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 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
 Anthropic | Claude Fable 5.1 (max with fallback) | 1M | Proprietary | 53 | $7.63 | 66 | 252.29 | 259.81 | -- | |
| Anthropic | Claude Fable 5.1 (xhigh with fallback) | 1M | Proprietary | 53 | $5.98 | 55 | 79.79 | 88.84 | -- | |
 OpenAI | GPT-6 Astra (max) | 1M | Proprietary | 53 | $3.26 | 53 | 303.61 | 313.06 | -- | |
 Amazon Bedrock | GPT-6 Astra (max) | 524k | Proprietary | 53 | $3.26 | 74 | 288.59 | 295.38 | -- | |
| OpenAI | GPT-6 Astra (xhigh) | 1M | Proprietary | 53 | $2.31 | 49 | 158.89 | 169.01 | -- | |
| Anthropic | Claude Fable 5.1 (high with fallback) | 1M | Proprietary | 51 | $3.91 | 55 | 13.85 | 22.99 | -- | |
| OpenAI | GPT-6 Astra (high) | 1M | Proprietary | 51 | $1.72 | 46 | 53.07 | 63.89 | -- | |
| Amazon Bedrock | Claude Opus 5 (max) | 1M | Proprietary | 51 | $5.86 | 52 | 76.98 | 86.51 | -- | |
| Anthropic | Claude Opus 5 (max) | 1M | Proprietary | 51 | $5.86 | 51 | 71.33 | 81.07 | -- | |
 Google | Claude Opus 5 (max) | 1M | Proprietary | 51 | $9.38 | 52 | 53.88 | 63.48 | -- | |
| OpenAI | GPT-6 Astra (medium) | 1M | Proprietary | 50 | $1.54 | 46 | 6.01 | 16.79 | -- | |
| Anthropic | Claude Opus 5 (xhigh) | 1M | Proprietary | 50 | $4.88 | 53 | 39.78 | 49.24 | -- | |
| Google | Claude Opus 5 (xhigh) | 1M | Proprietary | 50 | $7.75 | 51 | 32.16 | 41.87 | -- | |
| Amazon Bedrock | Claude Opus 5 (xhigh) | 1M | Proprietary | 50 | $4.88 | 52 | 37.67 | 47.32 | -- | |
| Anthropic | Claude Fable 5.1 (medium with fallback) | 1M | Proprietary | 49 | $2.98 | 52 | 6.14 | 15.72 | -- | |
| Anthropic | Claude Opus 5 (high) | 1M | Proprietary | 48 | $3.61 | 52 | 20.42 | 29.95 | -- | |
| Google | Claude Opus 5 (high) | 1M | Proprietary | 48 | $5.64 | 52 | 20.00 | 29.67 | -- | |
| Amazon Bedrock | Claude Opus 5 (high) | 1M | Proprietary | 48 | $3.61 | 53 | 23.10 | 32.60 | -- | |
 Meta | Muse Spark 1.3 (max) | 1.05M | Proprietary | 48 | $1.60 | 223 | 28.56 | 39.77 | 8.97 | |
| Amazon Bedrock | GPT-5.6 Sol (max) | 1M | Proprietary | 47 | $3.70 | 99 | 75.71 | 80.76 | -- | |
| OpenAI | GPT-5.6 Sol (max) | 1M | Proprietary | 47 | $1.99 | 62 | 129.63 | 137.74 | -- | |
 Microsoft Azure | GPT-5.6 Sol (max) | 524k | Proprietary | 47 | -- | 93 | 101.27 | 106.63 | -- | |
| Anthropic | Claude Fable 5.1 (low with fallback) | 1M | Proprietary | 47 | $2.37 | 53 | 4.91 | 14.38 | -- | |
| OpenAI | GPT-6 Astra (low) | 1M | Proprietary | 46 | $0.82 | 49 | 2.85 | 13.00 | -- | |
 Alibaba Cloud | Qwen3.8 Max (0902) | 984k | Proprietary | 45 | $5.41 | 39 | 2.72 | 67.48 | 51.81 | |
| Meta | Muse Spark 1.3 (xhigh) | 1.05M | Proprietary | 45 | $1.37 | 202 | 27.13 | 39.49 | 9.88 | |
| Anthropic | Claude Opus 5 (medium) | 1M | Proprietary | 45 | $2.19 | 52 | 5.02 | 14.73 | -- | |
| Amazon Bedrock | Claude Opus 5 (medium) | 1M | Proprietary | 45 | $2.19 | 52 | 7.94 | 17.59 | -- | |
| Google | Claude Opus 5 (medium) | 1M | Proprietary | 45 | $3.32 | 52 | 4.49 | 14.14 | -- | |
 Zai | GLM-5.3 (max) | 1M | Open | 45 | $2.01 | 67 | 2.96 | 40.51 | 30.04 | |
 Fireworks | GLM-5.3 (max) | 1.05M | Open | 45 | $2.15 | 110 | 1.36 | 24.04 | 18.15 | |
 DeepInfra | GLM-5.3 (max) | 1.05M | Open | 45 | $2.16 | 42 | 1.45 | 60.78 | 47.47 | |
 Modular | GLM-5.3 (max) | 164k | Open | 45 | $2.05 | 212 | 0.67 | 12.49 | 9.45 | |
 DigitalOcean | GLM-5.3 (max) | 1.05M | Open | 45 | $1.73 | 33 | 1.19 | 77.03 | 60.68 | |
 Parasail | GLM-5.3 (max) | 1M | Open | 45 | $1.97 | 142 | 1.02 | 18.66 | 14.11 | |
 Together AI | GLM-5.3 (max) | 1.05M | Open | 45 | $2.58 | 162 | 0.60 | 16.03 | 12.34 | |
 Inco | GLM-5.3 (max) (FAST) | 1M | Open | 45 | $4.08 | 392 | 0.85 | 7.23 | 5.10 | |
 Novita | GLM-5.3 (max) | 1M | Open | 45 | $8.68 | 67 | 2.30 | 39.34 | 29.63 | |
 Baseten | GLM-5.3 (max) | 1.05M | Open | 45 | $1.43 | 120 | 1.84 | 22.63 | 16.64 | |
 Makora | GLM-5.3 (max) | 1.05M | Open | 45 | $1.90 | 230 | 0.98 | 11.86 | 8.71 | |
 Databricks | GLM-5.3 (max) | 1M | Open | 45 | $2.01 | 258 | 0.79 | 10.48 | 7.75 | |
 Multiverse Computing | GLM-5.3 (max) | 1M | Open | 45 | $6.82 | 151 | 0.93 | 17.47 | 13.23 | |
 FriendliAI | GLM-5.3 (max) | 1M | Open | 45 | $2.01 | 206 | 1.06 | 13.21 | 9.72 | |
 Wafer | GLM-5.3 (max) | 1M | Open | 45 | $2.01 | 197 | 0.82 | 13.49 | 10.14 | |
| Baseten | GLM-5.3 (max) (FAST) | 1M | Open | 45 | $2.15 | 248 | 0.65 | 10.72 | 8.06 | |
| Inco | GLM-5.3 (max) | 164k | Open | 45 | $2.04 | 124 | 1.97 | 22.12 | 16.12 | |
 Bitdeer AI | GLM-5.3 (max) | 1M | Open | 45 | $4.99 | 134 | 1.63 | 20.25 | 14.90 | |
 Crusoe | GLM-5.3 (max) (FP4) | 786k | Open | 45 | $4.25 | 215 | 0.99 | 12.62 | 9.31 | |
 Nebius | GLM-5.3 (max) (FP4) | 1M | Open | 45 | $8.68 | 370 | 1.92 | 8.67 | 5.41 | |
 GMI | GLM-5.3 (max) | 1M | Open | 45 | $1.72 | 71 | 2.83 | 37.98 | 28.12 | |
 SpaceXAI | Grok 4.6 (high) | 500k | Proprietary | 44 | $1.86 | 60 | 44.25 | 52.63 | -- | |
| SpaceXAI | Grok 4.6 (xhigh) | 500k | Proprietary | 44 | $2.32 | 56 | 30.56 | 39.42 | -- | |
| OpenAI | GPT-5.6 Sol (xhigh) | 1M | Proprietary | 44 | $1.18 | 66 | 42.85 | 50.38 | -- | |
| Microsoft Azure | GPT-5.6 Sol (xhigh) | 524k | Proprietary | 44 | $1.26 | 92 | 35.41 | 40.87 | -- | |
| Databricks |  Kimi K3 (max) | 205k | Open | 44 | $1.85 | 132 | 0.95 | 19.94 | 15.19 | |
 Modal | Kimi K3 (max) | 1.05M | Open | 44 | $1.81 | 90 | 0.95 | 28.75 | 22.24 | |
| Together AI | Kimi K3 (max) | 1.05M | Open | 44 | $4.34 | 76 | 0.77 | 33.56 | 26.23 | |
| DigitalOcean | Kimi K3 (max) | 1.05M | Open | 44 | $2.25 | 37 | 1.25 | 69.05 | 54.24 | |
| Baseten | Kimi K3 (max) | 1.05M | Open | 44 | $2.01 | 111 | 0.77 | 23.21 | 17.95 | |
| Parasail | Kimi K3 (max) | 1.05M | Open | 44 | $2.42 | 64 | 1.28 | 40.10 | 31.05 | |
| Makora | Kimi K3 (max) | 1.05M | Open | 44 | $1.21 | 47 | 1.78 | 54.77 | 42.39 | |
| Nebius | Kimi K3 (max) | 1.05M | Open | 44 | $9.22 | 236 | 1.57 | 12.16 | 8.47 | |
| Bitdeer AI | Kimi K3 (max) | 262k | Open | 44 | $2.70 | 90 | 1.77 | 29.65 | 22.31 | |
| Inco | Kimi K3 (max) (FAST) | 1.05M | Open | 44 | $3.77 | 289 | 1.76 | 10.40 | 6.91 | |
| Kimi | Kimi K3 (max) | 1.05M | Open | 44 | $2.00 | 37 | 4.34 | 72.26 | 54.34 | |
 LithosAI | Kimi K3 (max) | 1.05M | Open | 44 | $1.69 | 216 | 0.77 | 12.34 | 9.26 | |
| LithosAI | Kimi K3 (max) (FAST) | 1.05M | Open | 44 | $2.81 | 222 | 0.76 | 12.03 | 9.01 | |
| LithosAI | Kimi K3 (max) (ULTRA) | 1.05M | Open | 44 | $3.93 | 234 | 0.76 | 11.43 | 8.54 | |
| SpaceXAI | Grok 4.6 (medium) | 500k | Proprietary | 43 | $1.50 | 57 | 35.38 | 44.21 | -- | |
| OpenAI | GPT-5.6 Sol (high) | 1M | Proprietary | 42 | $0.81 | 62 | 13.66 | 21.78 | -- | |
| Microsoft Azure | GPT-5.6 Sol (high) | 524k | Proprietary | 42 | $0.85 | 89 | 10.66 | 16.28 | -- | |
| OpenAI | GPT-5.6 Terra (max) | 1M | Proprietary | 42 | $1.40 | 84 | 182.94 | 188.87 | -- | |
| Amazon Bedrock | GPT-5.6 Terra (max) | 1M | Proprietary | 42 | $1.95 | 129 | 123.75 | 127.64 | -- | |
| Zai | GLM-5.3-Flash | 1M | Open | 42 | $0.25 | 99 | 2.39 | 27.74 | 20.28 | |
| Baseten | GLM-5.3-Flash | 1.05M | Open | 42 | $0.30 | 129 | 0.92 | 20.31 | 15.51 | |
| Novita | GLM-5.3-Flash | 1.05M | Open | 42 | $0.29 | 96 | 1.78 | 27.85 | 20.86 | |
| DeepInfra | GLM-5.3-Flash | 1M | Open | 42 | $0.43 | 19 | 3.08 | 133.19 | 104.08 | |
 SiliconFlow | GLM-5.3-Flash | 1M | Open | 42 | $0.29 | 99 | 1.80 | 27.11 | 20.25 | |
| Wafer | GLM-5.3-Flash | 1M | Open | 42 | $0.29 | 30 | 1.48 | 85.58 | 67.28 | |
| Together AI | GLM-5.3-Flash | 1.05M | Open | 42 | $0.36 | 89 | 0.70 | 28.73 | 22.42 | |
| Fireworks | GLM-5.3-Flash | 1.05M | Open | 42 | $0.30 | 116 | 1.51 | 23.07 | 17.25 | |
| Databricks | GLM-5.3-Flash | 1M | Open | 42 | $0.28 | 174 | 0.69 | 15.05 | 11.49 | |
| GMI | GLM-5.3-Flash | 1M | Open | 42 | $0.42 | 100 | 2.70 | 27.62 | 19.94 | |
| Parasail | GLM-5.3-Flash | 1M | Open | 42 | $0.28 | 87 | 1.07 | 29.86 | 23.03 | |
| Bitdeer AI | GLM-5.3-Flash | 1M | Open | 42 | $0.14 | 241 | 1.85 | 12.20 | 8.28 | |
| FriendliAI | GLM-5.3-Flash | 1M | Open | 42 | $0.28 | 101 | 1.69 | 26.53 | 19.87 | |
| Nebius | GLM-5.3-Flash | 1M | Open | 42 | $1.19 | 366 | 0.64 | 7.47 | 5.47 | |
| DigitalOcean | GLM-5.3-Flash | 1.05M | Open | 42 | $0.33 | 43 | 1.12 | 59.37 | 46.60 | |
| Inco | GLM-5.3-Flash (FAST) | 1M | Open | 42 | $0.46 | 478 | 2.93 | 8.16 | 4.18 | |
 CoreWeave | GLM-5.3-Flash | 1M | Open | 42 | $0.76 | 84 | 1.69 | 31.54 | 23.88 | |
| Google | Gemini 3.8 Flash (high) AI Studio | 1M | Proprietary | 41 | $1.24 | 299 | 15.12 | 16.79 | -- | |
| Fireworks | Qwen3.8 2.4T A95B | 262k | Open | 40 | $1.87 | 62 | 1.25 | 41.60 | 32.29 | |
| Together AI | Qwen3.8 2.4T A95B | 262k | Open | 40 | $2.77 | 113 | 1.12 | 23.23 | 17.68 | |
| DeepInfra | Qwen3.8 2.4T A95B | 262k | Open | 40 | $2.89 | 106 | 1.50 | 24.98 | 18.79 | |
| DigitalOcean | Qwen3.8 2.4T A95B | 262k | Open | 40 | $1.80 | 38 | 2.54 | 68.67 | 52.91 | |
| Bitdeer AI | Qwen3.8 2.4T A95B (FP8) | 262k | Open | 40 | $1.54 | 105 | 3.51 | 27.34 | 19.06 | |
| Alibaba Cloud | Qwen3.8 2.4T A95B | 984k | Open | 40 | $2.16 | 39 | 2.70 | 67.61 | 51.92 | |
| Google | Gemini 3.8 Flash (medium) AI Studio | 1M | Proprietary | 40 | $0.93 | -- | -- | -- | -- | |
| Alibaba Cloud | Qwen3.8-Flash-Next | 1M | Open | 40 | $0.37 | 54 | 2.75 | 49.44 | 37.35 | |
| Anthropic | Claude Opus 5 (low) | 1M | Proprietary | 40 | $1.10 | 50 | 2.34 | 12.25 | -- | |
| Amazon Bedrock | Claude Opus 5 (low) | 1M | Proprietary | 40 | $1.10 | 49 | 2.52 | 12.77 | -- | |
| Google | Claude Opus 5 (low) | 1M | Proprietary | 40 | $1.57 | 51 | 3.05 | 12.79 | -- | |
 DeepSeek | DeepSeek V4.1 Flash (max) | 1M | Open | 40 | $0.27 | 211 | 1.13 | 12.95 | 9.46 | |
| Novita | DeepSeek V4.1 Flash (max) | 524k | Open | 40 | $0.24 | 178 | 1.41 | 15.47 | 11.24 | |
| Fireworks | DeepSeek V4.1 Flash (max) | 1M | Open | 40 | $0.19 | 112 | 0.83 | 23.06 | 17.78 | |
| Parasail | DeepSeek V4.1 Flash (max) | 1.05M | Open | 40 | $0.90 | 89 | 1.02 | 28.99 | 22.37 | |
| Baseten | DeepSeek V4.1 Flash (max) | 1M | Open | 40 | $2.18 | 278 | 0.63 | 9.62 | 7.20 | |
| Databricks | DeepSeek V4.1 Flash (max) | 1M | Open | 40 | $0.34 | 295 | 1.23 | 9.71 | 6.78 | |
| DigitalOcean | DeepSeek V4.1 Flash (max) | 1M | Open | 40 | $0.29 | 67 | 0.82 | 38.17 | 29.88 | |
| Inco | DeepSeek V4.1 Flash (max) (FAST) | 1.05M | Open | 40 | $0.49 | 538 | 2.50 | 7.15 | 3.71 | |
| LithosAI | DeepSeek V4.1 Flash (max) | 1.05M | Open | 40 | $0.16 | 380 | 1.08 | 7.66 | 5.26 | |
| Makora | DeepSeek V4.1 Flash (max) | 1.05M | Open | 40 | $1.61 | 78 | 0.76 | 32.62 | 25.48 | |
| OpenAI | GPT-5.6 Sol (medium) | 1M | Proprietary | 39 | $0.50 | 60 | 5.12 | 13.50 | -- | |
| Google | Claude Sonnet 5 (max) | 1M | Proprietary | 38 | $7.36 | 71 | 172.05 | 179.06 | -- | |
| Microsoft Azure | Claude Sonnet 5 (max) | 1M | Proprietary | 38 | $4.75 | 70 | 188.85 | 196.02 | -- | |
| Anthropic | Claude Sonnet 5 (max) | 1M | Proprietary | 38 | $5.09 | 72 | 135.77 | 142.75 | -- | |
| Amazon Bedrock | Claude Sonnet 5 (max) | 1M | Proprietary | 38 | $6.21 | 71 | 179.48 | 186.51 | -- | |
| OpenAI | GPT-5.6 Terra (xhigh) | 1M | Proprietary | 38 | $0.63 | 77 | 23.06 | 29.59 | -- | |
| Microsoft Azure | GPT-5.6 Terra (xhigh) | 524k | Proprietary | 38 | $0.67 | 104 | 18.23 | 23.04 | -- | |
| OpenAI | GPT-5.6 Luna (max) | 1M | Proprietary | 38 | $0.18 | 125 | 116.33 | 120.32 | -- | |
| Amazon Bedrock | GPT-5.6 Luna (max) | 1M | Proprietary | 38 | $1.02 | 218 | 73.88 | 76.18 | -- | |
| DeepSeek | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 36 | $0.67 | 76 | 1.70 | 34.59 | 26.31 | |
| GMI | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 36 | $1.61 | 68 | 3.72 | 40.72 | 29.60 | |
| SiliconFlow | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 36 | $6.15 | 61 | 1.75 | 42.41 | 32.53 | |
| Fireworks | DeepSeek V4 Pro 0813 (max) | 1M | Open | 36 | $0.60 | 84 | 1.58 | 31.49 | 23.93 | |
| Baseten | DeepSeek V4 Pro 0813 (max) | 1M | Open | 36 | $6.17 | 155 | 1.08 | 17.19 | 12.89 | |
| Crusoe | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 36 | $1.65 | 149 | 1.85 | 18.57 | 13.38 | |
| DeepInfra | DeepSeek V4 Pro 0813 (max) | 1M | Open | 36 | $1.00 | 91 | 0.70 | 28.24 | 22.03 | |
| Novita | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 36 | $0.70 | 76 | 1.95 | 34.82 | 26.29 | |
| DigitalOcean | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 36 | $0.83 | 37 | 1.12 | 68.75 | 54.10 | |
| Nebius | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 36 | $8.43 | 185 | 2.52 | 16.02 | 10.80 | |
 Agnes AI | Agnes 3.0 Flash | 1M | Proprietary | 36* | -- | -- | -- | -- | -- | |
| SpaceXAI | Grok 4.6 (low) | 500k | Proprietary | 35 | $0.48 | 56 | 7.72 | 16.62 | -- | |
| Agnes AI | Agnes 2.5 Pro Beta | 1M | Proprietary | 35* | -- | -- | -- | -- | -- | |
| DeepSeek | DeepSeek V4 Flash Vision (max) | 1M | Proprietary | 35 | $0.31 | 214 | 1.06 | 12.76 | 9.36 | |
| Fireworks | DeepSeek V4 Flash Vision (max) | 1M | Proprietary | 35 | $0.12 | 119 | 0.78 | 21.71 | 16.75 | |
| OpenAI | GPT-5.6 Luna (xhigh) | 1M | Proprietary | 35 | $0.09 | 121 | 39.46 | 43.60 | -- | |
| Microsoft Azure | GPT-5.6 Luna (xhigh) | 524k | Proprietary | 35 | $0.09 | 131 | 47.88 | 51.69 | -- | |
| Anthropic | Claude Sonnet 5 (xhigh) | 1M | Proprietary | 35 | $2.87 | 65 | 30.45 | 38.11 | -- | |
| OpenAI | GPT-5.6 Terra (high) | 1M | Proprietary | 34 | $0.34 | 71 | 2.87 | 9.88 | -- | |
| Microsoft Azure | GPT-5.6 Terra (high) | 524k | Proprietary | 34 | $0.35 | 106 | 2.91 | 7.64 | -- | |
| DeepInfra | Qwen3.8 27B (xhigh) | 262k | Open | 34 | $0.65 | 40 | 1.00 | 63.05 | 49.64 | |
| CoreWeave | Qwen3.8 27B (xhigh) (FP8) | 262k | Open | 34 | $0.92 | 60 | 1.98 | 43.63 | 33.32 | |
| Alibaba Cloud | Qwen3.8 27B (xhigh) | 1M | Open | 34 | $0.82 | 42 | 3.86 | 62.99 | 47.31 | |
| Parasail | Qwen3.8 27B (xhigh) (FP8) | 262k | Open | 34 | $2.29 | 66 | 1.32 | 38.95 | 30.10 | |
| Multiverse Computing | Qwen3.8 27B (xhigh) | 262k | Open | 34 | $1.98 | 194 | 0.92 | 13.77 | 10.29 | |
| OpenAI | GPT-5.6 Sol (low) | 1M | Proprietary | 34 | $0.26 | 62 | 2.81 | 10.89 | -- | |
| Google | Gemini 3.8 Flash (low) AI Studio | 1M | Proprietary | 34 | -- | -- | -- | -- | -- | |
| OpenAI | GPT-5.3 Codex (xhigh) | 400k | Proprietary | 33* | -- | 123 | 56.65 | 60.70 | -- | |
| OpenAI | GPT-5.6 Luna (high) | 1M | Proprietary | 32 | $0.04 | 116 | 13.82 | 18.12 | -- | |
| Microsoft Azure | GPT-5.6 Luna (high) | 524k | Proprietary | 32 | $0.05 | 125 | 15.08 | 19.07 | -- | |
| Anthropic | Claude Sonnet 5 (high) | 1M | Proprietary | 32 | $1.79 | 64 | 4.79 | 12.54 | -- | |
| Kimi | Kimi K3 (low) | 1.05M | Open | 30 | $1.15 | 36 | 3.85 | 73.77 | 55.93 | |
| Baseten | Kimi K3 (low) | 1M | Open | 30 | $1.87 | 109 | 0.95 | 23.91 | 18.37 | |
| Databricks | Kimi K3 (low) | 1M | Open | 30 | $0.88 | 102 | 1.30 | 25.89 | 19.67 | |
| OpenAI | GPT-5.6 Terra (medium) | 1M | Proprietary | 30 | $0.18 | 68 | 2.18 | 9.52 | -- | |
 Apodex | Apodex 1.1 | 256k | Proprietary | 30* | -- | -- | -- | -- | -- | |
| Google | Gemini 3.1 Pro Preview (AI Studio) | 1M | Proprietary | 30 | $0.67 | 121 | 30.55 | 34.67 | -- | |
| Google | Gemini 3.1 Pro Preview (Vertex) | 1M | Proprietary | 30 | $0.98 | 121 | 24.78 | 28.90 | -- | |
| Parasail |  MiniMax-M3 (MXFP8) | 1M | Open | 30 | $0.46 | 132 | 1.31 | 20.18 | 15.10 | |
| CoreWeave | MiniMax-M3 (NVFP4) | 262k | Open | 30 | $0.40 | 151 | 1.36 | 17.91 | 13.25 | |
| Together AI | MiniMax-M3 | 1M | Open | 30 | $0.70 | 72 | 0.76 | 35.47 | 27.77 | |
| Novita | MiniMax-M3 | 1M | Open | 30 | $0.46 | 148 | 1.18 | 18.09 | 13.53 | |
| Inco | MiniMax-M3 (FAST) | 1.05M | Open | 30 | $1.09 | 438 | 1.67 | 7.38 | 4.57 | |
| Modular | MiniMax-M3 | 1M | Open | 30 | $0.46 | 203 | 0.80 | 13.12 | 9.86 | |
| Nebius | MiniMax-M3 (FP8) | 1.05M | Open | 30 | $1.91 | 304 | 1.92 | 10.13 | 6.57 | |
| SiliconFlow | MiniMax-M3 (FP8) | 1M | Open | 30 | $0.45 | 115 | 1.20 | 22.98 | 17.42 | |
| Bitdeer AI | MiniMax-M3 | 524k | Open | 30 | $0.64 | 124 | 3.60 | 23.74 | 16.11 | |
| MiniMax | MiniMax-M3 | 512k | Open | 30 | $0.51 | 161 | 1.05 | 16.59 | 12.43 | |
| DeepInfra | MiniMax-M3 | 524k | Open | 30 | $0.44 | 21 | 1.08 | 119.76 | 94.94 | |
| GMI | MiniMax-M3 | 1.05M | Open | 30 | -- | -- | -- | -- | -- | |
 SambaNova | MiniMax-M3 | 1.05M | Open | 30 | $3.83 | 249 | 2.71 | 12.77 | 8.05 | |
| Fireworks | MiniMax-M3 | 524k | Open | 30 | $0.50 | 176 | 0.89 | 15.10 | 11.37 | |
| Anthropic | Claude Sonnet 5 (Non-reasoning) | 1M | Proprietary | 29* | -- | 62 | 1.25 | 9.27 | -- | |
| Amazon Bedrock | Claude Sonnet 5 (Non-reasoning) | 1M | Proprietary | 29* | -- | 63 | 1.96 | 9.88 | -- | |
| Anthropic | Claude Sonnet 5 (medium) | 1M | Proprietary | 28 | $1.00 | 64 | 2.06 | 9.91 | -- | |
| OpenAI | GPT-5.6 Sol (Non-reasoning) | 1M | Proprietary | 28* | -- | 61 | 1.14 | 9.33 | -- | |
| Amazon Bedrock | GPT-5.6 Sol (Non-reasoning) | 1M | Proprietary | 28* | -- | 94 | 1.17 | 6.51 | -- | |
 Upstage | Solar Pro 4 | 512k | Proprietary | 28* | -- | 73 | 2.00 | 36.04 | 27.23 | |
| OpenAI | GPT-5.6 Terra (low) | 1M | Proprietary | 28 | $0.14 | 69 | 1.98 | 9.25 | -- | |
| Alibaba Cloud | Qwen3.8 27B (medium) | 1M | Open | 28 | $0.90 | 43 | 3.90 | 61.57 | 46.13 | |
| Multiverse Computing | Qwen3.8 27B (medium) | 262k | Open | 28 | $2.36 | 198 | 0.91 | 13.56 | 10.12 | |
| Agnes AI | Agnes 2.5 Pro Alpha | 1M | Open | 28 | -- | 175 | 3.78 | 18.05 | 11.41 | |
| Multiverse Computing | Quasar 438B (max) | 1M | Proprietary | 27 | $2.02 | 147 | 1.23 | 18.22 | 13.59 | |
| OpenAI | GPT-5.5 Instant (June 2026) | 400k | Proprietary | 27 | $0.69 | 123 | 0.99 | 21.37 | 16.30 | |
| Alibaba Cloud | Qwen3.8 27B (low) | 1M | Open | 26 | $0.83 | 47 | 3.97 | 56.82 | 42.28 | |
| Multiverse Computing | Qwen3.8 27B (low) | 262k | Open | 26 | $2.19 | 200 | 1.01 | 13.54 | 10.02 | |
| Novita |  MiMo-V2.5-Pro | 1.05M | Open | 26 | $0.07 | 52 | 4.23 | 52.34 | 38.49 | |
| GMI | MiMo-V2.5-Pro | 1.05M | Open | 26 | -- | -- | -- | -- | -- | |
| DeepInfra | MiMo-V2.5-Pro | 65.5k | Open | 26 | $0.43 | 38 | 1.56 | 66.96 | 52.33 | |
| Xiaomi | MiMo-V2.5-Pro | 1M | Open | 26 | $0.05 | 52 | 4.06 | 51.81 | 38.20 | |
| Nebius | Kimi K2.7 Code (FP4) | 256k | Open | 26 | $1.89 | 110 | 1.93 | 26.66 | 20.20 | |
| GMI | Kimi K2.7 Code (FP8) | 65.5k | Open | 26 | $1.20 | 67 | 5.06 | 45.50 | 33.03 | |
| CoreWeave | Kimi K2.7 Code | 262k | Open | 26 | $0.89 | 253 | 1.15 | 11.92 | 8.80 | |
| Baseten | Kimi K2.7 Code | 262k | Open | 26 | $0.76 | 213 | 0.48 | 13.26 | 10.45 | |
| Modular | Kimi K2.7 Code | 262k | Open | 26 | $1.69 | 199 | 0.66 | 14.40 | 11.22 | |
| Novita | Kimi K2.7 Code | 262k | Open | 26 | $0.55 | 65 | 3.51 | 45.73 | 34.49 | |
| DeepInfra | Kimi K2.7 Code | 262k | Open | 26 | $0.39 | 21 | 1.31 | 131.52 | 106.36 | |
| Fireworks | Kimi K2.7 Code | 262k | Open | 26 | $0.52 | 101 | 0.70 | 27.69 | 22.05 | |
| Kimi | Kimi K2.7 Code | 256k | Open | 26 | $0.54 | 60 | 2.86 | 48.13 | 36.98 | |
 Thinking Machines | Inkling Small | 256k | Open | 26 | $0.09 | 171 | 2.09 | 16.67 | 11.67 | |
| DeepInfra | Inkling Small | 524k | Open | 26 | $0.12 | 231 | 0.59 | 11.40 | 8.65 | |
| Baseten | Inkling Small | 262k | Open | 26 | $0.12 | 342 | 0.50 | 7.82 | 5.85 | |
| Alibaba Cloud | Qwen3.7 Plus | 1M | Proprietary | 26 | $0.33 | 66 | 2.29 | 40.02 | 30.18 | |
| SiliconFlow |  Hy3 (FP8) | 256k | Open | 26 | $0.07 | 91 | 3.01 | 30.45 | 21.95 | |
| Novita | Hy3 | 262k | Open | 26 | $0.07 | 68 | 2.46 | 39.40 | 29.55 | |
| DeepInfra | Hy3 (FP8) | 262k | Open | 26 | $0.07 | 24 | 0.95 | 103.97 | 82.42 | |
| GMI | Hy3 | 262k | Open | 26 | $0.07 | 93 | 3.24 | 30.00 | 21.41 | |
| DeepInfra | Inkling (FP8) | 131k | Open | 26 | $0.81 | 144 | 0.56 | 17.95 | 13.91 | |
| Baseten | Inkling | 262k | Open | 26 | $0.72 | 108 | 0.81 | 23.92 | 18.49 | |
| Together AI | Inkling | 524k | Open | 26 | $0.91 | 76 | 0.59 | 33.34 | 26.20 | |
| Thinking Machines | Inkling | 262k | Open | 26 | $0.61 | 80 | 2.68 | 34.05 | 25.09 | |
| Databricks | Inkling | 1M | Open | 26 | $0.61 | 217 | 1.32 | 12.83 | 9.21 | |
| OpenAI | GPT-5.6 Luna (medium) | 1M | Proprietary | 25 | $0.02 | 113 | 2.84 | 7.25 | -- | |
 InclusionAI | Ling-3.0-flash-VL | 262k | Open | 25 | -- | 143 | 2.23 | 19.73 | 14.00 | |
| Anthropic | Claude Sonnet 5 (low) | 1M | Proprietary | 25 | $0.51 | 63 | 1.43 | 9.33 | -- | |
| CoreWeave |  Nemotron 3 Ultra | 262k | Open | 23 | $0.19 | 266 | 1.04 | 11.47 | 8.55 | |
| GMI | Nemotron 3 Ultra | 262k | Open | 23 | -- | -- | -- | -- | -- | |
| DeepInfra | Nemotron 3 Ultra | 262k | Open | 23 | $0.47 | 28 | 12.16 | 111.15 | 81.15 | |
| DeepInfra | Nemotron 3 Ultra BF16 | 262k | Open | 23 | $0.92 | 30 | 8.96 | 100.30 | 74.89 | |
| Nebius | Nemotron 3 Ultra | 256k | Open | 23 | $1.16 | 309 | 2.46 | 11.42 | 7.35 | |
 Lightning AI | Nemotron 3 Ultra | 262k | Open | 23 | $0.48 | -- | -- | -- | -- | |
 Blackbox AI | Nemotron 3 Ultra | 262k | Open | 23 | $0.37 | -- | -- | -- | -- | |
| Fireworks | Nemotron 3 Ultra | 262k | Open | 23 | $0.22 | 155 | 0.70 | 18.65 | 14.71 | |
| InclusionAI | Ling-3.0-flash-Fin | 262k | Open | 23 | -- | 160 | 3.14 | 18.72 | 12.46 | |
| Google | Gemini 3.5 Flash-Lite AI Studio | 1M | Proprietary | 23 | $0.12 | 363 | 9.11 | 10.49 | -- | |
| Alibaba Cloud | Qwen3.8 27B | 1M | Open | 22* | -- | 46 | 3.89 | 14.70 | -- | |
| Multiverse Computing | Qwen3.8 27B | 262k | Open | 22* | -- | 204 | 0.88 | 3.32 | -- | |
| Novita | MiMo-V2.5 | 1.05M | Open | 22 | $0.02 | 34 | 7.05 | 80.83 | 59.03 | |
| DeepInfra | MiMo-V2.5 | 262k | Open | 22 | $0.02 | 17 | 1.90 | 151.49 | 119.67 | |
| GMI | MiMo-V2.5 | 1.05M | Open | 22 | $0.04 | -- | -- | -- | -- | |
| Xiaomi | MiMo-V2.5 | 1M | Open | 22 | $0.02 | 33 | 5.07 | 80.01 | 59.95 | |
 AI9Stars | G9v3-39A5B | 131k | Open | 22* | -- | -- | -- | -- | -- | |
 StreamLake |  KAT-Coder-Pro V2 | 256k | Proprietary | 22* | -- | -- | -- | -- | -- | |
| OpenAI | GPT-5.6 Luna (low) | 1M | Proprietary | 22 | $0.01 | 112 | 1.78 | 6.25 | -- | |
| Wafer | Qwen3.5 397B A17B (Non-reasoning) | 262k | Open | 21* | -- | 185 | 0.79 | 3.50 | -- | |
| DeepInfra | Qwen3.5 397B A17B (Non-reasoning) (FP8) | 262k | Open | 21* | -- | 40 | 1.01 | 13.63 | -- | |
| Alibaba Cloud | Qwen3.5 397B A17B (Non-reasoning) | 262k | Open | 21* | -- | 79 | 2.17 | 8.53 | -- | |
| Nebius | Qwen3.5 397B A17B (Non-reasoning) (Base, FP4) | 262k | Open | 21* | -- | 140 | 2.06 | 5.62 | -- | |
| DigitalOcean | Qwen3.5 397B A17B (Non-reasoning) | 262k | Open | 21* | -- | 9 | 1.82 | 59.16 | -- | |
| Novita | Qwen3.5 397B A17B (Non-reasoning) | 262k | Open | 21* | -- | 77 | 1.65 | 8.11 | -- | |
| OpenAI | GPT-5.6 Terra (Non-reasoning) | 1M | Proprietary | 21 | $0.14 | 73 | 0.98 | 7.83 | -- | |
| Amazon Bedrock | GPT-5.6 Terra (Non-reasoning) | 1M | Proprietary | 21 | $0.19 | 111 | 0.91 | 5.43 | -- | |
| DeepInfra | Ling 3.0 Flash | 131k | Open | 21 | $0.03 | 70 | 0.65 | 36.52 | 28.70 | |
| InclusionAI | Ling 3.0 Flash | 262k | Open | 21 | $0.03 | 317 | 2.52 | 10.40 | 6.31 | |
| Alibaba Cloud | Qwen3.5 Omni Plus | 256k | Proprietary | 20* | -- | 90 | 2.08 | 7.62 | -- | |
| Microsoft Azure | o3 | 200k | Proprietary | 20* | -- | 99 | 25.82 | 30.88 | -- | |
| OpenAI | o3 | 200k | Proprietary | 20* | -- | -- | -- | -- | -- | |
| OpenAI | o3 | 200k | Proprietary | 20* | -- | 124 | 5.87 | 9.90 | -- | |
 LongCat | LongCat 2.0 | 1M | Open | 20 | $0.06 | -- | -- | -- | -- | |
| SiliconFlow | LongCat 2.0 (FP8) | 262k | Open | 20 | $0.15 | 52 | 2.86 | 50.60 | 38.19 | |
 StepFun | Step 3.7 Flash | 256k | Open | 19* | -- | 149 | 2.54 | 19.30 | 13.41 | |
| DeepInfra | Step 3.7 Flash | 256k | Open | 19* | -- | 173 | 0.68 | 15.16 | 11.59 | |
| Alibaba Cloud | Qwen3.5 397B A17B | 262k | Open | 19 | $0.47 | 82 | 2.11 | 46.84 | 38.67 | |
| Wafer | Qwen3.5 397B A17B | 262k | Open | 19 | $0.34 | 185 | 0.84 | 20.77 | 17.23 | |
| Parasail | Qwen3.5 397B A17B | 262k | Open | 19 | $0.30 | 48 | 1.03 | 78.56 | 67.01 | |
| SiliconFlow | Qwen3.5 397B A17B (FP8) | 262k | Open | 19 | $0.31 | -- | -- | -- | -- | |
| DeepInfra | Qwen3.5 397B A17B (FP8) | 262k | Open | 19 | $0.23 | 36 | 1.03 | 104.21 | 89.19 | |
| DigitalOcean | Qwen3.5 397B A17B | 262k | Open | 19 | $0.17 | 11 | 1.48 | 326.02 | 280.52 | |
| GMI | Qwen3.5 397B A17B (FP8) | 262k | Open | 19 | $0.47 | -- | -- | -- | -- | |
| Nebius | Qwen3.5 397B A17B (Base, FP4) | 262k | Open | 19 | $0.47 | 139 | 2.14 | 28.70 | 22.96 | |
| Novita | Qwen3.5 397B A17B | 262k | Open | 19 | $0.47 | 84 | 1.65 | 45.75 | 38.12 | |
| Alibaba Cloud | Qwen3.6 35B A3B | 229k | Open | 19 | $0.48 | 103 | 2.08 | 59.31 | 52.38 | |
| SiliconFlow | Qwen3.6 35B A3B (FP8) | 262k | Open | 19 | $0.27 | 108 | 2.08 | 56.91 | 50.18 | |
 Scaleway | Qwen3.6 35B A3B | 262k | Open | 19 | $0.37 | 93 | 1.21 | 64.57 | 57.98 | |
| DeepInfra | Qwen3.6 35B A3B (FP8) | 262k | Open | 19 | $0.14 | 68 | 0.83 | 87.91 | 79.70 | |
| GMI | Qwen3.6 35B A3B FP8 | 262k | Open | 19 | $0.31 | -- | -- | -- | -- | |
| Parasail | Qwen3.6 35B A3B | 262k | Open | 19 | $0.12 | 94 | 0.87 | 63.90 | 57.69 | |
| Novita | Qwen3.6 35B A3B | 205k | Open | 19 | $0.31 | 103 | 1.50 | 58.96 | 52.59 | |
| GMI | MiMo-V2.5-Pro (Non-reasoning) | 1.05M | Open | 18* | -- | -- | -- | -- | -- | |
| DeepInfra | MiMo-V2.5-Pro (Non-reasoning) | 65.5k | Open | 18* | -- | 46 | 1.48 | 12.47 | -- | |
| Xiaomi | MiMo-V2.5-Pro (Non-reasoning) | 131k | Open | 18* | -- | 51 | 4.86 | 14.73 | -- | |
| Novita | MiMo-V2.5-Pro (Non-reasoning) | 1.05M | Open | 18* | -- | 49 | 6.13 | 16.42 | -- | |
| Together AI | Muse Glimmer (high) | 131k | Open | 18 | $0.09 | 106 | 0.83 | 24.35 | 18.82 | |
| DeepInfra | Muse Glimmer (high) | 131k | Open | 18 | $0.05 | 134 | 0.80 | 19.44 | 14.91 | |
| Fireworks | Muse Glimmer (high) | 131k | Open | 18 | $0.06 | 63 | 1.11 | 40.88 | 31.82 | |
| DeepInfra | Qwen3.5 122B A10B (Non-reasoning) (FP4) | 262k | Open | 18* | -- | 154 | 0.83 | 4.08 | -- | |
| Alibaba Cloud | Qwen3.5 122B A10B (Non-reasoning) | 262k | Open | 18* | -- | 141 | 2.32 | 5.86 | -- | |
| Amazon Bedrock | Claude 4.5 Haiku | 200k | Proprietary | 18 | $0.20 | 102 | 19.14 | 24.05 | -- | |
| Google | Claude 4.5 Haiku Vertex | 200k | Proprietary | 18 | $0.24 | 96 | 17.53 | 22.74 | -- | |
| Anthropic | Claude 4.5 Haiku | 200k | Proprietary | 18 | $0.21 | 94 | 18.32 | 23.62 | -- | |
| Microsoft Azure | Claude 4.5 Haiku | 200k | Proprietary | 18 | $0.57 | 92 | 23.13 | 28.54 | -- | |
| InclusionAI | Ring-2.6-1T | 262k | Open | 17 | $0.29 | 122 | 3.61 | 24.11 | 16.40 | |
| Makora | Gemma 4 26B A4B | 1M | Open | 17* | -- | 83 | 1.42 | 31.57 | 24.12 | |
| Novita | Gemma 4 26B A4B | 262k | Open | 17* | -- | 133 | 1.42 | 20.23 | 15.05 | |
| Google | Gemma 4 26B A4B AI Studio | 262k | Open | 17* | -- | 47 | 1.07 | 54.49 | 42.74 | |
 Cloudflare | Gemma 4 26B A4B | 256k | Open | 17* | -- | -- | -- | -- | -- | |
| DeepInfra | Gemma 4 26B A4B (FP8) | 262k | Open | 17* | -- | 20 | 0.91 | 126.15 | 100.19 | |
| Parasail | Gemma 4 26B A4B | 256k | Open | 17* | -- | 45 | 2.22 | 57.79 | 44.46 | |
| GMI | Gemma 4 26B A4B (FP8) | 1.05M | Open | 17* | -- | -- | -- | -- | -- | |
| SiliconFlow | Qwen3.5 122B A10B (FP8) | 262k | Open | 16 | $0.21 | 91 | 1.43 | 28.97 | 22.02 | |
| DeepInfra | Qwen3.5 122B A10B (FP4) | 262k | Open | 16 | $0.14 | 137 | 0.88 | 19.16 | 14.62 | |
| Alibaba Cloud | Qwen3.5 122B A10B | 262k | Open | 16 | $0.32 | 128 | 2.33 | 21.80 | 15.58 | |
| GMI | Qwen3.5 122B A10B (FP8) | 262k | Open | 16 | $0.32 | -- | -- | -- | -- | |
| Novita | Qwen3.5 122B A10B | 262k | Open | 16 | $0.32 | 88 | 1.97 | 30.47 | 22.80 | |
| OpenAI | GPT-5.6 Luna (Non-reasoning) | 1M | Proprietary | 16 | $0.01 | 106 | 0.77 | 5.47 | -- | |
| Amazon Bedrock | GPT-5.6 Luna (Non-reasoning) | 1M | Proprietary | 16 | $0.06 | 191 | 0.76 | 3.37 | -- | |
| CoreWeave | Gemma 4 31B | 262k | Open | 15 | $0.07 | 52 | 2.65 | 45.76 | 33.47 | |
| Modular | Gemma 4 31B (NVFP4) | 262k | Open | 15 | -- | 214 | 0.44 | 10.89 | 8.11 | |
| GMI | Gemma 4 31B (FP8) | 262k | Open | 15 | $0.10 | -- | -- | -- | -- | |
| Novita | Gemma 4 31B | 262k | Open | 15 | $0.10 | -- | -- | -- | -- | |
 Cerebras | Gemma 4 31B | 131k | Open | 15 | $0.71 | -- | -- | -- | -- | |
| Google | Gemma 4 31B (AI Studio) | 262k | Open | 15 | $0.00 | 35 | 1.06 | 64.90 | 49.56 | |
| Parasail | Gemma 4 31B | 262k | Open | 15 | $0.05 | 71 | 1.43 | 32.81 | 24.36 | |
| DeepInfra | Gemma 4 31B | 262k | Open | 15 | $0.02 | 16 | 1.72 | 142.90 | 109.61 | |
| Crusoe | Gemma 4 31B | 262k | Open | 15 | $0.10 | 12 | 2.71 | 181.63 | 138.91 | |
| SiliconFlow | Gemma 4 31B (FP8) | 262k | Open | 15 | $0.10 | 46 | 4.08 | 52.64 | 37.71 | |
| SambaNova | Gemma 4 31B | 131k | Open | 15 | $0.28 | 200 | 2.82 | 14.01 | 8.69 | |
| FriendliAI | Gemma 4 31B | 256k | Open | 15 | $0.10 | 123 | 2.25 | 20.48 | 14.15 | |
| Lightning AI | Gemma 4 31B | 131k | Open | 15 | $0.10 | -- | -- | -- | -- | |
| Together AI | Gemma 4 31B (FP8) | 262k | Open | 15 | $0.29 | 37 | 1.61 | 61.77 | 46.71 | |
| Microsoft Azure | Claude 4.5 Haiku (Non-reasoning) | 200k | Proprietary | 15* | -- | 85 | 1.26 | 7.13 | -- | |
| Amazon Bedrock | Claude 4.5 Haiku (Non-reasoning) | 200k | Proprietary | 15* | -- | 97 | 0.83 | 6.01 | -- | |
| Anthropic | Claude 4.5 Haiku (Non-reasoning) | 200k | Proprietary | 15* | -- | 85 | 0.67 | 6.58 | -- | |
| Google | Claude 4.5 Haiku (Non-reasoning) Vertex | 200k | Proprietary | 15* | -- | 91 | 0.81 | 6.27 | -- | |
| Scaleway | Qwen3.6 35B A3B (Non-reasoning) | 262k | Open | 15* | -- | 95 | 1.12 | 6.38 | -- | |
| DeepInfra | Qwen3.6 35B A3B (Non-reasoning) (FP8) | 262k | Open | 15* | -- | 94 | 0.70 | 6.04 | -- | |
| Novita | Qwen3.6 35B A3B (Non-reasoning) | 205k | Open | 15* | -- | 109 | 1.50 | 6.09 | -- | |
| GMI | Qwen3.6 35B A3B (Non-reasoning) FP8 | 262k | Open | 15* | -- | -- | -- | -- | -- | |
| Parasail | Qwen3.6 35B A3B (Non-reasoning) (FP8) | 262k | Open | 15* | -- | 97 | 0.93 | 6.08 | -- | |
| Alibaba Cloud | Qwen3.6 35B A3B (Non-reasoning) | 262k | Open | 15* | -- | 115 | 2.09 | 6.45 | -- | |
 Mistral | Mistral Medium 3.5 | 262k | Open | 15 | $0.44 | 144 | 2.30 | 19.69 | 13.92 | |
| DeepInfra |  Granite 4.2 30B | 131k | Open | 15* | -- | 75 | 0.84 | 34.17 | 26.67 | |
| SiliconFlow | Gemma 4 12B | 262k | Open | 14* | -- | 108 | 2.44 | 25.50 | 18.45 | |
| Amazon Bedrock | Nova 2.0 Pro Preview (medium) | 256k | Proprietary | 14* | -- | 117 | 14.60 | 35.95 | 17.08 | |
 Cohere | Command A+ | 200k | Open | 14 | $0.00 | 243 | 0.43 | 10.70 | 8.22 | |
| Modular | Gemma 4 31B (Non-reasoning) (NVFP4) | 262k | Open | 14* | -- | 235 | 0.44 | 2.57 | -- | |
| Parasail | Gemma 4 31B (Non-reasoning) | 262k | Open | 14* | -- | 65 | 1.27 | 8.97 | -- | |
| Cerebras | Gemma 4 31B (Non-reasoning) | 131k | Open | 14* | -- | -- | -- | -- | -- | |
| FriendliAI | Gemma 4 31B (Non-reasoning) | 262k | Open | 14* | -- | 115 | 1.25 | 5.61 | -- | |
| Together AI | Gemma 4 31B (Non-reasoning) (FP8) | 262k | Open | 14* | -- | 63 | 5.82 | 13.76 | -- | |
| SiliconFlow | Gemma 4 31B (Non-reasoning) (FP8) | 262k | Open | 14* | -- | 38 | 4.73 | 17.80 | -- | |
| DeepInfra | Gemma 4 31B (Non-reasoning) (FP8) | 262k | Open | 14* | -- | 17 | 1.33 | 31.16 | -- | |
| CoreWeave | Gemma 4 31B (Non-reasoning) | 262k | Open | 14* | -- | 42 | 3.11 | 15.09 | -- | |
| SambaNova | Gemma 4 31B (Non-reasoning) | 131k | Open | 14* | -- | 205 | 2.38 | 4.81 | -- | |
| Crusoe | Gemma 4 31B (Non-reasoning) | 262k | Open | 14* | -- | 13 | 3.03 | 42.56 | -- | |
| Novita | Gemma 4 31B (Non-reasoning) | 262k | Open | 14* | -- | 18 | 1.84 | 28.94 | -- | |
| SiliconFlow | Qwen3.5 9B (FP8) | 262k | Open | 14* | -- | 50 | 2.19 | 52.10 | 39.93 | |
| Together AI | Qwen3.5 9B (FP8) | 262k | Open | 14* | -- | 85 | 0.71 | 30.19 | 23.59 | |
| Amazon Bedrock | Nova 2.0 Omni (medium) | 1M | Proprietary | 14* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Nova 2.0 Omni (medium) | 1M | Proprietary | 14* | -- | -- | -- | -- | -- | |
| DeepInfra | Nemotron 3.5 Lightning (NVFP4) | 262k | Open | 14 | $0.12 | -- | -- | -- | -- | |
| Nebius | Nemotron 3.5 Lightning (BF16) | 1.05M | Open | 14 | $0.09 | 264 | 1.14 | 10.61 | 7.57 | |
| CoreWeave | Nemotron 3.5 Lightning (BF16) | 262k | Open | 14 | $0.10 | 172 | 0.60 | 15.16 | 11.65 | |
| Bitdeer AI | Nemotron 3.5 Lightning (BF16) | 262k | Open | 14 | $0.12 | 155 | 3.73 | 19.82 | 12.87 | |
| GMI | Nemotron 3.5 Lightning (BF16) | 65.5k | Open | 14 | $0.00 | -- | -- | -- | -- | |
| Fireworks | Nemotron 3.5 Lightning (BF16) | 262k | Open | 14 | $0.02 | 499 | 0.48 | 5.49 | 4.01 | |
| Crusoe | Nemotron 3.5 Lightning (BF16) | 262k | Open | 14 | $0.08 | 305 | 0.45 | 8.64 | 6.56 | |
| Nebius | Nemotron 3 Super | 256k | Open | 14 | $1.64 | 192 | 1.83 | 14.88 | 10.44 | |
| DeepInfra | Nemotron 3 Super | 262k | Open | 14 | $0.48 | 88 | 7.46 | 35.82 | 22.69 | |
| Together AI |  Apriel-v1.6-15B-Thinker | 131k | Open | 13* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Nova 2.0 Lite (high) | 1M | Proprietary | 13* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Nova 2.0 Lite (high) | 1M | Proprietary | 13* | -- | 160 | 13.91 | 29.49 | 12.47 | |
| Together AI | Qwen3.5 9B (Non-reasoning) (FP8) | 262k | Open | 13* | -- | 91 | 0.72 | 6.24 | -- | |
| Makora | Gemma 4 26B A4B (Non-reasoning) | 1M | Open | 13* | -- | 76 | 1.33 | 7.90 | -- | |
| Parasail | Gemma 4 26B A4B (Non-reasoning) | 262k | Open | 13* | -- | 44 | 2.12 | 13.61 | -- | |
| GMI | Gemma 4 26B A4B (Non-reasoning) (FP8) | 1.05M | Open | 13* | -- | -- | -- | -- | -- | |
| SiliconFlow | Gemma 4 26B A4B (Non-reasoning) (FP8) | 262k | Open | 13* | -- | 79 | 2.43 | 8.74 | -- | |
| Scaleway | Gemma 4 26B A4B (Non-reasoning) | 262k | Open | 13* | -- | 172 | 0.88 | 3.78 | -- | |
| DeepInfra | Gemma 4 26B A4B (Non-reasoning) (FP8) | 262k | Open | 13* | -- | 17 | 0.84 | 30.12 | -- | |
| Novita | Gemma 4 26B A4B (Non-reasoning) | 262k | Open | 13* | -- | 49 | 1.44 | 11.62 | -- | |
| DeepInfra | Qwen3.5 4B (FP8) | 262k | Open | 13* | -- | 20 | 0.78 | 123.69 | 98.33 | |
| Amazon Bedrock | Nova 2.0 Pro Preview (low) | 256k | Proprietary | 13* | -- | 114 | 10.14 | 32.01 | 17.49 | |
| Amazon Bedrock | Nova 2.0 Lite (medium) | 1M | Proprietary | 12* | -- | 170 | 15.92 | 30.62 | 11.76 | |
| Alibaba Cloud | Qwen3.5 Omni Flash | 256k | Proprietary | 12* | -- | 205 | 1.83 | 4.27 | -- | |
 Groq | gpt-oss-120b (high) | 131k | Open | 12 | $0.08 | 472 | 0.78 | 6.07 | 4.23 | |
| Cloudflare | gpt-oss-120b (high) | 116k | Open | 12 | $0.23 | -- | -- | -- | -- | |
| Scaleway | gpt-oss-120b (high) | 128k | Open | 12 | $0.12 | 100 | 1.46 | 26.35 | 19.91 | |
| CoreWeave | gpt-oss-120b (high) | 131k | Open | 12 | $0.02 | 54 | 1.40 | 47.63 | 36.98 | |
| Microsoft Azure | gpt-oss-120b (high) | 131k | Open | 12 | $0.11 | 313 | 0.88 | 8.87 | 6.40 | |
| Novita | gpt-oss-120b (high) | 131k | Open | 12 | $0.04 | 78 | 0.96 | 33.00 | 25.63 | |
| DeepInfra | gpt-oss-120b (high) (Turbo) | 131k | Open | 12 | $0.11 | 205 | 0.63 | 12.85 | 9.78 | |
| Crusoe | gpt-oss-120b (high) | 131k | Open | 12 | $0.04 | 242 | 0.38 | 10.72 | 8.28 | |
| DeepInfra | gpt-oss-120b (high) | 131k | Open | 12 | $0.03 | 37 | 0.72 | 68.19 | 53.98 | |
| Cerebras | gpt-oss-120b (high) | 131k | Open | 12 | $0.23 | 1,708 | 0.53 | 2.00 | 1.17 | |
| Google | gpt-oss-120b (high) Vertex | 131k | Open | 12 | $0.06 | 181 | 0.55 | 14.33 | 11.02 | |
| Baseten | gpt-oss-120b (high) | 128k | Open | 12 | $0.07 | 232 | 0.24 | 11.00 | 8.61 | |
| SambaNova | gpt-oss-120b (high) | 131k | Open | 12 | $0.15 | 709 | 0.99 | 4.52 | 2.82 | |
| Parasail | gpt-oss-120b (high) | 131k | Open | 12 | $0.06 | 143 | 1.01 | 18.55 | 14.03 | |
| Nebius | gpt-oss-120b (high) (Base) | 128k | Open | 12 | $0.11 | 272 | 1.04 | 10.22 | 7.34 | |
 Hyperbolic | gpt-oss-120b (high) | 131k | Open | 12 | $0.19 | -- | -- | -- | -- | |
| Amazon Bedrock | gpt-oss-120b (high) | 131k | Open | 12 | $0.11 | 60 | 0.96 | 42.79 | 33.46 | |
| Together AI | gpt-oss-120b (high) | 131k | Open | 12 | $0.11 | 93 | 0.60 | 27.46 | 21.49 | |
| InclusionAI | Ling 3.0 Tiny | 262k | Open | 12 | $0.00 | 156 | 2.63 | 18.70 | 12.86 | |
| CoreWeave | Granite 4.2 8B | 131k | Open | 12 | $0.06 | 65 | 0.81 | 39.06 | 30.60 | |
| DeepInfra | Granite 4.2 8B | 131k | Open | 12 | $0.02 | 92 | 0.80 | 28.09 | 21.84 | |
| Amazon Bedrock | Nova 2.0 Lite (low) | 1M | Proprietary | 12* | -- | 169 | 10.19 | 24.99 | 11.84 | |
 Inception | Mercury 2 | 128k | Proprietary | 12 | $0.07 | 475 | 6.57 | 7.62 | -- | |
| Mistral | Mistral Small 4 | 256k | Open | 11 | $0.05 | 176 | 0.74 | 14.97 | 11.38 | |
| GMI | Qwen3 Next 80B A3B (Reasoning) | 262k | Open | 11* | -- | -- | -- | -- | -- | |
| Google | Qwen3 Next 80B A3B (Reasoning) Vertex | 262k | Open | 11* | -- | 138 | 0.65 | 18.80 | 14.52 | |
| Alibaba Cloud | Qwen3 Next 80B A3B (Reasoning) | 262k | Open | 11* | -- | 183 | 2.28 | 15.94 | 10.93 | |
| Hyperbolic | Qwen3 Next 80B A3B (Reasoning) | 262k | Open | 11* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Nova 2.0 Omni (low) | 1M | Proprietary | 11* | -- | -- | -- | -- | -- | |
 Arcee AI | Trinity Large Thinking | 262k | Open | 11 | $0.35 | 312 | 1.17 | 9.18 | 6.40 | |
| AI9Stars | G9v3-3B | 131k | Open | 11* | -- | -- | -- | -- | -- | |
| DeepInfra | Qwen3.5 4B (Non-reasoning) FP8 | 262k | Open | 11* | -- | 18 | 0.77 | 28.56 | -- | |
 Snowflake | gpt-oss-120b (low) | 131k | Open | 10* | -- | -- | -- | -- | -- | |
| Hyperbolic | gpt-oss-120b (low) | 131k | Open | 10* | -- | -- | -- | -- | -- | |
| Nebius | gpt-oss-120b (low) Base | 128k | Open | 10* | -- | 258 | 1.04 | 10.72 | 7.75 | |
| Crusoe | gpt-oss-120b (low) | 131k | Open | 10* | -- | 223 | 0.36 | 11.59 | 8.99 | |
| SambaNova | gpt-oss-120b (low) | 131k | Open | 10* | -- | 735 | 0.90 | 4.30 | 2.72 | |
| Google | gpt-oss-120b (low) Vertex | 131k | Open | 10* | -- | 154 | 0.61 | 16.81 | 12.96 | |
| DeepInfra | gpt-oss-120b (low) | 131k | Open | 10* | -- | 41 | 0.80 | 61.96 | 48.93 | |
| CoreWeave | gpt-oss-120b (low) | 131k | Open | 10* | -- | 56 | 1.38 | 46.12 | 35.79 | |
| Cerebras | gpt-oss-120b (low) | 131k | Open | 10* | -- | 1,594 | 0.52 | 2.09 | 1.25 | |
| Microsoft Azure | gpt-oss-120b (low) | 131k | Open | 10* | -- | 334 | 0.83 | 8.31 | 5.99 | |
| Cloudflare | gpt-oss-120b (low) | 128k | Open | 10* | -- | -- | -- | -- | -- | |
| Baseten | gpt-oss-120b (low) | 128k | Open | 10* | -- | 233 | 0.23 | 10.97 | 8.59 | |
| Amazon Bedrock | gpt-oss-120b (low) | 131k | Open | 10* | -- | 73 | 0.93 | 35.02 | 27.26 | |
| Parasail | gpt-oss-120b (low) | 131k | Open | 10* | -- | 145 | 0.89 | 18.15 | 13.81 | |
| Together AI | gpt-oss-120b (low) | 131k | Open | 10* | -- | 100 | 0.54 | 25.62 | 20.07 | |
| Groq | gpt-oss-120b (low) | 131k | Open | 10* | -- | 472 | 0.74 | 6.03 | 4.24 | |
| Novita | gpt-oss-120b (low) | 131k | Open | 10* | -- | 86 | 0.99 | 30.02 | 23.23 | |
| Amazon Bedrock | Qwen3 Coder Next | 128k | Open | 10 | $0.78 | 94 | 1.05 | 6.34 | -- | |
| Parasail | Qwen3 Coder Next (FP8) | 262k | Open | 10 | $0.12 | 74 | 1.05 | 7.83 | -- | |
| Together AI | Qwen3 Coder Next (FP8) | 262k | Open | 10 | $0.78 | -- | -- | -- | -- | |
| Novita | Qwen3 Coder Next (FP8) | 262k | Open | 10 | $0.33 | 168 | 2.37 | 5.36 | -- | |
| Amazon Bedrock | Nova 2.0 Pro Preview (Non-reasoning) | 256k | Proprietary | 10* | -- | 102 | 1.07 | 5.99 | -- | |
| Groq | gpt-oss-20b (low) | 131k | Open | 10* | -- | 915 | 0.78 | 3.52 | 2.19 | |
| Lightning AI | gpt-oss-20b (low) | 128k | Open | 10* | -- | -- | -- | -- | -- | |
| Hyperbolic | gpt-oss-20b (low) | 131k | Open | 10* | -- | -- | -- | -- | -- | |
| CoreWeave | gpt-oss-20b (low) | 131k | Open | 10* | -- | 193 | 0.61 | 13.59 | 10.39 | |
| Cloudflare | gpt-oss-20b (low) | 128k | Open | 10* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | gpt-oss-20b (low) | 131k | Open | 10* | -- | 82 | 19.83 | 50.22 | 24.31 | |
| Novita | gpt-oss-20b (low) | 131k | Open | 10* | -- | 159 | 1.20 | 16.96 | 12.61 | |
| Google | gpt-oss-20b (low) Vertex | 131k | Open | 10* | -- | 362 | 0.32 | 7.23 | 5.52 | |
| Cohere | North Mini Code | 256k | Open | 10 | $0.00 | 64 | 0.38 | 39.57 | 31.35 | |
| Amazon Bedrock | Mistral Large 3 | 256k | Open | 10 | $0.10 | 198 | 1.16 | 3.68 | -- | |
| Microsoft Azure | Mistral Large 3 | 256k | Open | 10 | $0.10 | 71 | 1.57 | 8.56 | -- | |
| Mistral | Mistral Large 3 | 262k | Open | 10 | $0.10 | 77 | 1.06 | 7.55 | -- | |
| Hyperbolic | Qwen3 Next 80B A3B | 262k | Open | 10* | -- | -- | -- | -- | -- | |
| Google | Qwen3 Next 80B A3B Vertex | 262k | Open | 10* | -- | 237 | 0.59 | 2.70 | -- | |
| Databricks | Qwen3 Next 80B A3B | 262k | Open | 10* | -- | 85 | 0.94 | 6.85 | -- | |
| GMI | Qwen3 Next 80B A3B | 262k | Open | 10* | -- | -- | -- | -- | -- | |
| DeepInfra | Qwen3 Next 80B A3B | 262k | Open | 10* | -- | 157 | 0.64 | 3.81 | -- | |
| Parasail | Qwen3 Next 80B A3B | 262k | Open | 10* | -- | 182 | 0.91 | 3.65 | -- | |
| Novita | Qwen3 Next 80B A3B | 131k | Open | 10* | -- | 183 | 1.71 | 4.44 | -- | |
| Alibaba Cloud | Qwen3 Next 80B A3B | 131k | Open | 10* | -- | 178 | 2.19 | 5.00 | -- | |
| Mistral | Devstral 2 | 262k | Open | 9 | $0.00 | 146 | 2.32 | 5.73 | -- | |
| SiliconFlow | Gemma 4 12B (Non-reasoning) | 262k | Open | 9* | -- | 108 | 2.47 | 7.10 | -- | |
| Novita | Llama 4 Maverick (FP8) | 1.05M | Open | 9 | $0.04 | 96 | 0.84 | 6.03 | -- | |
| Microsoft Azure | Llama 4 Maverick (FP8) | 128k | Open | 9 | $0.04 | 412 | 1.38 | 2.59 | -- | |
| Amazon Bedrock | Llama 4 Maverick | 128k | Open | 9 | $0.04 | 209 | 0.77 | 3.16 | -- | |
| Together AI | Llama 4 Maverick | 1.05M | Open | 9 | $0.04 | -- | -- | -- | -- | |
| DeepInfra | Llama 4 Maverick (FP8) | 1.05M | Open | 9 | $0.03 | 104 | 0.46 | 5.25 | -- | |
| Parasail | Llama 4 Maverick (FP8) | 1.05M | Open | 9 | $0.03 | 55 | 0.93 | 10.05 | -- | |
| Amazon Bedrock | Nova Premier | 1M | Proprietary | 9* | -- | 32 | 2.95 | 18.80 | -- | |
| DeepInfra | Granite 4.2 3B | 131k | Open | 9 | $0.01 | 213 | 0.39 | 12.15 | 9.41 | |
| CoreWeave | gpt-oss-20b (high) | 131k | Open | 9 | $0.01 | 174 | 0.59 | 14.98 | 11.51 | |
| Amazon Bedrock | gpt-oss-20b (high) | 131k | Open | 9 | $0.01 | 83 | 51.79 | 81.94 | 24.12 | |
| DeepInfra | gpt-oss-20b (high) | 131k | Open | 9 | $0.01 | 96 | 0.54 | 26.70 | 20.92 | |
| Hyperbolic | gpt-oss-20b (high) | 131k | Open | 9 | $0.01 | -- | -- | -- | -- | |
| Lightning AI | gpt-oss-20b (high) | 128k | Open | 9 | $0.01 | -- | -- | -- | -- | |
| Cloudflare | gpt-oss-20b (high) | 128k | Open | 9 | $0.03 | -- | -- | -- | -- | |
| Novita | gpt-oss-20b (high) | 131k | Open | 9 | $0.01 | 153 | 1.22 | 17.61 | 13.11 | |
| Google | gpt-oss-20b (high) Vertex | 131k | Open | 9 | $0.01 | 406 | 0.34 | 6.50 | 4.93 | |
| Groq | gpt-oss-20b (high) | 131k | Open | 9 | $0.02 | 944 | 0.81 | 3.45 | 2.12 | |
| DeepInfra | Llama Nemotron Super 49B v1.5 | 131k | Open | 9* | -- | 49 | 10.44 | 61.81 | 41.09 | |
| Mistral | Mistral Small 4 (Non-reasoning) | 262k | Open | 9* | -- | 162 | 0.79 | 3.89 | -- | |
| DeepInfra | Gemma 4 E4B | 262k | Open | 9* | -- | 38 | 0.95 | 66.28 | 52.27 | |
| Nebius | Nemotron 3 Nano | 262k | Open | 9 | $0.02 | 96 | 1.75 | 27.70 | 20.76 | |
| Novita | Nemotron 3 Nano (FP4) | 262k | Open | 9 | $0.02 | 295 | 1.05 | 9.52 | 6.77 | |
| DeepInfra | Nemotron 3 Nano | 262k | Open | 9 | $0.02 | 84 | 5.72 | 35.51 | 23.83 | |
 Sarvam | Sarvam 105B (high) | 128k | Open | 9* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Nova 2.0 Lite (Non-reasoning) | 1M | Proprietary | 9* | -- | 151 | 1.05 | 4.37 | -- | |
| Amazon Bedrock | Magistral Small 1.2 | 128k | Open | 9* | -- | 74 | 1.54 | 35.49 | 27.16 | |
 Liquid AI | LFM2.5-2.6B | 32.8k | Open | 8* | -- | -- | -- | -- | -- | |
| Mistral | Devstral Small 2 | 256k | Open | 8 | $0.00 | 138 | 2.30 | 5.92 | -- | |
| Amazon Bedrock | Nova 2.0 Omni (Non-reasoning) | 1M | Proprietary | 8* | -- | -- | -- | -- | -- | |
| Alibaba Cloud | Qwen3 Omni 30B A3B (Reasoning) | 65.5k | Open | 8* | -- | 100 | 1.94 | 26.83 | 19.91 | |
| Fireworks | Llama 3.3 70B | 131k | Open | 8* | -- | -- | -- | -- | -- | |
| Google | Llama 3.3 70B Vertex | 128k | Open | 8* | -- | 142 | 0.63 | 4.15 | -- | |
| Groq | Llama 3.3 70B | 131k | Open | 8* | -- | 288 | 0.78 | 2.52 | -- | |
| Novita | Llama 3.3 70B | 131k | Open | 8* | -- | 47 | 1.69 | 12.42 | -- | |
| Parasail | Llama 3.3 70B (FP8) | 131k | Open | 8* | -- | 81 | 2.56 | 8.71 | -- | |
| SambaNova | Llama 3.3 70B | 128k | Open | 8* | -- | 284 | 1.77 | 3.54 | -- | |
| CoreWeave | Llama 3.3 70B | 128k | Open | 8* | -- | 76 | 0.93 | 7.50 | -- | |
| Together AI | Llama 3.3 70B Turbo | 131k | Open | 8* | -- | 68 | 1.48 | 8.87 | -- | |
| Microsoft Azure | Llama 3.3 70B | 128k | Open | 8* | -- | 125 | 2.19 | 6.19 | -- | |
| DeepInfra | Llama 3.3 70B (Turbo, FP8) | 131k | Open | 8* | -- | 17 | 2.40 | 31.12 | -- | |
| Cloudflare | Llama 3.3 70B | 24k | Open | 8* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Llama 3.3 70B | 128k | Open | 8* | -- | 100 | 1.16 | 6.15 | -- | |
| Scaleway | Llama 3.3 70B | 100k | Open | 8* | -- | 78 | 1.37 | 7.76 | -- | |
| SiliconFlow |  ERNIE 4.5 300B A47B | 131k | Open | 8* | -- | -- | -- | -- | -- | |
| Nebius |  Hermes 4 405B (FP8) | 128k | Open | 7* | -- | 44 | 2.37 | 58.59 | 44.97 | |
| DeepInfra | NVIDIA Nemotron Nano 12B v2 VL (FP8) | 131k | Open | 7* | -- | 46 | 8.08 | 62.72 | 43.71 | |
| DeepInfra | Gemma 4 E4B (Non-reasoning) | 262k | Open | 7* | -- | 39 | 0.75 | 13.65 | -- | |
| DeepInfra | NVIDIA Nemotron Nano 9B V2 | 131k | Open | 7* | -- | 95 | 5.39 | 31.60 | 20.97 | |
| Nebius | Hermes 4 405B (Non-reasoning) (FP8) | 128k | Open | 7* | -- | 45 | 2.32 | 13.41 | -- | |
| DeepInfra | Llama Nemotron Super 49B v1.5 (Non-reasoning) | 131k | Open | 7* | -- | 30 | 10.45 | 27.11 | -- | |
| Liquid AI | LFM2.5-8B-A1B | 32.8k | Open | 7* | -- | -- | -- | -- | -- | |
| SiliconFlow | Ring-flash-2.0 | 131k | Open | 7* | -- | -- | -- | -- | -- | |
| Parasail |  Olmo 3.1 32B Think | 65.5k | Open | 7* | -- | -- | -- | -- | -- | |
| Cohere | Command A | 288k | Open | 7* | -- | 59 | 1.75 | 10.19 | -- | |
| Microsoft Azure | Command A | 256k | Open | 7* | -- | 42 | 3.06 | 14.88 | -- | |
| DeepInfra | Llama 3.1 Nemotron 70B | 131k | Open | 7* | -- | 34 | 12.30 | 27.22 | -- | |
| Novita | Nemotron 3 Nano (Non-reasoning) (FP4) | 262k | Open | 7* | -- | 314 | 1.00 | 2.60 | -- | |
| DeepInfra | Nemotron 3 Nano (Non-reasoning) | 262k | Open | 7* | -- | 91 | 0.68 | 6.16 | -- | |
| DeepInfra | NVIDIA Nemotron Nano 9B V2 (Non-reasoning) | 131k | Open | 7* | -- | 94 | 6.09 | 11.42 | -- | |
| Amazon Bedrock | NVIDIA Nemotron Nano 9B V2 (Non-reasoning) | 131k | Open | 7* | -- | 168 | 1.11 | 4.09 | -- | |
| Sarvam | Sarvam 30B (high) | 64k | Open | 7* | -- | -- | -- | -- | -- | |
| DeepInfra | Llama 4 Scout | 328k | Open | 6 | $0.06 | 36 | 0.77 | 14.59 | -- | |
| Microsoft Azure | Llama 4 Scout | 128k | Open | 6 | $0.12 | 102 | 0.94 | 5.85 | -- | |
| Google | Llama 4 Scout Vertex | 1.31M | Open | 6 | $0.16 | 149 | 0.71 | 4.06 | -- | |
| Cloudflare | Llama 4 Scout | 131k | Open | 6 | $0.17 | -- | -- | -- | -- | |
| Amazon Bedrock | Llama 4 Scout | 128k | Open | 6 | $0.11 | 179 | 0.79 | 3.59 | -- | |
| Novita | Llama 4 Scout | 131k | Open | 6 | $0.11 | 41 | 0.87 | 13.03 | -- | |
 Celeris | Celeris-1 | 131k | Proprietary | 6 | $0.05 | 1,510 | 0.60 | 0.93 | -- | |
| Microsoft Azure | Phi-4 Mini | 128k | Open | 6* | -- | 45 | 0.89 | 12.02 | -- | |
 Replicate | Granite 4.0 H Small | 128k | Open | 6* | -- | 27 | 21.25 | 39.56 | -- | |
| Mistral | Ministral 3 14B | 262k | Open | 6 | $0.14 | 86 | 0.91 | 6.70 | -- | |
| Amazon Bedrock | Ministral 3 14B | 256k | Open | 6 | $0.14 | 239 | 0.90 | 2.99 | -- | |
| Alibaba Cloud | Qwen3 Omni 30B A3B | 65.5k | Open | 6* | -- | 97 | 1.90 | 7.07 | -- | |
| Microsoft Azure | Phi-4 | 16.4k | Open | 6* | -- | 32 | 2.84 | 18.28 | -- | |
| DeepInfra | Phi-4 | 16.4k | Open | 6* | -- | 69 | 0.86 | 8.09 | -- | |
| Amazon Bedrock | Nova Micro | 130k | Proprietary | 6* | -- | 279 | 0.89 | 2.68 | -- | |
| Amazon Bedrock | NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) | 128k | Open | 6* | -- | 202 | 1.11 | 3.59 | -- | |
| DeepInfra | NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) (FP8) | 131k | Open | 6* | -- | 30 | 12.78 | 29.34 | -- | |
| Microsoft Azure | Phi-4 Multimodal | 128k | Open | 6* | -- | 17 | 0.87 | 30.00 | -- | |
 Reka AI | Reka Flash 3 | 54k | Open | 6* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Ministral 3 8B | 256k | Open | 5 | $0.07 | 230 | 1.00 | 3.17 | -- | |
| Mistral | Ministral 3 8B | 262k | Open | 5 | $0.07 | 98 | 0.78 | 5.88 | -- | |
| DeepInfra | Llama 3.2 11B (Vision) | 131k | Open | 5* | -- | 17 | 1.32 | 30.40 | -- | |
| Parasail | Olmo 3 7B | 65.5k | Open | 5* | -- | -- | -- | -- | -- | |
 Public AI |  Apertus 70B Instruct | 64k | Open | 5* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Ministral 3 3B | 256k | Open | 5 | $0.04 | 433 | 0.90 | 2.06 | -- | |
| Mistral | Ministral 3 3B | 131k | Open | 5 | $0.04 | 214 | 0.64 | 2.98 | -- | |
| Liquid AI | LFM2.5-VL-1.6B | 32.8k | Open | 5* | -- | -- | -- | -- | -- | |
| Cohere | Tiny Aya Global | 8.19k | Open | 5* | -- | -- | -- | -- | -- | |
| Public AI | Apertus 8B Instruct | 64k | Open | 5* | -- | -- | -- | -- | -- | |
| Together AI |  Cogito v2.1 | 164k | Open | -- | -- | -- | -- | -- | -- | |