70B | 100k | Open | 9* | -- | 83 | 1.36 | 7.39 | -- | |
| Amazon Bedrock | Ministral 3 8B | 256k | Open | 9 | $0.18 | 249 | 0.98 | 2.99 | -- | |
| Mistral | Ministral 3 8B | 262k | Open | 9 | $0.18 | 112 | 0.78 | 5.23 | -- | |
| Nebius | Llama Nemotron Ultra Base | 131k | Open | 9* | -- | 52 | 2.38 | 50.08 | 38.16 | |
| SiliconFlow |  ERNIE 4.5 300B A47B | 131k | Open | 9* | -- | -- | -- | -- | -- | |
| Nebius | Hermes 4 405B (FP8) | 128k | Open | 9* | -- | 29 | 2.71 | 88.47 | 68.61 | |
| DeepInfra | NVIDIA Nemotron Nano 12B v2 VL (FP8) | 131k | Open | 9* | -- | 63 | 4.62 | 44.41 | 31.83 | |
| DeepInfra | Gemma 4 E4B | 262k | Open | 9* | -- | 64 | 0.83 | 8.67 | -- | |
| DeepInfra | NVIDIA Nemotron Nano 9B V2 | 131k | Open | 9* | -- | 164 | 4.23 | 19.44 | 12.16 | |
| Nebius | Hermes 4 405B (FP8) | 128k | Open | 9* | -- | 27 | 2.41 | 21.09 | -- | |
| DeepInfra | Llama Nemotron Super 49B v1.5 | 131k | Open | 9* | -- | 92 | 7.33 | 12.77 | -- | |
 Liquid AI | LFM2.5-8B-A1B | 32.8k | Open | 8* | -- | 342 | 1.34 | 8.66 | 5.85 | |
| SiliconFlow | Ring-flash-2.0 | 131k | Open | 8* | -- | -- | -- | -- | -- | |
| Parasail |  Olmo 3.1 32B Think | 65.5k | Open | 8* | -- | -- | -- | -- | -- | |
| Cohere | Command A | 288k | Open | 7* | -- | 58 | 1.63 | 10.21 | -- | |
| Microsoft Azure | Command A | 256k | Open | 7* | -- | 43 | 3.22 | 14.73 | -- | |
| DeepInfra | Llama 3.1 Nemotron 70B | 131k | Open | 7* | -- | 79 | 8.27 | 14.64 | -- | |
| Novita | Nemotron 3 Nano (FP4) | 262k | Open | 7* | -- | 302 | 0.99 | 2.65 | -- | |
| DeepInfra | Nemotron 3 Nano | 262k | Open | 7* | -- | 160 | 0.42 | 3.54 | -- | |
| DeepInfra | NVIDIA Nemotron Nano 9B V2 | 131k | Open | 7* | -- | 157 | 3.89 | 7.08 | -- | |
| Amazon Bedrock | NVIDIA Nemotron Nano 9B V2 | 131k | Open | 7* | -- | 165 | 1.18 | 4.21 | -- | |
| Amazon Bedrock | Ministral 3 3B | 256k | Open | 7 | $0.13 | 414 | 0.95 | 2.16 | -- | |
| Mistral | Ministral 3 3B | 131k | Open | 7 | $0.13 | 188 | 0.65 | 3.30 | -- | |
| Nebius | Hermes 4 70B (FP8) | 128k | Open | 7* | -- | 87 | 1.35 | 7.10 | -- | |
| CoreWeave |  Granite 4.1 8B | 131k | Open | 6* | -- | 112 | 0.77 | 5.25 | -- | |
| Sarvam | Sarvam 30B (high) | 64k | Open | 6* | -- | -- | -- | -- | -- | |
| Microsoft Azure | Phi-4 Mini | 128k | Open | 6* | -- | 43 | 0.83 | 12.47 | -- | |
 Replicate | Granite 4.0 H Small | 128k | Open | 5* | -- | 31 | 15.95 | 32.13 | -- | |
| Alibaba Cloud | Qwen3 Omni 30B A3B | 65.5k | Open | 5* | -- | 94 | 1.89 | 7.23 | -- | |
| Microsoft Azure | Phi-4 | 16.4k | Open | 5* | -- | 41 | 1.98 | 14.06 | -- | |
| DeepInfra | Phi-4 | 16.4k | Open | 5* | -- | 71 | 0.99 | 8.02 | -- | |
| Amazon Bedrock | Nova Micro | 130k | Proprietary | 4* | -- | 287 | 0.97 | 2.71 | -- | |
| Amazon Bedrock | NVIDIA Nemotron Nano 12B v2 VL | 128k | Open | 4* | -- | 201 | 1.13 | 3.61 | -- | |
| DeepInfra | NVIDIA Nemotron Nano 12B v2 VL (FP8) | 131k | Open | 4* | -- | 92 | 6.49 | 11.94 | -- | |
| Microsoft Azure | Phi-4 Multimodal | 128k | Open | 4* | -- | 18 | 0.84 | 29.11 | -- | |
 Reka AI | Reka Flash 3 | 54k | Open | 4* | -- | -- | -- | -- | -- | |
| DeepInfra | Llama 3.2 11B (Vision) | 131k | Open | 3* | -- | 16 | 1.81 | 33.56 | -- | |
| Parasail | Olmo 3 7B | 65.5k | Open | 2* | -- | -- | -- | -- | -- | |
 Public AI |  Apertus 70B Instruct | 64k | Open | 2* | -- | -- | -- | -- | -- | |
| Liquid AI | LFM2.5-VL-1.6B | 32.8k | Open | 1* | -- | 338 | 1.27 | 2.75 | -- | |
| Cohere | Tiny Aya Global | 8.19k | Open | 1* | -- | -- | -- | -- | -- | |
| Public AI | Apertus 8B Instruct | 64k | Open | 1* | -- | -- | -- | -- | -- | |
| Anthropic | Claude Sonnet 5 (low) | 1M | Proprietary | -- | -- | 67 | 2.54 | 10.04 | -- | |
| Anthropic | Claude Fable 5 (with Opus 5 fallback) | 1M | Proprietary | -- | -- | -- | -- | -- | -- | |
| Anthropic | Claude Sonnet 5 (xhigh) | 1M | Proprietary | -- | -- | 70 | 25.94 | 33.12 | -- | |
| Anthropic | Claude Sonnet 5 (high) | 1M | Proprietary | -- | -- | 64 | 8.10 | 15.88 | -- | |
| Together AI |  Cogito v2.1 | 164k | Open | -- | -- | -- | -- | -- | -- | |
| Anthropic | Claude Sonnet 5 (medium) | 1M | Proprietary | -- | -- | 64 | 4.14 | 11.95 | -- | |