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 Opus 5.5 (max with fallback) | 1M | Proprietary | 58 | $5.98 | 95 | 703.73 | 709.01 | -- | |
 Amazon Bedrock | Claude Opus 5.5 (max with fallback) | 1M | Proprietary | 58 | $5.98 | 69 | 1,104.27 | 1,111.54 | -- | |
 Google | Claude Opus 5.5 (max with fallback) | 1M | Proprietary | 58 | $15.80 | 95 | 687.60 | 692.86 | -- | |
 Microsoft Azure | Claude Opus 5.5 (max with fallback) | 1M | Proprietary | 58 | $6.70 | 95 | 734.99 | 740.25 | -- | |
| Anthropic | Claude Sonnet 5.5 (max with fallback) | 1M | Proprietary | 56 | $7.67 | 125 | 441.91 | 445.91 | -- | |
| Amazon Bedrock | Claude Sonnet 5.5 (max with fallback) | 1M | Proprietary | 56 | -- | 132 | 470.61 | 474.39 | -- | |
| Google | Claude Sonnet 5.5 (max with fallback) | 1M | Proprietary | 56 | -- | 135 | 490.46 | 494.17 | -- | |
| Microsoft Azure | Claude Sonnet 5.5 (max with fallback) | 1M | Proprietary | 56 | $7.19 | 135 | 491.20 | 494.89 | -- | |
| Anthropic | Claude Opus 5.5 (xhigh with fallback) | 1M | Proprietary | 56 | $3.46 | 77 | 136.26 | 142.75 | -- | |
| Anthropic | Claude Opus 5.5 (high with fallback) | 1M | Proprietary | 54 | $1.82 | 73 | 33.37 | 40.22 | -- | |
| Anthropic | Claude Fable 5.1 (max with fallback) | 1M | Proprietary | 53 | $7.63 | 66 | 296.74 | 304.31 | -- | |
| Anthropic | Claude Fable 5.1 (xhigh with fallback) | 1M | Proprietary | 53 | $5.98 | 56 | 70.05 | 79.02 | -- | |
| Microsoft Azure |  GPT-6 Astra (max) | 524k | Proprietary | 53 | $3.19 | 63 | 304.78 | 312.73 | -- | |
| OpenAI | GPT-6 Astra (max) | 1M | Proprietary | 53 | $3.26 | 48 | 410.56 | 421.03 | -- | |
| Amazon Bedrock | GPT-6 Astra (max) | 524k | Proprietary | 53 | $3.26 | 83 | 282.63 | 288.68 | -- | |
| Google | Gemini 4 Argon (high) AI Studio (1M output) | 1M | Proprietary | 53 | $1.99 | -- | -- | -- | -- | |
| OpenAI | GPT-6 Astra (xhigh) | 1M | Proprietary | 52 | $2.31 | 52 | 189.68 | 199.34 | -- | |
| Anthropic | Claude Sonnet 5.5 (xhigh with fallback) | 1M | Proprietary | 52 | $2.75 | 101 | 35.00 | 39.97 | -- | |
| OpenAI | GPT-6.1 Sol (max) | 1M | Proprietary | 52 | $0.72 | 56 | 326.94 | 335.94 | -- | |
| OpenAI | GPT-6.1 Sol (max) | 1M | Proprietary | 52 | -- | -- | -- | -- | -- | |
| Microsoft Azure | GPT-6.1 Sol (max) | 1.05M | Proprietary | 52 | $0.70 | 77 | 306.74 | 313.22 | -- | |
| Anthropic | Claude Opus 5.5 (medium with fallback) | 1M | Proprietary | 51 | $1.34 | 75 | 22.00 | 28.71 | -- | |
| Anthropic | Claude Fable 5.1 (high with fallback) | 1M | Proprietary | 51 | $3.91 | 56 | 24.61 | 33.57 | -- | |
| OpenAI | GPT-6.1 Sol (xhigh) | 1M | Proprietary | 51 | $0.39 | 55 | 133.22 | 142.30 | -- | |
| OpenAI | GPT-6 Astra (high) | 1M | Proprietary | 51 | $1.73 | 50 | 83.11 | 93.07 | -- | |
| OpenAI | GPT-6.1 Sol (high) | 1M | Proprietary | 50 | $0.32 | 52 | 46.35 | 56.00 | -- | |
| OpenAI | GPT-6 Astra (medium) | 1M | Proprietary | 50 | $1.54 | 49 | 4.46 | 14.76 | -- | |
| Anthropic | Claude Fable 5.1 (medium with fallback) | 1M | Proprietary | 49 | $2.98 | 53 | 6.35 | 15.75 | -- | |
 Meta | Muse Spark 1.3 (max) | 1.05M | Proprietary | 48 | $1.60 | 209 | 54.81 | 66.74 | 9.55 | |
| OpenAI | GPT-6.1 Sol (medium) | 1M | Proprietary | 48 | $0.21 | 50 | 6.17 | 16.16 | -- | |
| Anthropic | Claude Fable 5.1 (low with fallback) | 1M | Proprietary | 47 | $2.37 | 54 | 3.87 | 13.06 | -- | |
| Anthropic | Claude Sonnet 5.5 (high with fallback) | 1M | Proprietary | 47 | $1.12 | 99 | 11.94 | 16.98 | -- | |
 SpaceXAI | Grok 4.7 (xhigh) | 500k | Proprietary | 46 | $3.74 | 73 | 35.72 | 42.60 | -- | |
| SpaceXAI | Grok 4.7 (high) | 500k | Proprietary | 46 | $2.73 | 81 | 87.05 | 93.25 | -- | |
 Xiaomi | MiMo-V2.6-Pro | 1M | Open | 46 | $0.13 | 40 | 5.48 | 68.38 | 50.32 | |
 DeepInfra | MiMo-V2.6-Pro | 1M | Open | 46 | $0.96 | 32 | 1.61 | 80.42 | 63.05 | |
 PrimaLabs | MiMo-V2.6-Pro | 1.05M | Open | 46 | $0.14 | 193 | 1.12 | 14.05 | 10.35 | |
 GMI | MiMo-V2.6-Pro (BF16) | 1M | Open | 46 | $0.12 | 48 | 4.92 | 56.64 | 41.38 | |
 Novita | MiMo-V2.6-Pro | 1M | Open | 46 | $0.13 | 38 | 4.27 | 69.87 | 52.49 | |
| Microsoft Azure | GPT-6 Astra (low) | 524k | Proprietary | 46 | $0.79 | 57 | 2.92 | 11.63 | -- | |
| OpenAI | GPT-6 Astra (low) | 1M | Proprietary | 46 | $0.82 | 46 | 2.66 | 13.51 | -- | |
 Alibaba Cloud | Qwen3.8 Max (0902) | 984k | Proprietary | 45 | $5.41 | 38 | 2.74 | 68.21 | 52.37 | |
| Meta | Muse Spark 1.3 (xhigh) | 1.05M | Proprietary | 45 | $1.37 | 252 | 41.62 | 51.55 | 7.95 | |
 Modal |  GLM-5.3 (max) | 1M | Open | 45 | $1.97 | 167 | 0.87 | 15.86 | 11.99 | |
| Zai | GLM-5.3 (max) | 1M | Open | 45 | $2.01 | 79 | 2.70 | 34.22 | 25.21 | |
| DeepInfra | GLM-5.3 (max) | 1.05M | Open | 45 | $0.97 | 64 | 1.37 | 40.16 | 31.03 | |
 Modular | GLM-5.3 (max) | 1.05M | Open | 45 | $2.96 | 183 | 0.69 | 14.32 | 10.90 | |
 Parasail | GLM-5.3 (max) | 1M | Open | 45 | $1.97 | 149 | 1.10 | 17.82 | 13.38 | |
 Together AI | GLM-5.3 (max) | 1.05M | Open | 45 | $1.97 | 174 | 0.59 | 14.97 | 11.50 | |
 Inco | GLM-5.3 (max) (FAST) | 1M | Open | 45 | $4.08 | 437 | 0.86 | 6.58 | 4.58 | |
| Novita | GLM-5.3 (max) | 1M | Open | 45 | $2.00 | 56 | 2.88 | 47.39 | 35.62 | |
 Baseten | GLM-5.3 (max) | 1.05M | Open | 45 | $1.43 | 125 | 2.17 | 22.16 | 15.99 | |
 DigitalOcean | GLM-5.3 (max) | 1.05M | Open | 45 | $1.97 | 54 | 0.87 | 46.83 | 36.77 | |
 Makora | GLM-5.3 (max) | 1.05M | Open | 45 | $1.90 | 158 | 0.82 | 16.64 | 12.65 | |
 Databricks | GLM-5.3 (max) | 1M | Open | 45 | $2.73 | 196 | 1.05 | 13.83 | 10.22 | |
 Wafer | GLM-5.3 (max) | 1M | Open | 45 | $2.01 | 148 | 0.83 | 17.70 | 13.50 | |
| Baseten | GLM-5.3 (max) (FAST) | 1M | Open | 45 | $3.75 | 241 | 0.57 | 10.94 | 8.29 | |
 LithosAI | GLM-5.3 (max) (FP4) | 1.05M | Open | 45 | $2.35 | 443 | 0.60 | 6.24 | 4.51 | |
| LithosAI | GLM-5.3 (max) (FP4 ULTRA CHAT) | 1.05M | Open | 45 | $5.14 | 555 | 0.58 | 5.08 | 3.60 | |
| Inco | GLM-5.3 (max) | 164k | Open | 45 | $2.04 | 137 | 1.90 | 20.19 | 14.63 | |
 Bitdeer AI | GLM-5.3 (max) | 1M | Open | 45 | $4.99 | 137 | 1.56 | 19.80 | 14.60 | |
 Crusoe | GLM-5.3 (max) (FP4) | 786k | Open | 45 | $3.36 | 197 | 0.87 | 13.54 | 10.14 | |
 Supernova | GLM-5.3 (max) (FP4) | 1M | Open | 45 | $1.19 | 256 | 1.74 | 11.52 | 7.82 | |
 FriendliAI | GLM-5.3 (max) | 1M | Open | 45 | $1.81 | 186 | 1.16 | 14.58 | 10.74 | |
| Supernova | GLM-5.3 (max) (FP4, FAST) | 1M | Open | 45 | $5.29 | 574 | 1.34 | 5.69 | 3.49 | |
 Nebius | GLM-5.3 (max) (FP4) | 1M | Open | 45 | $8.68 | 276 | 1.48 | 10.53 | 7.24 | |
| GMI | GLM-5.3 (max) | 1M | Open | 45 | $1.42 | 79 | 3.92 | 35.59 | 25.34 | |
 Multiverse Computing | GLM-5.3 (max) | 1M | Open | 45 | $4.70 | 119 | 1.59 | 22.57 | 16.78 | |
 StepFun | Step 5 Preview | 1M | Proprietary | 44 | $0.72 | 90 | 2.83 | 30.69 | 22.29 | |
| Databricks |  Kimi K3 (max) | 205k | Open | 44 | $1.85 | 123 | 0.90 | 21.14 | 16.20 | |
 Fireworks | Kimi K3 (max) | 1.05M | Open | 44 | $1.91 | 112 | 0.97 | 23.33 | 17.89 | |
| Fireworks | Kimi K3 (max) (FAST) | 1.05M | Open | 44 | $2.72 | 111 | 0.98 | 23.55 | 18.05 | |
| Modal | Kimi K3 (max) | 1.05M | Open | 44 | $3.48 | 93 | 1.25 | 28.25 | 21.60 | |
| Together AI | Kimi K3 (max) | 1.05M | Open | 44 | $2.16 | 74 | 0.99 | 34.58 | 26.87 | |
| DigitalOcean | Kimi K3 (max) | 1.05M | Open | 44 | $1.90 | 42 | 1.19 | 60.03 | 47.07 | |
| Baseten | Kimi K3 (max) | 1.05M | Open | 44 | $2.42 | 135 | 1.29 | 19.84 | 14.84 | |
| Parasail | Kimi K3 (max) | 1.05M | Open | 44 | $4.14 | 144 | 1.24 | 18.60 | 13.89 | |
| Makora | Kimi K3 (max) | 1.05M | Open | 44 | $1.33 | 86 | 1.16 | 30.36 | 23.36 | |
| Nebius | Kimi K3 (max) | 1.05M | Open | 44 | $9.22 | 225 | 1.12 | 12.25 | 8.90 | |
| LithosAI | Kimi K3 (max) (ULTRA CHAT) | 1.05M | Open | 44 | $3.93 | 307 | 0.72 | 8.87 | 6.52 | |
| Inco | Kimi K3 (max) (FAST) | 1.05M | Open | 44 | $3.77 | 312 | 1.63 | 9.65 | 6.41 | |
| Amazon Bedrock | Kimi K3 (max) | 1M | Open | 44 | $1.87 | 141 | 1.73 | 19.43 | 14.16 | |
| Kimi | Kimi K3 (max) | 1.05M | Open | 44 | $2.00 | 42 | 3.54 | 62.80 | 47.41 | |
| LithosAI | Kimi K3 (max) | 1.05M | Open | 44 | $1.69 | 227 | 0.72 | 11.74 | 8.82 | |
| LithosAI | Kimi K3 (max) (FAST) | 1.05M | Open | 44 | $2.81 | 221 | 0.74 | 12.05 | 9.05 | |
| LithosAI | Kimi K3 (max) (ULTRA) | 1.05M | Open | 44 | $3.93 | 228 | 0.75 | 11.71 | 8.77 | |
| Inco | Kimi K3 (max) | 1M | Open | 44 | $1.88 | 93 | 1.49 | 28.51 | 21.61 | |
| Anthropic | Claude Haiku 5.5 (max with fallback) | 1M | Proprietary | 43 | $0.21 | -- | -- | -- | -- | |
| Anthropic | Claude Opus 5.5 (low with fallback) | 1M | Proprietary | 42 | $0.55 | 76 | 8.15 | 14.74 | -- | |
| Amazon Bedrock | Claude Opus 5.5 (low with fallback) | 1M | Proprietary | 42 | $0.55 | 56 | 7.62 | 16.51 | -- | |
| Google | Claude Opus 5.5 (low with fallback) | 1M | Proprietary | 42 | $0.84 | 75 | 6.15 | 12.82 | -- | |
| Microsoft Azure | Claude Opus 5.5 (low with fallback) | 1M | Proprietary | 42 | $0.59 | 70 | 8.19 | 15.34 | -- | |
| SpaceXAI | Grok 4.7 (low) | 500k | Proprietary | 42 | $1.25 | 69 | 5.07 | 12.32 | -- | |
| OpenAI | GPT-6.1 Sol (low) | 1M | Proprietary | 42 | $0.13 | 49 | 3.11 | 13.35 | -- | |
| OpenAI | GPT-5.6 Terra (max) | 1M | Proprietary | 42 | $1.40 | 110 | 122.78 | 127.34 | -- | |
| Amazon Bedrock | GPT-5.6 Terra (max) | 1M | Proprietary | 42 | $1.95 | 128 | 122.97 | 126.88 | -- | |
| Modal | GLM-5.3-Flash | 1M | Open | 42 | $0.88 | 87 | 0.87 | 29.56 | 22.95 | |
| Zai | GLM-5.3-Flash | 1M | Open | 42 | $0.25 | 51 | 3.28 | 52.10 | 39.06 | |
| Baseten | GLM-5.3-Flash | 1.05M | Open | 42 | $0.60 | 203 | 0.58 | 12.92 | 9.87 | |
| Novita | GLM-5.3-Flash | 1.05M | Open | 42 | $0.29 | 40 | 2.13 | 64.45 | 49.86 | |
| DeepInfra | GLM-5.3-Flash | 1M | Open | 42 | $0.34 | 39 | 1.17 | 65.38 | 51.37 | |
 SiliconFlow | GLM-5.3-Flash | 1M | Open | 42 | $0.50 | 55 | 1.47 | 46.78 | 36.25 | |
| Wafer | GLM-5.3-Flash | 1M | Open | 42 | $0.45 | 58 | 0.87 | 44.01 | 34.51 | |
| Together AI | GLM-5.3-Flash | 1.05M | Open | 42 | $0.47 | 108 | 0.62 | 23.69 | 18.45 | |
| Fireworks | GLM-5.3-Flash | 1.05M | Open | 42 | $0.37 | 186 | 1.36 | 14.80 | 10.76 | |
| Databricks | GLM-5.3-Flash | 1M | Open | 42 | $0.28 | 143 | 0.76 | 18.28 | 14.02 | |
| GMI | GLM-5.3-Flash | 1M | Open | 42 | $0.31 | 54 | 4.03 | 50.10 | 36.85 | |
| Parasail | GLM-5.3-Flash | 1M | Open | 42 | $0.67 | 149 | 1.01 | 17.81 | 13.44 | |
| Bitdeer AI | GLM-5.3-Flash | 1M | Open | 42 | $0.14 | 179 | 1.61 | 15.54 | 11.15 | |
| FriendliAI | GLM-5.3-Flash | 1M | Open | 42 | $0.51 | 158 | 0.97 | 16.82 | 12.69 | |
| Nebius | GLM-5.3-Flash | 1.05M | Open | 42 | $1.19 | 138 | 1.65 | 19.77 | 14.49 | |
| DigitalOcean | GLM-5.3-Flash | 1.05M | Open | 42 | $0.42 | 38 | 0.90 | 66.13 | 52.18 | |
 CoreWeave | GLM-5.3-Flash | 1M | Open | 42 | $0.65 | 152 | 1.60 | 17.99 | 13.12 | |
| Crusoe | GLM-5.3-Flash (FP4) | 1.05M | Open | 42 | $0.81 | 142 | 1.14 | 18.73 | 14.07 | |
| Inco | GLM-5.3-Flash (FAST) | 1M | Open | 42 | $0.28 | 703 | 6.45 | 10.00 | 2.84 | |
| LithosAI | GLM-5.3-Flash (FP4) | 1.05M | Open | 42 | $0.29 | 507 | 1.18 | 6.12 | 3.95 | |
| LithosAI | GLM-5.3-Flash (FP4, ULTRA CHAT) | 1.05M | Open | 42 | $0.56 | 807 | 0.43 | 3.52 | 2.48 | |
| PrimaLabs | GLM-5.3-Flash | 1.05M | Open | 42 | $0.44 | 276 | 0.75 | 9.81 | 7.25 | |
| Anthropic | Claude Haiku 5.5 (xhigh with fallback) | 1M | Proprietary | 41 | $0.12 | -- | -- | -- | -- | |
 InclusionAI | Ling 3.1 Flash | 1M | Proprietary | 41 | $0.99 | 211 | 1.76 | 13.59 | 9.46 | |
| Google | Gemini 3.8 Flash (high) AI Studio | 1M | Proprietary | 41 | $1.24 | 129 | 24.33 | 28.21 | -- | |
| Anthropic | Claude Sonnet 5.5 (medium with fallback) | 1M | Proprietary | 41 | $0.59 | 97 | 4.48 | 9.66 | -- | |
| Fireworks | Qwen3.8 2.4T A95B | 262k | Open | 40 | $1.87 | 80 | 1.05 | 32.35 | 25.04 | |
| Together AI | Qwen3.8 2.4T A95B | 262k | Open | 40 | $2.09 | 122 | 1.15 | 21.64 | 16.39 | |
| DeepInfra | Qwen3.8 2.4T A95B | 262k | Open | 40 | $2.89 | 113 | 1.20 | 23.38 | 17.74 | |
| DigitalOcean | Qwen3.8 2.4T A95B | 262k | Open | 40 | $1.81 | 104 | 0.85 | 24.96 | 19.28 | |
| Alibaba Cloud | Qwen3.8 2.4T A95B | 262k | Open | 40 | $2.16 | 38 | 2.77 | 68.81 | 52.84 | |
| Modal | Qwen3.8 2.4T A95B | 1M | Open | 40 | $1.96 | 184 | 0.75 | 14.34 | 10.87 | |
| Alibaba Cloud | Qwen3.8-Flash-Next | 1M | Open | 40 | $0.37 | 56 | 2.53 | 47.05 | 35.61 | |
| Google | Gemini 3.8 Flash (medium) AI Studio | 1M | Proprietary | 40 | $0.93 | -- | -- | -- | -- | |
| Nebius |  DeepSeek V4.1 Flash (max) | 1.05M | Open | 39 | $3.13 | 365 | 1.33 | 8.18 | 5.48 | |
| LithosAI | DeepSeek V4.1 Flash (max) (FAST) | 1.05M | Open | 39 | $0.27 | 583 | 1.88 | 6.17 | 3.43 | |
| LithosAI | DeepSeek V4.1 Flash (max) (ULTRA) | 1.05M | Open | 39 | $0.38 | 577 | 1.64 | 5.97 | 3.47 | |
| LithosAI | DeepSeek V4.1 Flash (max) (ULTRA CHAT) | 1.05M | Open | 39 | $0.38 | 850 | 0.59 | 3.53 | 2.35 | |
| CoreWeave | DeepSeek V4.1 Flash (max) | 1M | Open | 39 | $1.03 | 216 | 0.87 | 12.45 | 9.27 | |
| Modal | DeepSeek V4.1 Flash (max) | 1M | Open | 39 | $0.52 | 227 | 0.64 | 11.67 | 8.82 | |
| DeepSeek | DeepSeek V4.1 Flash (max) | 1M | Open | 39 | $0.27 | 216 | 1.17 | 12.74 | 9.25 | |
| SiliconFlow | DeepSeek V4.1 Flash (max) | 1M | Open | 39 | $0.86 | 152 | 2.05 | 18.49 | 13.15 | |
| Bitdeer AI | DeepSeek V4.1 Flash (max) | 1M | Open | 39 | $0.44 | 135 | 2.18 | 20.75 | 14.85 | |
| Novita | DeepSeek V4.1 Flash (max) | 524k | Open | 39 | $0.24 | 166 | 1.87 | 16.91 | 12.03 | |
| DeepInfra | DeepSeek V4.1 Flash (max) | 1M | Open | 39 | $0.44 | 90 | 0.81 | 28.48 | 22.14 | |
| GMI | DeepSeek V4.1 Flash (max) | 1M | Open | 39 | $0.38 | 161 | 2.14 | 17.62 | 12.38 | |
| Parasail | DeepSeek V4.1 Flash (max) | 1.05M | Open | 39 | $0.28 | 215 | 0.87 | 12.49 | 9.30 | |
| Baseten | DeepSeek V4.1 Flash (max) | 1M | Open | 39 | $1.21 | 304 | 0.67 | 8.89 | 6.58 | |
| Wafer | DeepSeek V4.1 Flash (max) | 1.05M | Open | 39 | $0.57 | 95 | 0.79 | 27.12 | 21.07 | |
| Databricks | DeepSeek V4.1 Flash (max) | 1M | Open | 39 | $0.34 | 99 | 1.37 | 26.60 | 20.18 | |
| DigitalOcean | DeepSeek V4.1 Flash (max) | 1M | Open | 39 | $1.75 | 73 | 0.76 | 35.03 | 27.42 | |
| Together AI | DeepSeek V4.1 Flash (max) | 1.05M | Open | 39 | $0.32 | 280 | 0.33 | 9.25 | 7.14 | |
| Inco | DeepSeek V4.1 Flash (max) (FAST) | 1.05M | Open | 39 | $0.49 | 802 | 1.47 | 4.59 | 2.49 | |
| LithosAI | DeepSeek V4.1 Flash (max) | 1.05M | Open | 39 | $0.16 | 345 | 1.86 | 9.11 | 5.80 | |
| Makora | DeepSeek V4.1 Flash (max) | 1.05M | Open | 39 | $1.11 | 262 | 0.66 | 10.20 | 7.64 | |
 Mistral | Mistral Large 4 Preview | 524k | Proprietary | 38 | $1.13 | 116 | 1.46 | 23.00 | 17.23 | |
| OpenAI | GPT-6 Luna (max) | 1M | Proprietary | 38 | $0.07 | 128 | 106.02 | 109.93 | -- | |
| Microsoft Azure | GPT-6 Luna (max) | 524k | Proprietary | 38 | -- | 194 | 65.40 | 67.97 | -- | |
| OpenAI | GPT-5.6 Terra (xhigh) | 1M | Proprietary | 38 | $0.63 | 102 | 18.51 | 23.43 | -- | |
| Microsoft Azure | GPT-5.6 Terra (xhigh) | 524k | Proprietary | 38 | $0.67 | 121 | 11.37 | 15.52 | -- | |
| Xiaomi | MiMo-V2.6-Flash | 1M | Open | 38 | $0.06 | 58 | 5.47 | 48.75 | 34.62 | |
| DeepInfra | MiMo-V2.6-Flash | 1M | Open | 38 | $0.42 | 35 | 1.36 | 72.44 | 56.86 | |
| Novita | MiMo-V2.6-Flash | 1M | Open | 38 | $0.06 | 49 | 4.35 | 55.70 | 41.08 | |
| GMI | MiMo-V2.6-Flash (BF16) | 524k | Open | 38 | $0.06 | 51 | 4.02 | 53.00 | 39.19 | |
| Anthropic | Claude Haiku 5.5 (high with fallback) | 1M | Proprietary | 38 | $0.08 | -- | -- | -- | -- | |
| DeepSeek | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 36 | $0.67 | 99 | 1.65 | 26.88 | 20.19 | |
| GMI | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 36 | $1.76 | 69 | 3.60 | 39.87 | 29.02 | |
| SiliconFlow | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 36 | $1.45 | 88 | 1.70 | 30.01 | 22.65 | |
| Fireworks | DeepSeek V4 Pro 0813 (max) | 1M | Open | 36 | $0.60 | -- | -- | -- | -- | |
| Baseten | DeepSeek V4 Pro 0813 (max) | 1M | Open | 36 | $5.51 | 96 | 0.68 | 26.82 | 20.91 | |
| Crusoe | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 36 | $1.65 | 193 | 1.64 | 14.58 | 10.35 | |
| DeepInfra | DeepSeek V4 Pro 0813 (max) | 1M | Open | 36 | $1.00 | 45 | 1.20 | 56.24 | 44.03 | |
| Novita | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 36 | $0.70 | 75 | 2.46 | 35.74 | 26.62 | |
| DigitalOcean | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 36 | $1.61 | 50 | 0.84 | 50.47 | 39.70 | |
 Systalyze | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 36 | $0.51 | 278 | 1.50 | 10.50 | 7.20 | |
| Nebius | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 36 | $8.43 | 171 | 2.04 | 16.65 | 11.69 | |
| Anthropic | Claude Sonnet 5.5 (low with fallback) | 1M | Proprietary | 36 | $0.42 | 101 | 1.05 | 6.02 | -- | |
| Amazon Bedrock | Claude Sonnet 5.5 (low with fallback) | 1M | Proprietary | 36 | -- | 102 | 1.35 | 6.23 | -- | |
| Google | Claude Sonnet 5.5 (low with fallback) | 1M | Proprietary | 36 | -- | 103 | 1.39 | 6.24 | -- | |
| Microsoft Azure | Claude Sonnet 5.5 (low with fallback) | 1M | Proprietary | 36 | $0.40 | 92 | 1.26 | 6.68 | -- | |
| DeepInfra | DeepSeek V4 Flash Vision (max) | 1M | Proprietary | 35 | $0.51 | 129 | 1.12 | 20.48 | 15.49 | |
| DeepSeek | DeepSeek V4 Flash Vision (max) | 1M | Proprietary | 35 | $0.31 | 221 | 1.02 | 12.33 | 9.05 | |
| Fireworks | DeepSeek V4 Flash Vision (max) | 1M | Proprietary | 35 | $0.12 | -- | -- | -- | -- | |
| GMI | DeepSeek V4 Flash Vision (max) | 1M | Proprietary | 35 | $0.28 | 218 | 2.44 | 13.89 | 9.16 | |
| SiliconFlow | DeepSeek V4 Flash Vision (max) | 1M | Proprietary | 35 | $2.51 | 216 | 1.52 | 13.11 | 9.27 | |
| OpenAI | GPT-6 Luna (xhigh) | 1M | Proprietary | 35 | $0.04 | 115 | 25.15 | 29.49 | -- | |
| Anthropic | Claude Haiku 5.5 (medium with fallback) | 1M | Proprietary | 34 | $0.05 | -- | -- | -- | -- | |
| Zai | GLM-5.3 (low) | 1M | Open | 34 | $0.85 | 80 | 2.94 | 34.29 | 25.08 | |
| Supernova | GLM-5.3 (low) (FP4) | 1M | Open | 34 | $0.50 | 226 | 1.82 | 12.85 | 8.83 | |
| Supernova | GLM-5.3 (low) (FP4, FAST) | 1M | Open | 34 | $2.24 | 595 | 1.35 | 5.55 | 3.36 | |
| Bitdeer AI | GLM-5.3 (low) | 1M | Open | 34 | $2.11 | 132 | 1.42 | 20.43 | 15.21 | |
| DigitalOcean | GLM-5.3 (low) | 1.05M | Open | 34 | $0.84 | 57 | 0.82 | 44.52 | 34.96 | |
| OpenAI | GPT-5.6 Terra (high) | 1M | Proprietary | 34 | $0.34 | 92 | 2.73 | 8.19 | -- | |
| Microsoft Azure | GPT-5.6 Terra (high) | 524k | Proprietary | 34 | $0.35 | 116 | 2.41 | 6.73 | -- | |
| DeepInfra | Qwen3.8 27B (xhigh) | 262k | Open | 34 | $0.52 | 36 | 0.96 | 71.35 | 56.31 | |
| CoreWeave | Qwen3.8 27B (xhigh) (FP8) | 262k | Open | 34 | $0.92 | 62 | 1.67 | 41.74 | 32.06 | |
| Alibaba Cloud | Qwen3.8 27B (xhigh) | 1M | Open | 34 | $1.01 | 47 | 3.85 | 56.68 | 42.27 | |
| Parasail | Qwen3.8 27B (xhigh) (FP8) | 262k | Open | 34 | $0.60 | 69 | 1.27 | 37.54 | 29.01 | |
| Multiverse Computing | Qwen3.8 27B (xhigh) | 262k | Open | 34 | $1.98 | 196 | 0.86 | 13.65 | 10.23 | |
| Wafer | Qwen3.8 27B (xhigh) | 262k | Open | 34 | $0.41 | 70 | 1.25 | 36.78 | 28.42 | |
| Crusoe | Qwen3.8 27B (xhigh) | 262k | Open | 34 | $0.84 | 205 | 0.93 | 13.14 | 9.77 | |
| Modular | Qwen3.8 27B (xhigh) (NVFP4) | 262k | Open | 34 | -- | 211 | 0.60 | 12.42 | 9.46 | |
| Google | Gemini 3.8 Flash (low) AI Studio | 1M | Proprietary | 33 | -- | -- | -- | -- | -- | |
| OpenAI | GPT-6 Luna (high) | 1M | Proprietary | 33 | $0.03 | 112 | 11.23 | 15.69 | -- | |
| Microsoft Azure | GPT-6 Luna (high) | 524k | Proprietary | 33 | $0.03 | 190 | 7.57 | 10.20 | -- | |
| OpenAI | GPT-5.3 Codex (xhigh) | 400k | Proprietary | 33* | -- | 87 | 71.52 | 77.26 | -- | |
 Institute of Foundation Models | K2 Horizon 375B A23B | 524k | Open | 31 | $0.00 | 118 | 21.64 | 42.76 | 16.89 | |
| OpenAI | GPT-5.6 Terra (medium) | 1M | Proprietary | 30 | $0.18 | 94 | 1.76 | 7.09 | -- | |
| Kimi | Kimi K3 (low) | 1.05M | Open | 30 | $1.15 | 41 | 3.74 | 64.88 | 48.91 | |
| Baseten | Kimi K3 (low) | 1M | Open | 30 | $1.41 | 152 | 1.02 | 17.42 | 13.12 | |
| Databricks | Kimi K3 (low) | 1M | Open | 30 | $0.88 | 123 | 1.27 | 21.57 | 16.24 | |
| Nebius | Kimi K3 (low) | 1.05M | Open | 30 | $5.77 | 202 | 1.09 | 13.45 | 9.89 | |
| DigitalOcean | Kimi K3 (low) | 1M | Open | 30 | $0.92 | 43 | 1.16 | 59.43 | 46.62 | |
| OpenAI | GPT-6 Luna (medium) | 1M | Proprietary | 30 | $0.02 | -- | -- | -- | -- | |
| Google | Gemini 3.1 Pro Preview (AI Studio) | 1M | Proprietary | 30 | $1.30 | 122 | 23.40 | 27.51 | -- | |
| Google | Gemini 3.1 Pro Preview (Vertex) | 1M | Proprietary | 30 | $1.31 | 98 | 24.41 | 29.50 | -- | |
| Anthropic | Claude Haiku 5.5 (low with fallback) | 1M | Proprietary | 29 | $0.02 | -- | -- | -- | -- | |
| Parasail |  MiniMax-M3 (MXFP8) | 1M | Open | 29 | $0.46 | 151 | 1.15 | 17.69 | 13.23 | |
| CoreWeave | MiniMax-M3 (NVFP4) | 262k | Open | 29 | -- | 74 | 1.53 | 35.25 | 26.98 | |
| Together AI | MiniMax-M3 | 1M | Open | 29 | $0.58 | 46 | 0.80 | 54.90 | 43.28 | |
| Novita | MiniMax-M3 | 1M | Open | 29 | $0.46 | 79 | 3.37 | 34.94 | 25.26 | |
| Inco | MiniMax-M3 (FAST) | 1.05M | Open | 29 | $1.09 | 427 | 1.62 | 7.47 | 4.68 | |
| Modular | MiniMax-M3 | 1M | Open | 29 | $0.46 | 203 | 1.54 | 13.83 | 9.83 | |
| Nebius | MiniMax-M3 (FP8) | 1.05M | Open | 29 | $1.91 | 318 | 1.47 | 9.34 | 6.30 | |
| SiliconFlow | MiniMax-M3 (FP8) | 1M | Open | 29 | $0.45 | 84 | 2.91 | 32.52 | 23.69 | |
| MiniMax | MiniMax-M3 | 512k | Open | 29 | $0.51 | 94 | 2.59 | 29.21 | 21.29 | |
| DeepInfra | MiniMax-M3 | 524k | Open | 29 | $0.44 | 25 | 0.99 | 101.14 | 80.12 | |
| GMI | MiniMax-M3 | 1.05M | Open | 29 | -- | -- | -- | -- | -- | |
 SambaNova | MiniMax-M3 | 1.05M | Open | 29 | $3.83 | 125 | 3.53 | 23.52 | 16.00 | |
| Fireworks | MiniMax-M3 | 524k | Open | 29 | $0.50 | 149 | 0.90 | 17.72 | 13.45 | |
| Inco | MiniMax-M3 | 1.05M | Open | 29 | $0.54 | 86 | 2.77 | 31.76 | 23.19 | |
 Upstage | Solar Pro 4 | 512k | Proprietary | 28* | -- | 115 | 2.05 | 23.73 | 17.34 | |
| Alibaba Cloud | Qwen3.8 27B (medium) | 1M | Open | 28 | $1.13 | 54 | 3.76 | 49.72 | 36.77 | |
| OpenAI | GPT-5.6 Terra (low) | 1M | Proprietary | 27 | $0.14 | 90 | 1.55 | 7.08 | -- | |
| Multiverse Computing | Quasar 438B (max) | 1M | Proprietary | 27 | $2.02 | 126 | 1.29 | 21.14 | 15.88 | |
 Apodex | Apodex 1.1 | 256k | Proprietary | 26 | $0.46 | -- | -- | -- | -- | |
| Alibaba Cloud | Qwen3.8 27B (low) | 1M | Open | 26 | $1.05 | 53 | 3.72 | 50.49 | 37.41 | |
| OpenAI | GPT-5.5 Instant (June 2026) | 400k | Proprietary | 26 | $0.69 | 127 | 0.90 | 20.53 | 15.71 | |
| Nebius | Kimi K2.7 Code (FP4) | 256k | Open | 26 | $1.89 | 231 | 1.39 | 13.18 | 9.63 | |
| GMI | Kimi K2.7 Code (FP8) | 65.5k | Open | 26 | $1.37 | 92 | 4.91 | 34.66 | 24.31 | |
| CoreWeave | Kimi K2.7 Code | 262k | Open | 26 | $0.83 | 294 | 0.96 | 10.23 | 7.57 | |
| Baseten | Kimi K2.7 Code | 262k | Open | 26 | $0.65 | -- | -- | -- | -- | |
| Novita | Kimi K2.7 Code | 262k | Open | 26 | $0.55 | 97 | 3.26 | 31.53 | 23.09 | |
| DeepInfra | Kimi K2.7 Code | 262k | Open | 26 | $0.39 | 68 | 1.23 | 41.61 | 32.98 | |
| Fireworks | Kimi K2.7 Code | 262k | Open | 26 | $0.52 | -- | -- | -- | -- | |
| Kimi | Kimi K2.7 Code | 256k | Open | 26 | $0.54 | 82 | 2.91 | 36.06 | 27.07 | |
| DeepInfra |  Inkling Small | 524k | Open | 26 | -- | 145 | 0.85 | 18.08 | 13.78 | |
| Baseten | Inkling Small | 262k | Open | 26 | $0.12 | -- | -- | -- | -- | |
| Thinking Machines | Inkling Small | 256k | Open | 26 | $0.09 | 205 | 2.24 | 14.46 | 9.78 | |
| SiliconFlow |  Hy3 (FP8) | 256k | Open | 25 | $0.07 | 83 | 2.89 | 33.05 | 24.13 | |
| Novita | Hy3 | 262k | Open | 25 | $0.07 | 92 | 3.31 | 30.42 | 21.69 | |
| DeepInfra | Hy3 (FP8) | 262k | Open | 25 | $0.07 | 50 | 1.02 | 51.18 | 40.13 | |
| GMI | Hy3 | 262k | Open | 25 | $0.07 | 88 | 3.39 | 31.80 | 22.73 | |
| Alibaba Cloud | Qwen3.7 Plus | 1M | Proprietary | 25 | $0.22 | 55 | 2.25 | 48.03 | 36.62 | |
| DeepInfra | Inkling (xhigh) (FP8) | 131k | Open | 25 | -- | 76 | 0.73 | 33.84 | 26.48 | |
| Baseten | Inkling (xhigh) | 262k | Open | 25 | $0.72 | -- | -- | -- | -- | |
| Together AI | Inkling (xhigh) | 524k | Open | 25 | $0.91 | 88 | 0.74 | 29.08 | 22.67 | |
| Modal | Inkling (xhigh) (NVFP4) | 1.05M | Open | 25 | $0.86 | 179 | 0.99 | 14.94 | 11.16 | |
| Thinking Machines | Inkling (xhigh) | 262k | Open | 25 | -- | 157 | 1.91 | 17.80 | 12.72 | |
| Databricks | Inkling (xhigh) | 1M | Open | 25 | $0.61 | 214 | 1.33 | 13.02 | 9.36 | |
| DeepSeek | DeepSeek V4.1 Flash (non-reasoning) | 1M | Open | 25 | $0.15 | 219 | 1.06 | 3.35 | -- | |
| Modal | DeepSeek V4.1 Flash (non-reasoning) | 1M | Open | 25 | $0.33 | 281 | 0.65 | 2.43 | -- | |
| LithosAI | DeepSeek V4.1 Flash (non-reasoning) (FAST) | 1.05M | Open | 25 | $0.16 | 533 | 1.70 | 2.64 | -- | |
| LithosAI | DeepSeek V4.1 Flash (non-reasoning) (ULTRA) | 1.05M | Open | 25 | $0.22 | 555 | 1.24 | 2.15 | -- | |
| LithosAI | DeepSeek V4.1 Flash (non-reasoning) (ULTRA CHAT) | 1.05M | Open | 25 | $0.22 | 869 | 0.90 | 1.48 | -- | |
| CoreWeave | DeepSeek V4.1 Flash (non-reasoning) | 1M | Open | 25 | $0.70 | 224 | 0.90 | 3.13 | -- | |
| Bitdeer AI | DeepSeek V4.1 Flash (non-reasoning) | 1M | Open | 25 | $0.27 | 155 | 2.05 | 5.27 | -- | |
| DigitalOcean | DeepSeek V4.1 Flash (non-reasoning) | 1.05M | Open | 25 | $1.20 | 73 | 0.77 | 7.67 | -- | |
| InclusionAI | Ling-3.0-flash-VL | 262k | Open | 25 | -- | 145 | 2.06 | 19.29 | 13.79 | |
| Upstage | Solar Mini 4 | 524k | Proprietary | 24 | $0.36 | 82 | 1.82 | 32.49 | 24.54 | |
| CoreWeave |  Nemotron 3 Ultra | 262k | Open | 23 | $0.51 | 293 | 0.95 | 10.40 | 7.75 | |
| GMI | Nemotron 3 Ultra | 262k | Open | 23 | -- | -- | -- | -- | -- | |
| DeepInfra | Nemotron 3 Ultra | 262k | Open | 23 | $0.39 | 47 | 1.58 | 60.95 | 48.67 | |
| DeepInfra | Nemotron 3 Ultra BF16 | 262k | Open | 23 | $0.99 | 43 | 1.45 | 65.72 | 52.70 | |
| Nebius | Nemotron 3 Ultra | 256k | Open | 23 | $1.16 | 303 | 2.02 | 11.18 | 7.51 | |
 Blackbox AI | Nemotron 3 Ultra | 262k | Open | 23 | $0.37 | -- | -- | -- | -- | |
| Fireworks | Nemotron 3 Ultra | 262k | Open | 23 | $0.32 | 139 | 0.71 | 20.69 | 16.38 | |
| InclusionAI | Ling-3.0-flash-Fin | 262k | Open | 23 | -- | 322 | 1.70 | 9.47 | 6.21 | |
| Google | Gemini 3.5 Flash-Lite AI Studio | 1M | Proprietary | 22 | $0.19 | 349 | 8.75 | 10.18 | -- | |
 AI9Stars | G9v3-39A5B | 131k | Open | 22* | -- | -- | -- | -- | -- | |
 StreamLake |  KAT-Coder-Pro V2 | 256k | Proprietary | 22* | -- | -- | -- | -- | -- | |
| OpenAI | GPT-6 Luna (low) | 1M | Proprietary | 22 | $0.0045 | 121 | 2.40 | 6.53 | -- | |
| DeepInfra | Qwen3.5 397B A17B (non-reasoning) (FP8) | 262k | Open | 21* | -- | 38 | 1.13 | 14.45 | -- | |
| Alibaba Cloud | Qwen3.5 397B A17B (non-reasoning) | 262k | Open | 21* | -- | 88 | 2.30 | 8.01 | -- | |
| Nebius | Qwen3.5 397B A17B (non-reasoning) (Base, FP4) | 262k | Open | 21* | -- | 135 | 1.61 | 5.30 | -- | |
| DigitalOcean | Qwen3.5 397B A17B (non-reasoning) | 131k | Open | 21* | -- | 9 | 1.65 | 60.34 | -- | |
| Novita | Qwen3.5 397B A17B (non-reasoning) | 262k | Open | 21* | -- | 85 | 1.74 | 7.59 | -- | |
| OpenAI | GPT-5.6 Terra (non-reasoning) | 1M | Proprietary | 21 | $0.14 | 92 | 0.75 | 6.18 | -- | |
| Amazon Bedrock | GPT-5.6 Terra (non-reasoning) | 1M | Proprietary | 21 | $0.19 | 110 | 0.67 | 5.22 | -- | |
| Alibaba Cloud | Qwen3.5 Omni Plus | 256k | Proprietary | 20* | -- | 101 | 2.03 | 7.01 | -- | |
| Systalyze | DeepSeek V4 Pro 0813 (non-reasoning) | 1.05M | Open | 20 | $0.26 | 263 | 1.49 | 3.39 | -- | |
| DeepSeek | DeepSeek V4 Pro 0813 (non-reasoning) | 1M | Open | 20 | $0.36 | 93 | 1.56 | 6.93 | -- | |
| Nebius | DeepSeek V4 Pro 0813 (non-reasoning) | 1.05M | Open | 20 | $4.28 | 161 | 2.06 | 5.17 | -- | |
| DigitalOcean | DeepSeek V4 Pro 0813 (non-reasoning) | 1.05M | Open | 20 | $0.43 | 53 | 0.84 | 10.35 | -- | |
| Microsoft Azure | o3 | 200k | Proprietary | 20* | -- | 122 | 25.60 | 29.71 | -- | |
| OpenAI | o3 | 200k | Proprietary | 20* | -- | -- | -- | -- | -- | |
| OpenAI | o3 | 200k | Proprietary | 20* | -- | 124 | 6.83 | 10.87 | -- | |
| Alibaba Cloud | Qwen3.8 27B (non-reasoning) | 1M | Open | 20 | $2.49 | 54 | 3.67 | 12.97 | -- | |
| Multiverse Computing | Qwen3.8 27B (non-reasoning) | 262k | Open | 20 | $5.69 | 214 | 0.88 | 3.21 | -- | |
| Wafer | Qwen3.8 27B (non-reasoning) | 262k | Open | 20 | $0.79 | 75 | 1.25 | 7.88 | -- | |
| Crusoe | Qwen3.8 27B (non-reasoning) | 262k | Open | 20 | $2.18 | 225 | 0.90 | 3.12 | -- | |
| Modular | Qwen3.8 27B (non-reasoning) (NVFP4) | 262k | Open | 20 | -- | 251 | 0.63 | 2.62 | -- | |
| DeepInfra | Ling 3.0 Flash | 131k | Open | 20 | $0.02 | 54 | 0.64 | 47.35 | 37.37 | |
| InclusionAI | Ling 3.0 Flash | 262k | Open | 20 | -- | 332 | 2.52 | 10.06 | 6.03 | |
 LongCat | LongCat 2.0 | 1M | Open | 19 | $0.06 | -- | -- | -- | -- | |
| SiliconFlow | LongCat 2.0 (FP8) | 262k | Open | 19 | $0.15 | 72 | 2.52 | 37.32 | 27.84 | |
| OpenAI | GPT-6 Luna (non-reasoning) | 1M | Proprietary | 18 | $0.01 | 120 | 0.76 | 4.93 | -- | |
| Microsoft Azure | GPT-6 Luna (non-reasoning) | 524k | Proprietary | 18 | $0.01 | 169 | 1.25 | 4.21 | -- | |
| Alibaba Cloud | Qwen3.5 397B A17B | 262k | Open | 18 | $0.47 | 90 | 2.22 | 43.12 | 35.36 | |
| Parasail | Qwen3.5 397B A17B | 262k | Open | 18 | $0.29 | 78 | 1.40 | 48.67 | 40.85 | |
| DeepInfra | Qwen3.5 397B A17B (FP8) | 262k | Open | 18 | -- | 40 | 1.07 | 93.01 | 79.47 | |
| GMI | Qwen3.5 397B A17B (FP8) | 262k | Open | 18 | $0.47 | -- | -- | -- | -- | |
| Nebius | Qwen3.5 397B A17B (Base, FP4) | 262k | Open | 18 | $0.47 | 134 | 1.63 | 29.19 | 23.81 | |
| Novita | Qwen3.5 397B A17B | 262k | Open | 18 | $0.47 | 89 | 1.64 | 43.18 | 35.91 | |
| DigitalOcean | Qwen3.5 397B A17B | 131k | Open | 18 | $0.17 | 13 | 1.39 | 284.86 | 245.01 | |
| Alibaba Cloud | Qwen3.6 35B A3B | 229k | Open | 18 | $0.48 | 134 | 2.02 | 46.14 | 40.38 | |
| SiliconFlow | Qwen3.6 35B A3B (FP8) | 262k | Open | 18 | $0.32 | 97 | 1.86 | 62.54 | 55.53 | |
| DeepInfra | Qwen3.6 35B A3B (FP8) | 262k | Open | 18 | $0.14 | 114 | 0.79 | 52.30 | 47.14 | |
| CoreWeave | Qwen3.6 35B A3B (FP8) | 262k | Open | 18 | $0.31 | 171 | 0.97 | 35.43 | 31.53 | |
| GMI | Qwen3.6 35B A3B FP8 | 262k | Open | 18 | $0.31 | -- | -- | -- | -- | |
| Parasail | Qwen3.6 35B A3B | 262k | Open | 18 | $0.12 | 99 | 1.17 | 60.61 | 54.41 | |
| Novita | Qwen3.6 35B A3B | 205k | Open | 18 | $0.31 | 128 | 1.43 | 47.56 | 42.22 | |
 Scaleway | Qwen3.6 35B A3B | 262k | Open | 18 | $0.37 | 81 | 1.23 | 73.94 | 66.54 | |
| DeepInfra | Qwen3.5 122B A10B (non-reasoning) (FP4) | 262k | Open | 18* | -- | 31 | 1.32 | 17.70 | -- | |
| Alibaba Cloud | Qwen3.5 122B A10B (non-reasoning) | 262k | Open | 18* | -- | 144 | 2.29 | 5.76 | -- | |
| Together AI | Muse Glimmer (high) | 131k | Open | 17 | $0.08 | 71 | 0.95 | 36.36 | 28.32 | |
| DeepInfra | Muse Glimmer (high) | 131k | Open | 17 | $0.05 | 56 | 4.10 | 48.81 | 35.78 | |
| Systalyze | Muse Glimmer (high) | 131k | Open | 17 | $0.03 | 167 | 1.54 | 16.52 | 11.98 | |
| Fireworks | Muse Glimmer (high) | 131k | Open | 17 | $0.06 | -- | -- | -- | -- | |
| Amazon Bedrock | Claude 4.5 Haiku | 200k | Proprietary | 17 | $0.34 | 126 | 11.56 | 15.51 | -- | |
| Google | Claude 4.5 Haiku Vertex | 200k | Proprietary | 17 | $0.24 | 96 | 20.99 | 26.19 | -- | |
| Anthropic | Claude 4.5 Haiku | 200k | Proprietary | 17 | $0.28 | 99 | 14.45 | 19.50 | -- | |
| Microsoft Azure | Claude 4.5 Haiku | 200k | Proprietary | 17 | $0.22 | 95 | 15.77 | 21.04 | -- | |
| Novita | Gemma 4 26B A4B | 262k | Open | 17* | -- | 151 | 1.53 | 18.14 | 13.29 | |
| Google | Gemma 4 26B A4B AI Studio | 262k | Open | 17* | -- | 47 | 0.97 | 54.71 | 42.99 | |
| Systalyze | Gemma 4 26B A4B | 131k | Open | 17* | -- | 481 | 1.05 | 6.26 | 4.16 | |
| CoreWeave | Gemma 4 26B A4B | 262k | Open | 17* | -- | 80 | 0.67 | 31.98 | 25.04 | |
 Cloudflare | Gemma 4 26B A4B | 256k | Open | 17* | -- | -- | -- | -- | -- | |
| DeepInfra | Gemma 4 26B A4B (FP8) | 262k | Open | 17* | -- | 30 | 0.88 | 84.58 | 66.96 | |
| Parasail | Gemma 4 26B A4B | 256k | Open | 17* | -- | 55 | 1.66 | 47.28 | 36.49 | |
| GMI | Gemma 4 26B A4B (FP8) | 1.05M | Open | 17* | -- | -- | -- | -- | -- | |
| Makora | Gemma 4 26B A4B | 1M | Open | 17* | -- | 285 | 0.69 | 9.45 | 7.01 | |
| InclusionAI | Ring-2.6-1T | 262k | Open | 17 | $0.29 | 111 | 3.82 | 26.39 | 18.05 | |
| SiliconFlow | Qwen3.5 122B A10B (FP8) | 262k | Open | 16 | $0.21 | 55 | 1.73 | 46.98 | 36.20 | |
| DeepInfra | Qwen3.5 122B A10B (FP4) | 262k | Open | 16 | $0.24 | 40 | 1.20 | 64.35 | 50.52 | |
| Alibaba Cloud | Qwen3.5 122B A10B | 262k | Open | 16 | $0.32 | 130 | 2.33 | 21.62 | 15.43 | |
| GMI | Qwen3.5 122B A10B (FP8) | 262k | Open | 16 | $0.32 | -- | -- | -- | -- | |
| Novita | Qwen3.5 122B A10B | 262k | Open | 16 | $0.32 | 111 | 1.98 | 24.40 | 17.94 | |
| Amazon Bedrock | Claude 4.5 Haiku (non-reasoning) | 200k | Proprietary | 15* | -- | 101 | 0.79 | 5.74 | -- | |
| Microsoft Azure | Claude 4.5 Haiku (non-reasoning) | 200k | Proprietary | 15* | -- | 85 | 0.93 | 6.78 | -- | |
| Anthropic | Claude 4.5 Haiku (non-reasoning) | 200k | Proprietary | 15* | -- | 90 | 0.59 | 6.14 | -- | |
| Google | Claude 4.5 Haiku (non-reasoning) Vertex | 200k | Proprietary | 15* | -- | 87 | 0.65 | 6.39 | -- | |
| Scaleway | Qwen3.6 35B A3B (non-reasoning) | 262k | Open | 15* | -- | 71 | 1.28 | 8.29 | -- | |
| CoreWeave | Qwen3.6 35B A3B (non-reasoning) (FP8) | 262k | Open | 15* | -- | 177 | 0.97 | 3.80 | -- | |
| DeepInfra | Qwen3.6 35B A3B (non-reasoning) (FP8) | 262k | Open | 15* | -- | 128 | 0.77 | 4.69 | -- | |
| Novita | Qwen3.6 35B A3B (non-reasoning) | 205k | Open | 15* | -- | 149 | 1.66 | 5.01 | -- | |
| GMI | Qwen3.6 35B A3B (non-reasoning) FP8 | 262k | Open | 15* | -- | -- | -- | -- | -- | |
| Parasail | Qwen3.6 35B A3B (non-reasoning) (FP8) | 262k | Open | 15* | -- | 92 | 1.04 | 6.44 | -- | |
| Alibaba Cloud | Qwen3.6 35B A3B (non-reasoning) | 262k | Open | 15* | -- | 146 | 2.07 | 5.49 | -- | |
| DeepInfra |  Granite 4.2 30B | 131k | Open | 15* | -- | 75 | 0.86 | 34.38 | 26.81 | |
| CoreWeave | Gemma 4 31B | 262k | Open | 15 | $0.07 | 50 | 1.88 | 46.89 | 34.94 | |
| Modular | Gemma 4 31B (NVFP4) | 262k | Open | 15 | -- | 131 | 0.47 | 17.57 | 13.28 | |
| GMI | Gemma 4 31B (FP8) | 262k | Open | 15 | $0.10 | -- | -- | -- | -- | |
| Novita | Gemma 4 31B | 262k | Open | 15 | $0.10 | 15 | 4.31 | 151.70 | 114.43 | |
| Google | Gemma 4 31B (AI Studio) | 262k | Open | 15 | $0.00 | 35 | 1.13 | 64.25 | 49.01 | |
| Parasail | Gemma 4 31B | 262k | Open | 15 | $0.07 | 47 | 3.20 | 50.92 | 37.05 | |
| DeepInfra | Gemma 4 31B | 262k | Open | 15 | $0.15 | 14 | 2.83 | 167.38 | 127.75 | |
| Crusoe | Gemma 4 31B | 262k | Open | 15 | $0.10 | 22 | 1.31 | 105.27 | 80.71 | |
| SiliconFlow | Gemma 4 31B (FP8) | 262k | Open | 15 | $0.54 | 39 | 3.78 | 61.58 | 44.88 | |
| SambaNova | Gemma 4 31B | 131k | Open | 15 | $0.28 | 441 | 3.83 | 8.90 | 3.93 | |
| FriendliAI | Gemma 4 31B | 256k | Open | 15 | $0.10 | 123 | 0.97 | 19.11 | 14.08 | |
| DigitalOcean | Gemma 4 31B | 262k | Open | 15 | $0.05 | 42 | 2.11 | 55.40 | 41.38 | |
| Mistral | Mistral Medium 3.5 | 262k | Open | 14 | $0.50 | 169 | 2.24 | 17.01 | 11.81 | |
| SiliconFlow | Gemma 4 12B | 262k | Open | 14* | -- | 116 | 2.43 | 24.06 | 17.30 | |
| Amazon Bedrock | Nova 2.0 Pro Preview (medium) | 256k | Proprietary | 14* | -- | 119 | 11.90 | 32.83 | 16.74 | |
| Modular | Gemma 4 31B (non-reasoning) (NVFP4) | 262k | Open | 14* | -- | 101 | 0.39 | 5.32 | -- | |
| Parasail | Gemma 4 31B (non-reasoning) | 262k | Open | 14* | -- | 50 | 2.41 | 12.47 | -- | |
| FriendliAI | Gemma 4 31B (non-reasoning) | 262k | Open | 14* | -- | 103 | 0.78 | 5.62 | -- | |
| CoreWeave | Gemma 4 31B (non-reasoning) | 262k | Open | 14* | -- | 57 | 1.95 | 10.73 | -- | |
| SiliconFlow | Gemma 4 31B (non-reasoning) (FP8) | 262k | Open | 14* | -- | 39 | 3.51 | 16.33 | -- | |
| SambaNova | Gemma 4 31B (non-reasoning) | 131k | Open | 14* | -- | 202 | 2.90 | 5.37 | -- | |
| Crusoe | Gemma 4 31B (non-reasoning) | 262k | Open | 14* | -- | 22 | 1.00 | 24.06 | -- | |
| Novita | Gemma 4 31B (non-reasoning) | 262k | Open | 14* | -- | 14 | 3.16 | 39.73 | -- | |
| DigitalOcean | Gemma 4 31B (non-reasoning) | 262k | Open | 14* | -- | 46 | 2.06 | 13.04 | -- | |
| DeepInfra | Gemma 4 31B (non-reasoning) (FP8) | 262k | Open | 14* | -- | 13 | 2.24 | 40.98 | -- | |
| Amazon Bedrock | Nova 2.0 Omni (medium) | 1M | Proprietary | 14* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Nova 2.0 Omni (medium) | 1M | Proprietary | 14* | -- | -- | -- | -- | -- | |
| 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* | -- | 187 | 14.82 | 28.19 | 10.70 | |
| Together AI | Qwen3.5 9B (non-reasoning) (FP8) | 262k | Open | 13* | -- | 80 | 0.72 | 7.01 | -- | |
 Cohere | Command A+ | 200k | Open | 13 | $0.00 | 152 | 0.49 | 16.97 | 13.18 | |
| Parasail | Gemma 4 26B A4B (non-reasoning) | 262k | Open | 13* | -- | 69 | 1.79 | 9.04 | -- | |
| Systalyze | Gemma 4 26B A4B (non-reasoning) | 131k | Open | 13* | -- | 518 | 1.01 | 1.98 | -- | |
| GMI | Gemma 4 26B A4B (non-reasoning) (FP8) | 1.05M | Open | 13* | -- | -- | -- | -- | -- | |
| Scaleway | Gemma 4 26B A4B (non-reasoning) | 262k | Open | 13* | -- | 118 | 0.97 | 5.19 | -- | |
| SiliconFlow | Gemma 4 26B A4B (non-reasoning) (FP8) | 262k | Open | 13* | -- | 103 | 2.53 | 7.40 | -- | |
| CoreWeave | Gemma 4 26B A4B (non-reasoning) | 262k | Open | 13* | -- | 79 | 0.75 | 7.07 | -- | |
| DeepInfra | Gemma 4 26B A4B (non-reasoning) (FP8) | 262k | Open | 13* | -- | 25 | 0.77 | 20.52 | -- | |
| Novita | Gemma 4 26B A4B (non-reasoning) | 262k | Open | 13* | -- | 54 | 1.06 | 10.39 | -- | |
| Makora | Gemma 4 26B A4B (non-reasoning) | 1M | Open | 13* | -- | 350 | 0.61 | 2.03 | -- | |
| DeepInfra | Qwen3.5 4B (FP8) | 262k | Open | 13* | -- | 18 | 0.84 | 139.22 | 110.70 | |
| DeepInfra | Nemotron 3.5 Lightning (NVFP4) | 262k | Open | 13 | $0.09 | 289 | 0.55 | 9.21 | 6.92 | |
| Nebius | Nemotron 3.5 Lightning (BF16) | 1.05M | Open | 13 | $0.09 | 264 | 0.97 | 10.44 | 7.57 | |
| CoreWeave | Nemotron 3.5 Lightning (BF16) | 262k | Open | 13 | $0.10 | 386 | 0.57 | 7.05 | 5.19 | |
| Fireworks | Nemotron 3.5 Lightning (BF16) | 262k | Open | 13 | $0.02 | 457 | 0.48 | 5.95 | 4.38 | |
| Crusoe | Nemotron 3.5 Lightning (BF16) | 262k | Open | 13 | $0.08 | 297 | 0.46 | 8.87 | 6.73 | |
| Crusoe | Nemotron 3 Super (FP8) | 262k | Open | 13 | $1.14 | 152 | 0.58 | 17.03 | 13.16 | |
| Nebius | Nemotron 3 Super | 256k | Open | 13 | $1.64 | 184 | 1.40 | 14.97 | 10.86 | |
| DeepInfra | Nemotron 3 Super | 262k | Open | 13 | $0.48 | 60 | 15.04 | 57.01 | 33.57 | |
| Amazon Bedrock | Nova 2.0 Pro Preview (low) | 256k | Proprietary | 13* | -- | 117 | 7.79 | 29.12 | 17.07 | |
| Amazon Bedrock | Nova 2.0 Lite (medium) | 1M | Proprietary | 12* | -- | 184 | 17.40 | 30.99 | 10.87 | |
| Alibaba Cloud | Qwen3.5 Omni Flash | 256k | Proprietary | 12* | -- | 220 | 1.81 | 4.08 | -- | |
 Inception | Mercury 2.5 | 256k | Proprietary | 12 | $0.12 | 618 | 3.21 | 4.02 | -- | |
| Amazon Bedrock | Nova 2.0 Lite (low) | 1M | Proprietary | 12* | -- | 167 | 9.99 | 24.99 | 12.01 | |
 Groq | gpt-oss-120b (high) | 131k | Open | 12 | -- | 471 | 0.70 | 6.01 | 4.24 | |
| Cloudflare | gpt-oss-120b (high) | 116k | Open | 12 | $0.23 | -- | -- | -- | -- | |
| Scaleway | gpt-oss-120b (high) | 128k | Open | 12 | $0.12 | 135 | 1.39 | 19.91 | 14.82 | |
| CoreWeave | gpt-oss-120b (high) | 131k | Open | 12 | $0.02 | 39 | 1.26 | 65.33 | 51.25 | |
| Microsoft Azure | gpt-oss-120b (high) | 131k | Open | 12 | $0.11 | 354 | 0.86 | 7.93 | 5.66 | |
| Novita | gpt-oss-120b (high) | 131k | Open | 12 | $0.04 | 167 | 0.98 | 15.92 | 11.95 | |
| DeepInfra | gpt-oss-120b (high) (Turbo) | 131k | Open | 12 | $0.11 | 210 | 0.89 | 12.78 | 9.51 | |
| DeepInfra | gpt-oss-120b (high) | 131k | Open | 12 | $0.03 | 56 | 0.61 | 44.98 | 35.50 | |
 Cerebras | gpt-oss-120b (high) | 131k | Open | 12 | $0.23 | 1,817 | 0.43 | 1.81 | 1.10 | |
| Google | gpt-oss-120b (high) Vertex | 131k | Open | 12 | $0.06 | 45 | 1.77 | 57.93 | 44.93 | |
| Crusoe | gpt-oss-120b (high) | 131k | Open | 12 | $0.04 | 264 | 0.39 | 9.86 | 7.57 | |
| Baseten | gpt-oss-120b (high) | 128k | Open | 12 | $0.07 | 261 | 0.21 | 9.78 | 7.66 | |
| SambaNova | gpt-oss-120b (high) | 131k | Open | 12 | $0.15 | 701 | 1.15 | 4.71 | 2.85 | |
| Parasail | gpt-oss-120b (high) | 131k | Open | 12 | $0.06 | 158 | 0.83 | 16.70 | 12.70 | |
| Nebius | gpt-oss-120b (high) (Base) | 128k | Open | 12 | $0.11 | 271 | 0.96 | 10.19 | 7.38 | |
 Hyperbolic | gpt-oss-120b (high) | 131k | Open | 12 | $0.19 | -- | -- | -- | -- | |
| Amazon Bedrock | gpt-oss-120b (high) | 131k | Open | 12 | $0.11 | 68 | 1.04 | 37.68 | 29.31 | |
| Together AI | gpt-oss-120b (high) | 131k | Open | 12 | $0.11 | 144 | 0.42 | 17.81 | 13.91 | |
| Mistral | Mistral Small 4 | 256k | Open | 11 | $0.02 | 162 | 0.71 | 16.14 | 12.34 | |
| GMI | Qwen3 Next 80B A3B | 262k | Open | 11* | -- | -- | -- | -- | -- | |
| Google | Qwen3 Next 80B A3B Vertex | 262k | Open | 11* | -- | 151 | 0.68 | 17.23 | 13.24 | |
| Alibaba Cloud | Qwen3 Next 80B A3B | 262k | Open | 11* | -- | 179 | 2.25 | 16.19 | 11.15 | |
| Hyperbolic | Qwen3 Next 80B A3B | 262k | Open | 11* | -- | -- | -- | -- | -- | |
| SiliconFlow | Qwen3.5 9B (FP8) | 262k | Open | 11 | $0.16 | 33 | 2.26 | 77.01 | 59.79 | |
| Together AI | Qwen3.5 9B (FP8) | 262k | Open | 11 | $0.27 | 85 | 0.69 | 30.06 | 23.49 | |
| Amazon Bedrock | Nova 2.0 Omni (low) | 1M | Proprietary | 11* | -- | -- | -- | -- | -- | |
| CoreWeave | Granite 4.2 8B | 131k | Open | 11 | $0.05 | 103 | 0.72 | 24.98 | 19.41 | |
| DeepInfra | Granite 4.2 8B | 131k | Open | 11 | $0.02 | 48 | 0.86 | 53.46 | 42.08 | |
| InclusionAI | Ling 3.0 Tiny | 262k | Open | 11 | $0.00 | 58 | 2.63 | 45.69 | 34.45 | |
| AI9Stars | G9v3-3B | 131k | Open | 11* | -- | -- | -- | -- | -- | |
 Arcee AI | Trinity Large Thinking | 262k | Open | 11 | $0.12 | 337 | 1.21 | 8.64 | 5.94 | |
| DeepInfra | Qwen3.5 4B (non-reasoning) FP8 | 262k | Open | 11* | -- | 22 | 0.84 | 23.99 | -- | |
| Crusoe | Nemotron 3 Nano Omni 30B A3B | 262k | Open | 10* | -- | 269 | 0.36 | 9.67 | 7.45 | |
| DigitalOcean | Nemotron 3 Nano Omni 30B A3B | 65.5k | Open | 10* | -- | 228 | 0.91 | 11.88 | 8.78 | |
 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* | -- | 286 | 0.95 | 9.69 | 6.99 | |
| SambaNova | gpt-oss-120b (low) | 131k | Open | 10* | -- | 729 | 1.17 | 4.60 | 2.74 | |
| Google | gpt-oss-120b (low) Vertex | 131k | Open | 10* | -- | 91 | 1.95 | 29.30 | 21.89 | |
| Crusoe | gpt-oss-120b (low) | 131k | Open | 10* | -- | 261 | 0.40 | 9.98 | 7.67 | |
| DeepInfra | gpt-oss-120b (low) | 131k | Open | 10* | -- | 54 | 0.66 | 46.98 | 37.06 | |
| CoreWeave | gpt-oss-120b (low) | 131k | Open | 10* | -- | 44 | 1.20 | 58.33 | 45.70 | |
| Cerebras | gpt-oss-120b (low) | 131k | Open | 10* | -- | 1,745 | 0.43 | 1.86 | 1.15 | |
| Microsoft Azure | gpt-oss-120b (low) | 131k | Open | 10* | -- | 384 | 1.00 | 7.51 | 5.21 | |
| Cloudflare | gpt-oss-120b (low) | 128k | Open | 10* | -- | -- | -- | -- | -- | |
| Baseten | gpt-oss-120b (low) | 128k | Open | 10* | -- | 251 | 0.21 | 10.17 | 7.97 | |
| Amazon Bedrock | gpt-oss-120b (low) | 131k | Open | 10* | -- | 76 | 1.03 | 33.73 | 26.16 | |
| Parasail | gpt-oss-120b (low) | 131k | Open | 10* | -- | 139 | 0.83 | 18.78 | 14.36 | |
| Together AI | gpt-oss-120b (low) | 131k | Open | 10* | -- | 136 | 0.42 | 18.85 | 14.75 | |
| Groq | gpt-oss-120b (low) | 131k | Open | 10* | -- | 471 | 0.69 | 6.00 | 4.25 | |
| Novita | gpt-oss-120b (low) | 131k | Open | 10* | -- | 170 | 0.95 | 15.67 | 11.77 | |
| Novita | Llama 4 Maverick (FP8) | 1.05M | Open | 10* | -- | 28 | 1.11 | 19.00 | -- | |
| Microsoft Azure | Llama 4 Maverick (FP8) | 128k | Open | 10* | -- | 345 | 1.45 | 2.90 | -- | |
| Amazon Bedrock | Llama 4 Maverick | 128k | Open | 10* | -- | -- | -- | -- | -- | |
| Together AI | Llama 4 Maverick | 1.05M | Open | 10* | -- | -- | -- | -- | -- | |
| DeepInfra | Llama 4 Maverick (FP8) | 1.05M | Open | 10* | -- | 28 | 0.87 | 18.79 | -- | |
| DigitalOcean | Llama 4 Maverick | 128k | Open | 10* | -- | 14 | 1.03 | 35.90 | -- | |
| Parasail | Llama 4 Maverick (FP8) | 1.05M | Open | 10* | -- | 72 | 1.27 | 8.17 | -- | |
| Amazon Bedrock | Nova 2.0 Pro Preview (non-reasoning) | 256k | Proprietary | 10* | -- | 108 | 1.06 | 5.70 | -- | |
| Groq | gpt-oss-20b (low) | 131k | Open | 10* | -- | 908 | 0.75 | 3.50 | 2.20 | |
| Hyperbolic | gpt-oss-20b (low) | 131k | Open | 10* | -- | -- | -- | -- | -- | |
| CoreWeave | gpt-oss-20b (low) | 131k | Open | 10* | -- | 205 | 0.54 | 12.74 | 9.76 | |
| Cloudflare | gpt-oss-20b (low) | 128k | Open | 10* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | gpt-oss-20b (low) | 131k | Open | 10* | -- | 184 | 7.40 | 20.99 | 10.87 | |
| Novita | gpt-oss-20b (low) | 131k | Open | 10* | -- | 167 | 1.22 | 16.17 | 11.96 | |
| Google | gpt-oss-20b (low) Vertex | 131k | Open | 10* | -- | 352 | 0.35 | 7.45 | 5.68 | |
| Cohere | North Mini Code | 256k | Open | 10 | $0.00 | 66 | 0.45 | 38.51 | 30.45 | |
| Hyperbolic | Qwen3 Next 80B A3B | 262k | Open | 10* | -- | -- | -- | -- | -- | |
| Google | Qwen3 Next 80B A3B Vertex | 262k | Open | 10* | -- | 293 | 0.60 | 2.31 | -- | |
| Databricks | Qwen3 Next 80B A3B | 262k | Open | 10* | -- | 108 | 0.94 | 5.59 | -- | |
| DeepInfra | Qwen3 Next 80B A3B | 262k | Open | 10* | -- | 164 | 0.73 | 3.78 | -- | |
| Parasail | Qwen3 Next 80B A3B | 262k | Open | 10* | -- | 117 | 1.43 | 5.69 | -- | |
| Novita | Qwen3 Next 80B A3B | 131k | Open | 10* | -- | 179 | 1.83 | 4.62 | -- | |
| Alibaba Cloud | Qwen3 Next 80B A3B | 131k | Open | 10* | -- | 175 | 2.17 | 5.02 | -- | |
| SiliconFlow | Gemma 4 12B (non-reasoning) | 262k | Open | 9* | -- | 113 | 2.40 | 6.82 | -- | |
| Amazon Bedrock | Mistral Large 3 | 256k | Open | 9 | $0.10 | 93 | 1.34 | 6.73 | -- | |
| Microsoft Azure | Mistral Large 3 | 256k | Open | 9 | $0.10 | 68 | 1.60 | 8.94 | -- | |
| Mistral | Mistral Large 3 | 262k | Open | 9 | $0.03 | 78 | 1.03 | 7.48 | -- | |
| Amazon Bedrock | Qwen3 Coder Next | 128k | Open | 9 | $0.78 | 89 | 1.64 | 7.26 | -- | |
| Parasail | Qwen3 Coder Next (FP8) | 262k | Open | 9 | $0.12 | 68 | 1.06 | 8.44 | -- | |
| Together AI | Qwen3 Coder Next (FP8) | 262k | Open | 9 | $0.78 | -- | -- | -- | -- | |
| Novita | Qwen3 Coder Next (FP8) | 262k | Open | 9 | $0.33 | 170 | 2.79 | 5.73 | -- | |
| DeepInfra | Granite 4.2 3B | 131k | Open | 9 | $0.01 | 214 | 0.53 | 12.19 | 9.33 | |
| Mistral | Mistral Small 4 (non-reasoning) | 262k | Open | 9* | -- | 160 | 0.73 | 3.85 | -- | |
| CoreWeave | gpt-oss-20b (high) | 131k | Open | 9 | $0.01 | 190 | 0.55 | 13.72 | 10.53 | |
| Amazon Bedrock | gpt-oss-20b (high) | 131k | Open | 9 | $0.01 | 143 | 46.54 | 64.06 | 14.02 | |
| DeepInfra | gpt-oss-20b (high) | 131k | Open | 9 | $0.01 | 102 | 0.53 | 25.11 | 19.66 | |
| Hyperbolic | gpt-oss-20b (high) | 131k | Open | 9 | $0.01 | -- | -- | -- | -- | |
| Cloudflare | gpt-oss-20b (high) | 128k | Open | 9 | $0.03 | -- | -- | -- | -- | |
| Novita | gpt-oss-20b (high) | 131k | Open | 9 | $0.01 | 171 | 1.20 | 15.78 | 11.66 | |
| Google | gpt-oss-20b (high) Vertex | 131k | Open | 9 | $0.01 | 378 | 0.34 | 6.96 | 5.29 | |
| Groq | gpt-oss-20b (high) | 131k | Open | 9 | $0.02 | 907 | 0.80 | 3.55 | 2.20 | |
| DeepInfra | Gemma 4 E4B | 131k | Open | 9* | -- | 28 | 1.34 | 89.46 | 70.50 | |
| Nebius | Nemotron 3 Nano | 262k | Open | 9 | $0.02 | 117 | 1.01 | 22.44 | 17.14 | |
| Novita | Nemotron 3 Nano (FP4) | 262k | Open | 9 | $0.02 | 273 | 1.04 | 10.18 | 7.31 | |
| DeepInfra | Nemotron 3 Nano | 262k | Open | 9 | $0.02 | 19 | 70.53 | 201.06 | 104.42 | |
| Crusoe | Nemotron 3 Nano (FP8) | 262k | Open | 9 | $0.01 | 260 | 0.31 | 9.93 | 7.70 | |
 Sarvam | Sarvam 105B (high) | 128k | Open | 9* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Nova 2.0 Lite (non-reasoning) | 1M | Proprietary | 9* | -- | 169 | 1.10 | 4.07 | -- | |
| Amazon Bedrock | Magistral Small 1.2 | 128k | Open | 9* | -- | 78 | 1.60 | 33.53 | 25.54 | |
 Liquid AI | LFM2.5-2.6B | 32.8k | Open | 8* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Nova 2.0 Omni (non-reasoning) | 1M | Proprietary | 8* | -- | -- | -- | -- | -- | |
| DeepInfra | Llama 4 Scout | 131k | Open | 8* | -- | 28 | 0.86 | 18.69 | -- | |
| Microsoft Azure | Llama 4 Scout | 128k | Open | 8* | -- | 117 | 0.80 | 5.09 | -- | |
| Google | Llama 4 Scout Vertex | 1.31M | Open | 8* | -- | 151 | 0.72 | 4.03 | -- | |
| Cloudflare | Llama 4 Scout | 131k | Open | 8* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Llama 4 Scout | 128k | Open | 8* | -- | -- | -- | -- | -- | |
| Novita | Llama 4 Scout | 131k | Open | 8* | -- | 29 | 1.21 | 18.18 | -- | |
| Alibaba Cloud | Qwen3 Omni 30B A3B | 65.5k | Open | 8* | -- | 103 | 1.87 | 26.25 | 19.50 | |
| Fireworks | Llama 3.3 70B | 131k | Open | 8* | -- | -- | -- | -- | -- | |
| Google | Llama 3.3 70B Vertex | 128k | Open | 8* | -- | 166 | 0.66 | 3.68 | -- | |
| Groq | Llama 3.3 70B | 131k | Open | 8* | -- | 319 | 0.81 | 2.38 | -- | |
| Novita | Llama 3.3 70B | 131k | Open | 8* | -- | 43 | 1.81 | 13.39 | -- | |
| Parasail | Llama 3.3 70B (FP8) | 131k | Open | 8* | -- | 77 | 2.56 | 9.03 | -- | |
| SambaNova | Llama 3.3 70B | 128k | Open | 8* | -- | 278 | 2.08 | 3.88 | -- | |
| CoreWeave | Llama 3.3 70B | 128k | Open | 8* | -- | 80 | 0.87 | 7.15 | -- | |
| Together AI | Llama 3.3 70B Turbo | 131k | Open | 8* | -- | 75 | 1.64 | 8.27 | -- | |
| Microsoft Azure | Llama 3.3 70B | 128k | Open | 8* | -- | 121 | 2.24 | 6.36 | -- | |
| DeepInfra | Llama 3.3 70B (Turbo, FP8) | 131k | Open | 8* | -- | 14 | 2.36 | 37.92 | -- | |
| Cloudflare | Llama 3.3 70B | 24k | Open | 8* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Llama 3.3 70B | 128k | Open | 8* | -- | -- | -- | -- | -- | |
| Scaleway | Llama 3.3 70B | 100k | Open | 8* | -- | 61 | 1.55 | 9.75 | -- | |
| SiliconFlow |  ERNIE 4.5 300B A47B | 131k | Open | 8* | -- | -- | -- | -- | -- | |
| Nebius |  Hermes 4 405B (FP8) | 128k | Open | 7* | -- | 40 | 2.42 | 65.00 | 50.07 | |
| DeepInfra | Gemma 4 E4B (non-reasoning) | 131k | Open | 7* | -- | 30 | 0.79 | 17.71 | -- | |
| DeepInfra | NVIDIA Nemotron Nano 9B V2 | 131k | Open | 7* | -- | 20 | 60.50 | 188.02 | 102.02 | |
| Nebius | Hermes 4 405B (non-reasoning) (FP8) | 128k | Open | 7* | -- | 39 | 2.32 | 15.02 | -- | |
| SiliconFlow | Ring-flash-2.0 | 131k | Open | 7* | -- | -- | -- | -- | -- | |
| Parasail |  Olmo 3.1 32B Think | 65.5k | Open | 7* | -- | -- | -- | -- | -- | |
| Cohere | Command A | 288k | Open | 7* | -- | 58 | 1.81 | 10.40 | -- | |
| Microsoft Azure | Command A | 256k | Open | 7* | -- | 42 | 2.95 | 14.93 | -- | |
| Novita | Nemotron 3 Nano (non-reasoning) (FP4) | 262k | Open | 7* | -- | 266 | 1.02 | 2.90 | -- | |
| DeepInfra | Nemotron 3 Nano (non-reasoning) | 262k | Open | 7* | -- | 23 | 25.70 | 47.63 | -- | |
| Crusoe | Nemotron 3 Nano (non-reasoning) (FP8) | 262k | Open | 7* | -- | 239 | 0.29 | 2.38 | -- | |
| DeepInfra | NVIDIA Nemotron Nano 9B V2 (non-reasoning) | 131k | Open | 7* | -- | 21 | 47.34 | 71.20 | -- | |
| Amazon Bedrock | NVIDIA Nemotron Nano 9B V2 (non-reasoning) | 131k | Open | 7* | -- | 170 | 1.13 | 4.07 | -- | |
| Sarvam | Sarvam 30B (high) | 64k | Open | 7* | -- | -- | -- | -- | -- | |
 Celeris | Celeris-1 | 131k | Proprietary | 6 | $0.05 | 1,508 | 0.58 | 0.91 | -- | |
| Microsoft Azure | Phi-4 Mini | 128k | Open | 6* | -- | 46 | 0.84 | 11.82 | -- | |
 Replicate | Granite 4.0 H Small | 128k | Open | 6* | -- | 9 | 58.38 | 115.40 | -- | |
| Mistral | Ministral 3 14B | 262k | Open | 6 | $0.02 | 87 | 1.12 | 6.84 | -- | |
| Amazon Bedrock | Ministral 3 14B | 256k | Open | 6 | $0.14 | 195 | 1.10 | 3.67 | -- | |
| DigitalOcean | Ministral 3 14B | 262k | Open | 6 | $0.03 | 37 | 1.00 | 14.34 | -- | |
| Alibaba Cloud | Qwen3 Omni 30B A3B | 65.5k | Open | 6* | -- | 96 | 1.87 | 7.08 | -- | |
| Microsoft Azure | Phi-4 | 16.4k | Open | 6* | -- | 40 | 2.50 | 15.02 | -- | |
| DeepInfra | Phi-4 | 16.4k | Open | 6* | -- | 75 | 0.96 | 7.63 | -- | |
| Amazon Bedrock | Nova Micro | 130k | Proprietary | 6* | -- | 294 | 0.85 | 2.55 | -- | |
| Amazon Bedrock | NVIDIA Nemotron Nano 12B v2 VL (non-reasoning) | 128k | Open | 6* | -- | 199 | 1.13 | 3.64 | -- | |
| Microsoft Azure | Phi-4 Multimodal | 4.1k | Open | 6* | -- | -- | -- | -- | -- | |
 Reka AI | Reka Flash 3 | 54k | Open | 6* | -- | 94 | 1.35 | 27.90 | 21.24 | |
| Amazon Bedrock | Ministral 3 8B | 256k | Open | 5 | $0.07 | 267 | 1.00 | 2.88 | -- | |
| Mistral | Ministral 3 8B | 262k | Open | 5 | $0.01 | 101 | 0.71 | 5.67 | -- | |
| DeepInfra | Llama 3.2 11B (Vision) | 131k | Open | 5* | -- | 15 | 1.99 | 35.77 | -- | |
| 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 | 431 | 0.96 | 2.12 | -- | |
| Mistral | Ministral 3 3B | 131k | Open | 5 | $0.01 | 223 | 0.63 | 2.87 | -- | |
| Cohere | Tiny Aya Global | 8.19k | Open | 5* | -- | -- | -- | -- | -- | |
| Public AI | Apertus 8B Instruct | 64k | Open | 5* | -- | -- | -- | -- | -- | |
| Together AI |  Cogito v2.1 | 164k | Open | -- | -- | -- | -- | -- | -- | |