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 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
 Google | Gemini 4 Carbon (high) | 1M | Proprietary | 59 | $7.76 | 94 | 147.83 | 153.14 | -- | |
 Anthropic | Claude Opus 5.5 (max with fallback) | 1M | Proprietary | 58 | $10.04 | 96 | 625.92 | 631.15 | -- | |
 Amazon Bedrock | Claude Opus 5.5 (max with fallback) | 1M | Proprietary | 58 | $10.04 | 97 | 733.21 | 738.36 | -- | |
| Google | Claude Opus 5.5 (max with fallback) | 1M | Proprietary | 58 | $21.07 | 95 | 634.40 | 639.65 | -- | |
 Microsoft Azure | Claude Opus 5.5 (max with fallback) | 1M | Proprietary | 58 | $11.43 | 96 | 697.35 | 702.55 | -- | |
| Google | Gemini 4 Carbon (medium) | 1M | Proprietary | 58 | $6.59 | 101 | 29.12 | 34.07 | -- | |
| Anthropic | Claude Opus 5.5 (xhigh with fallback) | 1M | Proprietary | 57 | $6.05 | 81 | 110.35 | 116.50 | -- | |
 OpenAI | GPT-6 Astra (max) | 1M | Proprietary | 57 | $6.24 | 71 | 368.87 | 375.95 | -- | |
| Microsoft Azure | GPT-6 Astra (max) | 524k | Proprietary | 57 | $6.46 | 69 | 349.10 | 356.31 | -- | |
| Amazon Bedrock | GPT-6 Astra (max) | 524k | Proprietary | 57 | $6.25 | 90 | 277.17 | 282.75 | -- | |
| OpenAI | GPT-6 Astra (max) (Fast) | 1M | Proprietary | 57 | $12.49 | 100 | 131.63 | 136.61 | -- | |
| OpenAI | GPT-6 Astra (max) (Ultrafast) | 1M | Proprietary | 57 | $37.47 | 264 | 59.77 | 61.66 | -- | |
| OpenAI | GPT-6 Astra (max) (Flex) | 1M | Proprietary | 57 | $3.12 | 63 | 308.63 | 316.52 | -- | |
| OpenAI | GPT-6 Astra (xhigh) | 1M | Proprietary | 55 | $3.66 | 68 | 202.66 | 210.02 | -- | |
| OpenAI | GPT-6 Astra (high) | 1M | Proprietary | 55 | $3.24 | 62 | 106.70 | 114.77 | -- | |
| OpenAI | GPT-6.1 Sol (max) | 1M | Proprietary | 55 | $1.27 | 93 | 307.83 | 313.18 | -- | |
| Microsoft Azure | GPT-6.1 Sol (max) | 1.05M | Proprietary | 55 | $1.29 | 69 | 337.77 | 345.07 | -- | |
| OpenAI | GPT-6.1 Sol (max) (Fast) | 1M | Proprietary | 55 | $2.54 | 112 | 277.30 | 281.76 | -- | |
| OpenAI | GPT-6.1 Sol (max) (Flex) | 1M | Proprietary | 55 | $0.64 | 100 | 285.68 | 290.69 | -- | |
| OpenAI | GPT-6.1 Sol (max) (Ultrafast) | 1M | Proprietary | 55 | $7.63 | 343 | 64.14 | 65.60 | -- | |
| Anthropic | Claude Sonnet 5.5 (max with fallback) | 1M | Proprietary | 54 | $10.02 | 139 | 456.04 | 459.65 | -- | |
| Microsoft Azure | Claude Sonnet 5.5 (max with fallback) | 1M | Proprietary | 54 | $8.91 | 135 | 456.47 | 460.19 | -- | |
| Amazon Bedrock | Claude Sonnet 5.5 (max with fallback) | 1M | Proprietary | 54 | $8.91 | 141 | 472.30 | 475.85 | -- | |
| Google | Claude Sonnet 5.5 (max with fallback) | 1M | Proprietary | 54 | $14.47 | 143 | 440.39 | 443.88 | -- | |
| Google | Gemini 4 Carbon (low) | 1M | Proprietary | 54 | -- | -- | -- | -- | -- | |
| OpenAI | GPT-6.1 Sol (xhigh) | 1M | Proprietary | 52 | $0.76 | 78 | 153.30 | 159.70 | -- | |
| Anthropic | Claude Opus 5.5 (high with fallback) | 1M | Proprietary | 52 | $3.46 | 80 | 43.54 | 49.82 | -- | |
| OpenAI | GPT-6 Astra (medium) | 1M | Proprietary | 51 | $2.73 | 55 | 6.03 | 15.12 | -- | |
| OpenAI | GPT-6.1 Terra (max) | 1M | Proprietary | 51 | $0.96 | 111 | 275.16 | 279.68 | -- | |
| Google | Gemini 4 Argon (high) AI Studio (1M output) | 1M | Proprietary | 50 | $7.13 | -- | -- | -- | -- | |
| Google | Gemini 4 Argon (high) AI Studio | 1M | Proprietary | 50 | $9.95 | 91 | 40.84 | 46.33 | -- | |
| Google | Gemini 4 Argon (high) (Vertex) | 1M | Proprietary | 50 | $7.68 | 83 | 40.47 | 46.49 | -- | |
| OpenAI | GPT-6.1 Sol (high) | 1M | Proprietary | 50 | $0.59 | 71 | 69.58 | 76.62 | -- | |
| Anthropic | Claude Fable 5.1 (xhigh with fallback) | 1M | Proprietary | 50 | $10.85 | 63 | 75.86 | 83.78 | -- | |
| Anthropic | Claude Sonnet 5.5 (xhigh with fallback) | 1M | Proprietary | 50 | $4.09 | 107 | 35.72 | 40.38 | -- | |
| Anthropic | Claude Fable 5.1 (max with fallback) | 1M | Proprietary | 49 | $12.99 | 70 | 252.52 | 259.71 | -- | |
| Anthropic | Claude Opus 5.5 (medium with fallback) | 1M | Proprietary | 48 | $2.45 | 81 | 21.91 | 28.12 | -- | |
| Anthropic | Claude Fable 5.1 (high with fallback) | 1M | Proprietary | 47 | $7.54 | 58 | 19.37 | 28.06 | -- | |
| OpenAI | GPT-6.1 Sol (medium) | 1M | Proprietary | 46 | $0.36 | 63 | 8.90 | 16.90 | -- | |
 Kimi | Kimi K3.1 Pro | 1M | Proprietary | 46 | $3.68 | 32 | 3.45 | 82.57 | 63.30 | |
| Kimi | Kimi K3.1 Pro High Speed | 1M | Proprietary | 46 | $4.42 | 77 | 2.67 | 35.29 | 26.10 | |
| OpenAI | GPT-6.1 Terra (xhigh) | 1M | Proprietary | 45 | $0.40 | 104 | 68.41 | 73.21 | -- | |
 Meta | Muse Wonder (max) | 1.05M | Proprietary | 43 | $6.95 | 196 | 27.74 | 40.51 | 10.21 | |
| OpenAI | GPT-6 Astra (low) | 1M | Proprietary | 43 | $1.42 | 54 | 2.55 | 11.76 | -- | |
| Microsoft Azure | GPT-6 Astra (low) | 524k | Proprietary | 43 | $1.47 | 57 | 2.88 | 11.59 | -- | |
| Anthropic | Claude Fable 5.1 (medium with fallback) | 1M | Proprietary | 43 | $5.56 | 58 | 14.36 | 23.05 | -- | |
| OpenAI | GPT-6.1 Terra (high) | 1M | Proprietary | 42 | $0.26 | 94 | 20.70 | 26.02 | -- | |
| Anthropic | Claude Sonnet 5.5 (high with fallback) | 1M | Proprietary | 41 | $1.64 | 108 | 13.94 | 18.57 | -- | |
| Anthropic | Claude Fable 5.1 (low with fallback) | 1M | Proprietary | 38 | $4.47 | 56 | 2.80 | 11.66 | -- | |
| OpenAI | GPT-6.1 Terra (medium) | 1M | Proprietary | 38 | $0.17 | 91 | 4.24 | 9.74 | -- | |
| Anthropic | Claude Haiku 5.5 (max) | 1M | Proprietary | 36 | $0.41 | 235 | 333.74 | 335.87 | -- | |
 SpaceXAI | Grok 4.7 (xhigh) | 500k | Proprietary | 35 | $7.77 | 86 | 109.08 | 114.91 | -- | |
| SpaceXAI | Grok 4.7 (high) | 500k | Proprietary | 35 | $6.18 | 76 | 66.05 | 72.67 | -- | |
| OpenAI | GPT-6.1 Sol (low) | 1M | Proprietary | 35 | $0.16 | 62 | 2.51 | 10.53 | -- | |
| Anthropic | Claude Opus 5.5 (low with fallback) | 1M | Proprietary | 35 | $0.98 | 79 | 10.97 | 17.29 | -- | |
| Amazon Bedrock | Claude Opus 5.5 (low with fallback) | 1M | Proprietary | 35 | $0.98 | 79 | 13.84 | 20.15 | -- | |
| Google | Claude Opus 5.5 (low with fallback) | 1M | Proprietary | 35 | $2.64 | 81 | 12.49 | 18.67 | -- | |
| Microsoft Azure | Claude Opus 5.5 (low with fallback) | 1M | Proprietary | 35 | $1.07 | 79 | 11.36 | 17.70 | -- | |
| Anthropic | Claude Haiku 5.5 (xhigh) | 1M | Proprietary | 34 | $0.25 | 194 | 62.95 | 65.53 | -- | |
 Alibaba Cloud | Qwen3.8 Max (0902) | 984k | Proprietary | 34 | $10.02 | 38 | 2.95 | 68.68 | 52.59 | |
 Baseten |  DeepSeek V4.1 Flash 1017 (max) | 1M | Open | 32 | $1.98 | 166 | 0.31 | 15.33 | 12.02 | |
 Novita | DeepSeek V4.1 Flash 1017 (max) | 1.05M | Open | 32 | $0.52 | 141 | 1.58 | 19.28 | 14.16 | |
| Baseten | DeepSeek V4.1 Flash 1017 (max) (FAST) | 1.05M | Open | 32 | $2.32 | 1,022 | 0.18 | 2.63 | 1.96 | |
 Systalyze | DeepSeek V4.1 Flash 1017 (max) | 1.05M | Open | 32 | $0.70 | 838 | 0.98 | 3.96 | 2.39 | |
 GMI | DeepSeek V4.1 Flash 1017 (max) | 1.05M | Open | 32 | $0.37 | 367 | 1.34 | 8.15 | 5.45 | |
 PrimaLabs | DeepSeek V4.1 Flash 1017 (max) | 1.05M | Open | 32 | $0.56 | 218 | 0.95 | 12.42 | 9.17 | |
 LithosAI | DeepSeek V4.1 Flash 1017 (max) (ULTRA CHAT) | 1.05M | Open | 32 | $0.90 | -- | -- | -- | -- | |
| LithosAI | DeepSeek V4.1 Flash 1017 (max) (ULTRA) | 1.05M | Open | 32 | $0.90 | 439 | 1.02 | 6.72 | 4.56 | |
| LithosAI | DeepSeek V4.1 Flash 1017 (max) | 1.05M | Open | 32 | $0.39 | 265 | 1.07 | 10.51 | 7.55 | |
| LithosAI | DeepSeek V4.1 Flash 1017 (max) (FAST) | 1.05M | Open | 32 | $0.65 | 398 | 1.07 | 7.35 | 5.02 | |
| DeepSeek | DeepSeek V4.1 Flash 1017 (max) | 1M | Open | 32 | $0.60 | 174 | 1.21 | 15.58 | 11.50 | |
 DeepInfra | DeepSeek V4.1 Flash 1017 (max) | 1M | Open | 32 | $0.19 | 89 | 0.70 | 28.88 | 22.54 | |
 Fireworks | DeepSeek V4.1 Flash 1017 (max) | 1M | Open | 32 | $1.22 | 208 | 1.34 | 13.35 | 9.61 | |
 Parasail | DeepSeek V4.1 Flash 1017 (max) | 1M | Open | 32 | $0.52 | 254 | 0.63 | 10.48 | 7.88 | |
 Together AI | DeepSeek V4.1 Flash 1017 (max) | 1.05M | Open | 32 | $0.78 | 394 | 0.30 | 6.65 | 5.08 | |
 Makora | DeepSeek V4.1 Flash 1017 (max) | 1.05M | Open | 32 | $1.24 | 212 | 0.94 | 12.76 | 9.46 | |
 Nebius | DeepSeek V4.1 Flash 1017 (max) | 1.05M | Open | 32 | $3.27 | 294 | 1.34 | 9.83 | 6.80 | |
 Inco | DeepSeek V4.1 Flash 1017 (max) (FAST) | 1.05M | Open | 32 | $6.36 | 1,075 | 1.28 | 3.61 | 1.86 | |
 DigitalOcean | DeepSeek V4.1 Flash 1017 (max) | 1M | Open | 32 | $0.45 | 250 | 0.50 | 10.52 | 8.01 | |
 SiliconFlow | DeepSeek V4.1 Flash 1017 (max) | 1.05M | Open | 32 | $0.83 | 231 | 1.21 | 12.02 | 8.65 | |
 Wafer | DeepSeek V4.1 Flash 1017 (max) | 1.05M | Open | 32 | $0.25 | 212 | 0.55 | 12.34 | 9.43 | |
 Bitdeer AI | DeepSeek V4.1 Flash 1017 (max) | 1M | Open | 32 | $1.03 | 287 | 1.66 | 10.37 | 6.97 | |
 Modal | DeepSeek V4.1 Flash 1017 (max) | 1.05M | Open | 32 | $0.57 | 226 | 0.59 | 11.65 | 8.85 | |
| Modal |  GLM-5.3 (max) | 1M | Open | 32 | $4.92 | 212 | 0.68 | 12.46 | 9.42 | |
| Zai | GLM-5.3 (max) | 1M | Open | 32 | $5.01 | 90 | 1.44 | 29.31 | 22.30 | |
| Together AI | GLM-5.3 (max) | 1.05M | Open | 32 | $4.92 | 189 | 0.59 | 13.84 | 10.60 | |
| Parasail | GLM-5.3 (max) | 1M | Open | 32 | $4.92 | 226 | 0.87 | 11.94 | 8.85 | |
| DeepInfra | GLM-5.3 (max) | 1.05M | Open | 32 | $2.39 | 125 | 1.00 | 20.97 | 15.98 | |
 Modular | GLM-5.3 (max) | 1.05M | Open | 32 | $5.10 | 198 | 0.64 | 13.30 | 10.13 | |
| Inco | GLM-5.3 (max) (FAST) | 1M | Open | 32 | $10.21 | 483 | 0.95 | 6.13 | 4.14 | |
| Novita | GLM-5.3 (max) | 1M | Open | 32 | $5.00 | 97 | 1.98 | 27.64 | 20.53 | |
| Baseten | GLM-5.3 (max) | 1.05M | Open | 32 | $3.45 | 103 | 2.72 | 26.92 | 19.36 | |
| DigitalOcean | GLM-5.3 (max) | 1.05M | Open | 32 | $4.92 | 59 | 0.84 | 43.46 | 34.09 | |
| Makora | GLM-5.3 (max) | 1.05M | Open | 32 | $2.16 | 102 | 1.28 | 25.81 | 19.63 | |
 Databricks | GLM-5.3 (max) | 1M | Open | 32 | $4.92 | 149 | 0.88 | 17.65 | 13.42 | |
| Wafer | GLM-5.3 (max) | 1M | Open | 32 | $5.11 | 157 | 0.91 | 16.84 | 12.75 | |
| Baseten | GLM-5.3 (max) (FAST) | 1M | Open | 32 | $9.52 | 277 | 0.77 | 9.81 | 7.23 | |
| LithosAI | GLM-5.3 (max) (FP4) | 1.05M | Open | 32 | $3.69 | 360 | 0.93 | 7.87 | 5.56 | |
| LithosAI | GLM-5.3 (max) (FP4 ULTRA CHAT) | 1.05M | Open | 32 | $7.39 | -- | -- | -- | -- | |
| Inco | GLM-5.3 (max) | 164k | Open | 32 | $8.89 | 91 | 1.54 | 29.12 | 22.06 | |
 Crusoe | GLM-5.3 (max) (FP4) | 786k | Open | 32 | $5.10 | 260 | 0.72 | 10.34 | 7.70 | |
 Supernova | GLM-5.3 (max) (FP4) | 1M | Open | 32 | $2.22 | 183 | 1.90 | 15.56 | 10.93 | |
 FriendliAI | GLM-5.3 (max) | 1M | Open | 32 | $4.53 | 138 | 0.77 | 18.95 | 14.54 | |
| Supernova | GLM-5.3 (max) (FP4, FAST) | 1M | Open | 32 | $13.49 | 563 | 1.39 | 5.84 | 3.55 | |
| Nebius | GLM-5.3 (max) (FP4) | 1M | Open | 32 | $4.92 | 250 | 1.48 | 11.49 | 8.00 | |
| GMI | GLM-5.3 (max) | 1M | Open | 32 | $2.53 | 119 | 2.48 | 23.56 | 16.87 | |
| Bitdeer AI | GLM-5.3 (max) | 1M | Open | 32 | $3.59 | 154 | 1.55 | 17.76 | 12.97 | |
 Multiverse Computing | GLM-5.3 (max) | 1M | Open | 32 | $1.48 | 213 | 1.16 | 12.92 | 9.41 | |
| Systalyze | GLM-5.3 (max) | 1M | Open | 32 | $1.04 | 701 | 1.01 | 4.57 | 2.85 | |
 Scaleway | GLM-5.3 (max) | 262k | Open | 32 | $34.52 | 265 | 1.29 | 10.71 | 7.54 | |
| SpaceXAI | Grok 4.7 (low) | 500k | Proprietary | 31 | $2.92 | 68 | 6.57 | 13.95 | -- | |
| Google | Gemini 3.8 Flash (high) AI Studio | 1M | Proprietary | 31 | $7.77 | 137 | 25.27 | 28.93 | -- | |
| OpenAI | GPT-6.1 Terra (non-reasoning) | 1M | Proprietary | 30 | $0.23 | 91 | 0.93 | 6.42 | -- | |
| Anthropic | Claude Sonnet 5.5 (medium with fallback) | 1M | Proprietary | 30 | $0.78 | 101 | 1.15 | 6.08 | -- | |
| Google | Gemini 3.8 Flash (medium) AI Studio | 1M | Proprietary | 30 | $6.26 | -- | -- | -- | -- | |
 Xiaomi | MiMo-V2.6-Pro | 1M | Open | 30 | $0.26 | 44 | 3.46 | 60.88 | 45.93 | |
| DeepInfra | MiMo-V2.6-Pro | 1M | Open | 30 | $0.55 | 46 | 1.29 | 56.22 | 43.94 | |
| PrimaLabs | MiMo-V2.6-Pro | 1.05M | Open | 30 | $1.90 | 307 | 0.70 | 8.85 | 6.52 | |
| GMI | MiMo-V2.6-Pro (BF16) | 1M | Open | 30 | $0.24 | 44 | 3.78 | 60.80 | 45.62 | |
| Anthropic | Claude Haiku 5.5 (high) | 1M | Proprietary | 30 | $0.16 | 184 | 31.95 | 34.67 | -- | |
 InclusionAI | Ling 3.1 Flash 1019 | 1M | Open | 29 | $3.19 | -- | -- | -- | -- | |
| OpenAI | GPT-6.1 Terra (low) | 1M | Proprietary | 29 | $0.07 | 91 | 1.52 | 7.02 | -- | |
| DigitalOcean |  MiniMax-M3.1-Flash | 1.05M | Open | 29 | $0.42 | 319 | 0.65 | 8.48 | 6.26 | |
| GMI | MiniMax-M3.1-Flash | 1M | Open | 29 | $0.42 | 218 | 2.34 | 13.83 | 9.19 | |
| Nebius | MiniMax-M3.1-Flash | 1M | Open | 29 | $1.01 | 107 | 1.72 | 25.19 | 18.77 | |
| Inco | MiniMax-M3.1-Flash | 1M | Open | 29 | $3.11 | 88 | 1.87 | 30.38 | 22.81 | |
| Parasail | MiniMax-M3.1-Flash | 1M | Open | 29 | $0.44 | 193 | 0.85 | 13.78 | 10.35 | |
| Together AI | MiniMax-M3.1-Flash | 1.05M | Open | 29 | $0.46 | 145 | 0.59 | 17.77 | 13.75 | |
| Fireworks | MiniMax-M3.1-Flash | 1M | Open | 29 | $0.50 | 161 | 0.94 | 16.49 | 12.44 | |
| Inco | MiniMax-M3.1-Flash | 262k | Open | 29 | $1.45 | 810 | 1.41 | 4.50 | 2.47 | |
| SiliconFlow | MiniMax-M3.1-Flash | 1M | Open | 29 | $0.68 | 151 | 2.98 | 19.56 | 13.26 | |
| Modular | MiniMax-M3.1-Flash | 1M | Open | 29 | $0.43 | 207 | 0.90 | 12.98 | 9.67 | |
| Novita | MiniMax-M3.1-Flash | 1M | Open | 29 | $0.43 | 128 | 1.64 | 21.21 | 15.66 | |
 SambaNova | MiniMax-M3.1-Flash | 1.05M | Open | 29 | $2.97 | 159 | 2.19 | 17.89 | 12.56 | |
| MiniMax | MiniMax-M3.1-Flash | 1M | Open | 29 | $0.49 | 120 | 0.86 | 21.77 | 16.73 | |
| DeepSeek | DeepSeek V4.1 Flash 1017 (high) | 1M | Open | 29 | -- | 218 | 0.95 | 12.41 | 9.16 | |
 StepFun | Step 5 Preview | 1M | Open | 29 | $2.35 | 142 | 0.90 | 18.50 | 14.08 | |
| OpenAI | GPT-6 Luna (max) | 1M | Proprietary | 28 | $0.15 | 117 | 120.04 | 124.31 | -- | |
| Microsoft Azure | GPT-6 Luna (max) | 524k | Proprietary | 28 | $0.16 | 167 | 73.02 | 76.01 | -- | |
| OpenAI | GPT-6 Luna (max) (Flex) | 1M | Proprietary | 28 | $0.08 | 72 | 179.35 | 186.29 | -- | |
| Modal | GLM-5.3-Flash | 1M | Open | 28 | $1.81 | 182 | 0.75 | 14.47 | 10.98 | |
| Zai | GLM-5.3-Flash | 1M | Open | 28 | $0.58 | 74 | 1.55 | 35.14 | 26.87 | |
| Baseten | GLM-5.3-Flash | 1.05M | Open | 28 | $1.74 | 130 | 0.51 | 19.68 | 15.34 | |
| DeepInfra | GLM-5.3-Flash | 1M | Open | 28 | $1.16 | 135 | 0.73 | 19.24 | 14.81 | |
| Novita | GLM-5.3-Flash | 1.05M | Open | 28 | $0.80 | 80 | 2.68 | 33.83 | 24.92 | |
| Fireworks | GLM-5.3-Flash | 1.05M | Open | 28 | $0.77 | 182 | 1.36 | 15.06 | 10.96 | |
| Databricks | GLM-5.3-Flash | 1M | Open | 28 | $0.58 | 151 | 0.66 | 17.24 | 13.26 | |
| SiliconFlow | GLM-5.3-Flash | 1M | Open | 28 | $1.03 | 50 | 2.23 | 52.13 | 39.92 | |
| GMI | GLM-5.3-Flash | 1M | Open | 28 | $0.41 | 132 | 1.62 | 20.52 | 15.12 | |
| Bitdeer AI | GLM-5.3-Flash | 1M | Open | 28 | $0.48 | 247 | 1.42 | 11.56 | 8.11 | |
| Wafer | GLM-5.3-Flash | 1M | Open | 28 | $0.60 | 185 | 0.74 | 14.22 | 10.78 | |
| Together AI | GLM-5.3-Flash | 1.05M | Open | 28 | $0.69 | 117 | 1.39 | 22.79 | 17.11 | |
| Parasail | GLM-5.3-Flash | 1M | Open | 28 | $0.64 | 223 | 0.78 | 11.98 | 8.96 | |
| FriendliAI | GLM-5.3-Flash | 1M | Open | 28 | $0.89 | 131 | 0.49 | 19.60 | 15.29 | |
| Nebius | GLM-5.3-Flash | 1.05M | Open | 28 | $0.95 | 187 | 1.54 | 14.92 | 10.70 | |
| DigitalOcean | GLM-5.3-Flash | 1.05M | Open | 28 | $0.61 | 248 | 0.61 | 10.69 | 8.06 | |
| Makora | GLM-5.3-Flash | 1.05M | Open | 28 | $0.68 | 176 | 0.93 | 15.11 | 11.34 | |
 CoreWeave | GLM-5.3-Flash | 1M | Open | 28 | $1.03 | 250 | 1.31 | 11.33 | 8.02 | |
| Crusoe | GLM-5.3-Flash (FP4) | 1.05M | Open | 28 | $0.94 | 268 | 0.79 | 10.13 | 7.47 | |
| Inco | GLM-5.3-Flash (FAST) | 1M | Open | 28 | $1.15 | 1,382 | 1.47 | 3.28 | 1.45 | |
| LithosAI | GLM-5.3-Flash (FP4) | 1.05M | Open | 28 | $0.59 | 221 | 1.09 | 12.42 | 9.06 | |
| LithosAI | GLM-5.3-Flash (FP4, ULTRA CHAT) | 1.05M | Open | 28 | $1.15 | -- | -- | -- | -- | |
| PrimaLabs | GLM-5.3-Flash | 1.05M | Open | 28 | $0.90 | 284 | 0.68 | 9.48 | 7.04 | |
| LithosAI | GLM-5.3-Flash (FP4, ULTRA) | 1.05M | Open | 28 | $1.18 | 336 | 0.99 | 8.43 | 5.95 | |
| Xiaomi | MiMo-V2.6-Flash | 1M | Open | 27 | $0.13 | 36 | 2.70 | 71.84 | 55.31 | |
| DeepInfra | MiMo-V2.6-Flash | 1M | Open | 27 | $0.08 | 51 | 2.42 | 51.28 | 39.08 | |
| GMI | MiMo-V2.6-Flash (BF16) | 524k | Open | 27 | $0.11 | 35 | 2.78 | 74.50 | 57.38 | |
| Makora | MiMo-V2.6-Flash | 1.05M | Open | 27 | $0.39 | 130 | 1.02 | 20.25 | 15.39 | |
 Mistral | Mistral Large 4 (high) | 1M | Open | 26 | $2.06 | -- | -- | -- | -- | |
| Google | Claude Sonnet 5.5 (low with fallback) | 1M | Proprietary | 25 | $1.03 | 106 | 1.07 | 5.78 | -- | |
| Anthropic | Claude Sonnet 5.5 (low with fallback) | 1M | Proprietary | 25 | $0.51 | 106 | 1.20 | 5.93 | -- | |
| Amazon Bedrock | Claude Sonnet 5.5 (low with fallback) | 1M | Proprietary | 25 | $0.48 | 108 | 1.59 | 6.23 | -- | |
| Microsoft Azure | Claude Sonnet 5.5 (low with fallback) | 1M | Proprietary | 25 | $0.48 | 102 | 1.01 | 5.89 | -- | |
| Fireworks | Muse Spark Open (xhigh) | 1.05M | Open | 25 | $2.02 | 64 | 0.83 | 39.95 | 31.30 | |
| Baseten | Muse Spark Open (xhigh) | 1.05M | Open | 25 | $2.81 | 220 | 0.24 | 11.62 | 9.10 | |
| Nebius | Muse Spark Open (xhigh) (FP4) | 1.05M | Open | 25 | $1.61 | 216 | 1.46 | 13.02 | 9.24 | |
| Together AI | Muse Spark Open (xhigh) | 1.05M | Open | 25 | $2.02 | 143 | 0.67 | 18.15 | 13.99 | |
| Makora | Muse Spark Open (xhigh) (NVFP4) | 1.05M | Open | 25 | $1.68 | 393 | 0.67 | 7.03 | 5.09 | |
| Anthropic | Claude Haiku 5.5 (medium) | 1M | Proprietary | 25 | $0.09 | 176 | 13.81 | 16.65 | -- | |
| OpenAI | GPT-6 Luna (xhigh) | 1M | Proprietary | 23 | $0.10 | 129 | 35.69 | 39.57 | -- | |
| Mistral | Mistral Large 4 (medium) | 1M | Open | 23 | $1.41 | -- | -- | -- | -- | |
| GMI | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 23 | $2.66 | 71 | 3.15 | 38.16 | 28.01 | |
| DeepSeek | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 23 | $1.77 | 83 | 1.76 | 32.03 | 24.22 | |
| SiliconFlow | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 23 | $2.52 | 65 | 2.09 | 40.65 | 30.85 | |
| Baseten | DeepSeek V4 Pro 0813 (max) | 1M | Open | 23 | $4.95 | 146 | 1.56 | 18.71 | 13.72 | |
| Novita | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 23 | $1.86 | 72 | 1.94 | 36.74 | 27.84 | |
| DigitalOcean | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 23 | $4.94 | 58 | 0.86 | 44.09 | 34.58 | |
| DeepInfra | DeepSeek V4 Pro 0813 (max) | 1M | Open | 23 | $2.98 | 76 | 1.18 | 34.22 | 26.44 | |
| Systalyze | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 23 | $1.49 | 305 | 1.89 | 10.09 | 6.56 | |
| Nebius | DeepSeek V4 Pro 0813 (max) | 1.05M | Open | 23 | $13.43 | 165 | 1.63 | 16.76 | 12.10 | |
| Zai | GLM-5.3 (low) | 1M | Open | 23 | $1.57 | 84 | 1.68 | 31.43 | 23.80 | |
| Supernova | GLM-5.3 (low) (FP4) | 1M | Open | 23 | $0.70 | 182 | 1.83 | 15.53 | 10.96 | |
| Supernova | GLM-5.3 (low) (FP4, FAST) | 1M | Open | 23 | $4.16 | 580 | 1.43 | 5.74 | 3.45 | |
| DigitalOcean | GLM-5.3 (low) | 1.05M | Open | 23 | $1.55 | 61 | 0.86 | 41.93 | 32.85 | |
| Bitdeer AI | GLM-5.3 (low) | 1M | Open | 23 | $1.08 | 157 | 1.55 | 17.47 | 12.73 | |
| Systalyze | GLM-5.3 (low) | 1M | Open | 23 | $0.33 | 685 | 0.97 | 4.62 | 2.92 | |
| Scaleway | GLM-5.3 (low) | 262k | Open | 23 | $10.22 | 262 | 1.27 | 10.81 | 7.63 | |
| Inco | GLM-5.3 (low) | 164k | Open | 23 | $3.56 | 80 | 1.61 | 32.84 | 24.98 | |
| Inco | GLM-5.3 (low) (FAST) | 1M | Open | 23 | $3.21 | 505 | 0.84 | 5.79 | 3.96 | |
| Google | Gemini 3.8 Flash (low) AI Studio | 1M | Proprietary | 22 | -- | -- | -- | -- | -- | |
| OpenAI | GPT-6 Luna (high) | 1M | Proprietary | 21 | $0.07 | 121 | 26.61 | 30.74 | -- | |
| Microsoft Azure | GPT-6 Luna (high) | 524k | Proprietary | 21 | $0.08 | -- | -- | -- | -- | |
| DeepInfra | Qwen3.8 27B (xhigh) | 262k | Open | 20 | $1.54 | 44 | 1.09 | 57.40 | 45.05 | |
| CoreWeave | Qwen3.8 27B (xhigh) (FP8) | 262k | Open | 20 | $3.30 | 70 | 1.86 | 37.60 | 28.59 | |
| Alibaba Cloud | Qwen3.8 27B (xhigh) | 1M | Open | 20 | $3.53 | 41 | 4.02 | 64.40 | 48.30 | |
| Parasail | Qwen3.8 27B (xhigh) (FP8) | 262k | Open | 20 | $1.78 | 84 | 1.24 | 31.03 | 23.83 | |
| Multiverse Computing | Qwen3.8 27B (xhigh) | 262k | Open | 20 | $1.47 | 236 | 0.90 | 11.50 | 8.48 | |
| Wafer | Qwen3.8 27B (xhigh) | 262k | Open | 20 | $1.72 | 91 | 1.16 | 28.50 | 21.88 | |
| Crusoe | Qwen3.8 27B (xhigh) | 262k | Open | 20 | $2.61 | 100 | 0.82 | 25.81 | 20.00 | |
| Nebius | Qwen3.8 27B (xhigh) (FP4) | 262k | Open | 20 | $1.98 | 410 | 1.38 | 7.48 | 4.88 | |
| Modular | Qwen3.8 27B (xhigh) (NVFP4) | 262k | Open | 20 | $0.00 | 109 | 0.63 | 23.47 | 18.27 | |
| SiliconFlow | Qwen3.8 27B (xhigh) | 262k | Open | 20 | $2.73 | 29 | 3.55 | 89.83 | 69.02 | |
| Parasail | MiniMax-M3 (MXFP8) | 1M | Open | 19 | $1.17 | 173 | 1.31 | 15.79 | 11.59 | |
| CoreWeave | MiniMax-M3 (NVFP4) | 262k | Open | 19 | $1.48 | 312 | 1.23 | 9.26 | 6.42 | |
| Together AI | MiniMax-M3 | 1M | Open | 19 | $1.49 | 107 | 0.62 | 23.90 | 18.63 | |
| Novita | MiniMax-M3 | 1M | Open | 19 | $1.16 | 120 | 1.56 | 22.47 | 16.73 | |
| Modular | MiniMax-M3 | 1M | Open | 19 | $1.15 | 166 | 1.21 | 16.31 | 12.07 | |
| Nebius | MiniMax-M3 (FP8) | 1.05M | Open | 19 | $1.30 | 335 | 1.45 | 8.91 | 5.96 | |
| SiliconFlow | MiniMax-M3 (FP8) | 1M | Open | 19 | $1.14 | 117 | 1.45 | 22.86 | 17.13 | |
| MiniMax | MiniMax-M3 | 512k | Open | 19 | $1.29 | 112 | 0.77 | 23.07 | 17.84 | |
| DeepInfra | MiniMax-M3 | 524k | Open | 19 | $1.11 | 42 | 0.76 | 59.98 | 47.38 | |
| GMI | MiniMax-M3 | 1.05M | Open | 19 | $0.91 | 114 | 1.08 | 23.06 | 17.59 | |
| Fireworks | MiniMax-M3 | 524k | Open | 19 | $1.26 | 290 | 0.75 | 9.37 | 6.89 | |
| Anthropic | Claude Haiku 5.5 (low) | 1M | Proprietary | 19 | $0.04 | 167 | 8.95 | 11.94 | -- | |
| DeepSeek | DeepSeek V4.1 Flash 1017 (non-reasoning) | 1M | Open | 19 | $0.43 | 185 | 1.37 | 4.08 | -- | |
| Inco | DeepSeek V4.1 Flash 1017 (non-reasoning) (FAST) | 1.05M | Open | 19 | -- | 1,116 | 1.45 | 1.90 | -- | |
| OpenAI | GPT-6 Luna (medium) | 1M | Proprietary | 18 | $0.04 | -- | -- | -- | -- | |
 Institute of Foundation Models | K2 Horizon 375B A23B | 524k | Open | 18 | $0.00 | 665 | 2.36 | 6.12 | 3.01 | |
| Baseten |  Beam 1.0 (NVFP4) | 1.05M | Open | 18 | $0.45 | 528 | 0.39 | 5.13 | 3.79 | |
| CoreWeave | Beam 1.0 (NVFP4) | 1.05M | Open | 18 | $0.70 | 330 | 1.11 | 8.69 | 6.07 | |
| Together AI | Beam 1.0 (NVFP4) | 1.05M | Open | 18 | $0.28 | 332 | 0.59 | 8.13 | 6.03 | |
| DigitalOcean | Beam 1.0 | 1.05M | Open | 18 | $0.28 | 235 | 0.48 | 11.13 | 8.51 | |
| Nebius | Beam 1.0 (NVFP4) | 1.05M | Open | 18 | $0.65 | 524 | 1.23 | 6.00 | 3.82 | |
| Alibaba Cloud | Qwen3.8 27B (medium) | 1M | Open | 17 | $2.16 | 48 | 4.02 | 55.63 | 41.29 | |
| Alibaba Cloud | Qwen3.8 27B (low) | 1M | Open | 16 | $1.91 | 47 | 4.11 | 56.99 | 42.31 | |
| PrimaLabs |  Nemotron 3.5 Super VL (NVFP4) | 1.05M | Open | 14 | $0.45 | 554 | 0.88 | 5.40 | 3.61 | |
| DeepInfra | Nemotron 3.5 Super VL | 1M | Open | 14 | $0.35 | 535 | 0.65 | 5.32 | 3.74 | |
| Baseten | Nemotron 3.5 Super VL | 1M | Open | 14 | $0.31 | 534 | 0.28 | 4.96 | 3.74 | |
| Nebius | Nemotron 3.5 Super VL | 1.05M | Open | 14 | $0.84 | 381 | 1.30 | 7.87 | 5.25 | |
| CoreWeave | Nemotron 3.5 Super VL (NVFP4) | 1M | Open | 14 | $0.47 | 497 | 1.72 | 6.76 | 4.03 | |
| DigitalOcean | Nemotron 3.5 Super VL | 131k | Open | 14 | $0.94 | 177 | 0.65 | 14.75 | 11.27 | |
| Crusoe | Nemotron 3.5 Super VL | 262k | Open | 14 | $0.52 | 150 | 0.54 | 17.25 | 13.37 | |
| Together AI | Nemotron 3.5 Super VL (NVFP4) | 262k | Open | 14 | $0.61 | 473 | 0.59 | 5.88 | 4.23 | |
| DeepInfra |  Inkling Small | 524k | Open | 13 | $0.29 | 331 | 0.55 | 8.10 | 6.04 | |
| Thinking Machines | Inkling Small | 256k | Open | 13 | $0.20 | 226 | 1.59 | 12.65 | 8.84 | |
| DeepInfra | Inkling (xhigh) (FP8) | 131k | Open | 12 | $1.26 | 344 | 0.54 | 7.82 | 5.82 | |
| Together AI | Inkling (xhigh) | 524k | Open | 12 | $2.74 | 132 | 0.71 | 19.68 | 15.17 | |
| Modal | Inkling (xhigh) (NVFP4) | 1.05M | Open | 12 | $1.99 | 198 | 0.94 | 13.58 | 10.12 | |
| Thinking Machines | Inkling (xhigh) | 262k | Open | 12 | $1.35 | 211 | 1.72 | 13.55 | 9.47 | |
| Databricks | Inkling (xhigh) | 1M | Open | 12 | $1.38 | -- | -- | -- | -- | |
| Fireworks | Inkling (xhigh) | 1.05M | Open | 12 | $1.44 | 195 | 0.53 | 13.36 | 10.26 | |
| CoreWeave | Nemotron 3 Ultra | 262k | Open | 12 | $3.16 | 361 | 1.15 | 8.83 | 6.29 | |
| DeepInfra | Nemotron 3 Ultra | 262k | Open | 12 | $1.74 | 74 | 1.43 | 39.05 | 30.84 | |
| DeepInfra | Nemotron 3 Ultra BF16 | 262k | Open | 12 | $4.03 | 88 | 1.14 | 32.60 | 25.79 | |
| Nebius | Nemotron 3 Ultra | 256k | Open | 12 | $3.81 | 342 | 1.94 | 10.05 | 6.64 | |
| Fireworks | Nemotron 3 Ultra | 262k | Open | 12 | $2.21 | 157 | 0.64 | 18.36 | 14.53 | |
| Google | Gemini 3.5 Flash-Lite AI Studio | 1M | Proprietary | 12 | $0.69 | 442 | 6.40 | 7.54 | -- | |
| Alibaba Cloud | Qwen3.8 27B (non-reasoning) | 1M | Open | 10 | $3.77 | 45 | 4.05 | 15.10 | -- | |
| Multiverse Computing | Qwen3.8 27B (non-reasoning) | 262k | Open | 10 | $1.95 | 274 | 0.91 | 2.74 | -- | |
| Wafer | Qwen3.8 27B (non-reasoning) | 262k | Open | 10 | $2.03 | 112 | 1.19 | 5.64 | -- | |
| Crusoe | Qwen3.8 27B (non-reasoning) | 262k | Open | 10 | $3.31 | 104 | 0.82 | 5.61 | -- | |
| Modular | Qwen3.8 27B (non-reasoning) (NVFP4) | 262k | Open | 10 | $0.00 | 173 | 0.66 | 3.55 | -- | |
| Nebius | Qwen3.8 27B (non-reasoning) (FP4) | 262k | Open | 10 | $2.33 | 410 | 1.37 | 2.59 | -- | |
| SiliconFlow | Qwen3.8 27B (non-reasoning) | 262k | Open | 10 | $3.40 | 45 | 3.51 | 14.67 | -- | |
| OpenAI | GPT-6 Luna (low) | 1M | Proprietary | 10 | $0.01 | 115 | 2.54 | 6.88 | -- | |
| OpenAI | GPT-6 Luna (non-reasoning) | 1M | Proprietary | 9 | $0.07 | 110 | 0.81 | 5.34 | -- | |
| Microsoft Azure | GPT-6 Luna (non-reasoning) | 524k | Proprietary | 9 | $0.08 | 147 | 1.08 | 4.47 | -- | |
| Together AI | Muse Glimmer (high) | 131k | Open | 6 | $0.23 | 107 | 0.71 | 24.05 | 18.67 | |
| DeepInfra | Muse Glimmer (high) | 131k | Open | 6 | $0.13 | 137 | 1.04 | 19.29 | 14.60 | |
| Systalyze | Muse Glimmer (high) | 131k | Open | 6 | $0.06 | 178 | 1.37 | 15.43 | 11.24 | |
 Cohere | Command A+ | 200k | Open | 6 | $0.00 | 176 | 0.46 | 14.64 | 11.34 | |
| DeepInfra | Nemotron 3.5 Lightning (NVFP4) | 262k | Open | 6 | $0.31 | 275 | 0.51 | 9.61 | 7.28 | |
| Nebius | Nemotron 3.5 Lightning (BF16) | 1.05M | Open | 6 | $0.32 | 272 | 1.01 | 10.21 | 7.36 | |
| CoreWeave | Nemotron 3.5 Lightning (BF16) | 262k | Open | 6 | $0.24 | 351 | 0.74 | 7.86 | 5.70 | |
| Fireworks | Nemotron 3.5 Lightning (BF16) | 262k | Open | 6 | $0.07 | 399 | 0.54 | 6.81 | 5.02 | |
| PrimaLabs | Nemotron 3.5 Lightning (NVFP4) | 1.05M | Open | 6 | $0.55 | 709 | 0.55 | 4.07 | 2.82 | |
| Crusoe | Nemotron 3.5 Lightning (BF16) | 262k | Open | 6 | $0.26 | 271 | 0.47 | 9.71 | 7.39 | |
| CoreWeave |  Granite 4.2 8B | 131k | Open | 5 | $0.09 | 101 | 0.93 | 25.73 | 19.85 | |
| DeepInfra | Granite 4.2 8B | 131k | Open | 5 | $0.04 | 61 | 0.97 | 42.08 | 32.89 | |
| Mistral | Mistral Small 4 | 256k | Open | 4 | $0.04 | 170 | 0.92 | 15.64 | 11.78 | |
| Alibaba Cloud | Qwen3.5 Omni Plus | 256k | Proprietary | -- | -- | 131 | 2.08 | 5.90 | -- | |
| DeepInfra | Qwen3.5 122B A10B (non-reasoning) (FP4) | 262k | Open | -- | -- | 55 | 1.08 | 10.22 | -- | |
| Alibaba Cloud | Qwen3.5 122B A10B (non-reasoning) | 262k | Open | -- | -- | 141 | 2.31 | 5.86 | -- | |
| SiliconFlow | Gemma 4 12B (non-reasoning) | 262k | Open | -- | -- | 115 | 2.21 | 6.54 | -- | |
 Apodex | Apodex 1.1 | 256k | Proprietary | -- | -- | -- | -- | -- | -- | |
| Alibaba Cloud | Qwen3 Omni 30B A3B | 65.5k | Open | -- | -- | 95 | 1.84 | 7.11 | -- | |
| Amazon Bedrock | Nova 2.0 Pro Preview (medium) | 256k | Proprietary | -- | -- | 124 | 12.31 | 32.44 | 16.11 | |
| Alibaba Cloud | Qwen3.5 397B A17B | 262k | Open | -- | -- | 58 | 2.23 | 66.29 | 55.37 | |
| Parasail | Qwen3.5 397B A17B | 262k | Open | -- | -- | 103 | 1.27 | 37.03 | 30.91 | |
| DeepInfra | Qwen3.5 397B A17B (FP8) | 262k | Open | -- | -- | 57 | 1.09 | 66.07 | 56.17 | |
| Novita | Qwen3.5 397B A17B | 262k | Open | -- | -- | 58 | 2.29 | 65.93 | 55.00 | |
| DigitalOcean | Qwen3.5 397B A17B | 131k | Open | -- | -- | 16 | 1.33 | 231.39 | 198.86 | |
| Mistral | Mistral Small 4 (non-reasoning) | 262k | Open | -- | -- | 163 | 0.86 | 3.92 | -- | |
 Upstage | Solar Pro 4 | 512k | Proprietary | -- | -- | 99 | 1.93 | 27.12 | 20.15 | |
 Groq | gpt-oss-20b (low) | 131k | Open | -- | -- | 830 | 0.73 | 3.74 | 2.41 | |
| CoreWeave | gpt-oss-20b (low) | 131k | Open | -- | -- | 159 | 0.59 | 16.32 | 12.59 | |
| Amazon Bedrock | gpt-oss-20b (low) | 131k | Open | -- | -- | 174 | 6.50 | 20.91 | 11.53 | |
| Microsoft Azure | o3 | 200k | Proprietary | -- | -- | 114 | 23.18 | 27.58 | -- | |
| OpenAI | o3 | 200k | Proprietary | -- | -- | 163 | 6.80 | 9.86 | -- | |
| Cohere | North Mini Code | 256k | Open | -- | -- | 87 | 0.43 | 29.04 | 22.89 | |
| Together AI | Qwen3.5 9B (non-reasoning) (FP8) | 262k | Open | -- | -- | 92 | 0.52 | 5.94 | -- | |
| SiliconFlow | Qwen3.5 122B A10B (FP8) | 262k | Open | -- | -- | 73 | 1.76 | 36.01 | 27.40 | |
| DeepInfra | Qwen3.5 122B A10B (FP4) | 262k | Open | -- | -- | 53 | 1.12 | 48.72 | 38.08 | |
| Alibaba Cloud | Qwen3.5 122B A10B | 262k | Open | -- | -- | 130 | 2.31 | 21.60 | 15.43 | |
| Novita | Qwen3.5 122B A10B | 262k | Open | -- | -- | 100 | 2.47 | 27.36 | 19.91 | |
| Novita | Nemotron 3 Nano (non-reasoning) (FP4) | 262k | Open | -- | -- | 213 | 1.17 | 3.52 | -- | |
| DeepInfra | Nemotron 3 Nano (non-reasoning) | 262k | Open | -- | -- | 218 | 0.53 | 2.82 | -- | |
| Crusoe | Nemotron 3 Nano (non-reasoning) (FP8) | 262k | Open | -- | -- | 292 | 0.40 | 2.12 | -- | |
| Databricks | Qwen3 Next 80B A3B | 262k | Open | -- | -- | 211 | 0.97 | 3.33 | -- | |
| DeepInfra | Qwen3 Next 80B A3B | 262k | Open | -- | -- | 163 | 0.83 | 3.90 | -- | |
| Parasail | Qwen3 Next 80B A3B | 262k | Open | -- | -- | 171 | 0.84 | 3.76 | -- | |
| Microsoft Azure | Phi-4 Multimodal | 4.1k | Open | -- | -- | -- | -- | -- | -- | |
| SiliconFlow | Qwen3.5 9B (FP8) | 262k | Open | -- | -- | 46 | 2.32 | 56.73 | 43.52 | |
| Together AI | Qwen3.5 9B (FP8) | 262k | Open | -- | -- | 93 | 0.53 | 27.51 | 21.59 | |
| DeepInfra | NVIDIA Nemotron Nano 9B V2 (non-reasoning) | 131k | Open | -- | -- | 242 | 0.48 | 2.54 | -- | |
| Amazon Bedrock | NVIDIA Nemotron Nano 9B V2 (non-reasoning) | 131k | Open | -- | -- | 166 | 1.09 | 4.11 | -- | |
| DeepInfra | Qwen3.5 4B (non-reasoning) FP8 | 262k | Open | -- | -- | 27 | 0.83 | 19.67 | -- | |
| DeepInfra | Qwen3.5 397B A17B (non-reasoning) (FP8) | 262k | Open | -- | -- | 56 | 1.13 | 10.07 | -- | |
| Alibaba Cloud | Qwen3.5 397B A17B (non-reasoning) | 262k | Open | -- | -- | 59 | 2.21 | 10.68 | -- | |
| DigitalOcean | Qwen3.5 397B A17B (non-reasoning) | 131k | Open | -- | -- | 8 | 1.87 | 64.89 | -- | |
| Novita | Qwen3.5 397B A17B (non-reasoning) | 262k | Open | -- | -- | 59 | 2.24 | 10.65 | -- | |
| Amazon Bedrock | Nova Micro | 130k | Proprietary | -- | -- | 277 | 0.78 | 2.58 | -- | |
| CoreWeave | gpt-oss-20b (high) | 131k | Open | -- | -- | 160 | 0.63 | 16.20 | 12.46 | |
| Amazon Bedrock | gpt-oss-20b (high) | 131k | Open | -- | -- | 200 | 28.45 | 40.94 | 9.99 | |
| DeepInfra | gpt-oss-20b (high) | 131k | Open | -- | -- | 119 | 0.49 | 21.44 | 16.76 | |
| Groq | gpt-oss-20b (high) | 131k | Open | -- | -- | 865 | 0.71 | 3.60 | 2.31 | |
| Cohere | Command A | 288k | Open | -- | -- | 14 | 2.30 | 36.85 | -- | |
| Microsoft Azure | Command A | 256k | Open | -- | -- | 42 | 2.90 | 14.76 | -- | |
 Sarvam | Sarvam 105B (high) | 128k | Open | -- | -- | 134 | 1.65 | 20.37 | 14.97 | |
| DeepInfra | Gemma 4 E4B (non-reasoning) | 131k | Open | -- | -- | 52 | 0.76 | 10.41 | -- | |
| OpenAI | GPT-5.3 Codex (xhigh) | 400k | Proprietary | -- | -- | 111 | 65.02 | 69.53 | -- | |
| SiliconFlow |  LongCat 2.0 (FP8) | 262k | Open | -- | -- | 75 | 2.76 | 36.12 | 26.69 | |
| DeepInfra | Llama 3.2 11B (Vision) | 131k | Open | -- | -- | 24 | 1.42 | 22.33 | -- | |
| Amazon Bedrock | Nova 2.0 Lite (high) | 1M | Proprietary | -- | -- | 178 | 18.01 | 32.04 | 11.22 | |
| Upstage | Solar Mini 4 | 524k | Proprietary | -- | -- | 103 | 2.06 | 26.22 | 19.32 | |
| DeepInfra | Qwen3.5 4B (FP8) | 262k | Open | -- | -- | 24 | 0.82 | 106.42 | 84.48 | |
| Scaleway | Qwen3.6 35B A3B (non-reasoning) | 262k | Open | -- | -- | 169 | 1.06 | 4.03 | -- | |
| CoreWeave | Qwen3.6 35B A3B (non-reasoning) (FP8) | 262k | Open | -- | -- | 162 | 1.26 | 4.35 | -- | |
| DeepInfra | Qwen3.6 35B A3B (non-reasoning) (FP8) | 262k | Open | -- | -- | 120 | 0.78 | 4.96 | -- | |
| Novita | Qwen3.6 35B A3B (non-reasoning) | 205k | Open | -- | -- | 147 | 1.87 | 5.26 | -- | |
| GMI | Qwen3.6 35B A3B (non-reasoning) FP8 | 262k | Open | -- | -- | 119 | 1.79 | 5.98 | -- | |
| Parasail | Qwen3.6 35B A3B (non-reasoning) (FP8) | 262k | Open | -- | -- | 101 | 0.96 | 5.89 | -- | |
| Alibaba Cloud | Qwen3.6 35B A3B (non-reasoning) | 262k | Open | -- | -- | 147 | 2.08 | 5.48 | -- | |
| Amazon Bedrock | Ministral 3 3B | 256k | Open | -- | -- | 423 | 0.85 | 2.03 | -- | |
| Mistral | Ministral 3 3B | 131k | Open | -- | -- | 175 | 0.81 | 3.67 | -- | |
| Novita | Gemma 4 26B A4B | 262k | Open | -- | -- | 91 | 1.26 | 28.64 | 21.91 | |
| Google | Gemma 4 26B A4B AI Studio | 262k | Open | -- | -- | 47 | 0.93 | 54.66 | 42.98 | |
| Systalyze | Gemma 4 26B A4B | 131k | Open | -- | -- | 476 | 0.91 | 6.16 | 4.21 | |
| CoreWeave | Gemma 4 26B A4B | 262k | Open | -- | -- | 108 | 0.89 | 24.04 | 18.52 | |
| DeepInfra | Gemma 4 26B A4B (FP8) | 262k | Open | -- | -- | 72 | 0.90 | 35.46 | 27.65 | |
| Parasail | Gemma 4 26B A4B | 256k | Open | -- | -- | 127 | 1.11 | 20.78 | 15.74 | |
| Makora | Gemma 4 26B A4B | 1M | Open | -- | -- | 227 | 0.54 | 11.56 | 8.81 | |
| Alibaba Cloud | Qwen3.5 Omni Flash | 256k | Proprietary | -- | -- | 239 | 1.79 | 3.88 | -- | |
| Amazon Bedrock | Nova 2.0 Lite (low) | 1M | Proprietary | -- | -- | 193 | 8.31 | 21.28 | 10.37 | |
| Amazon Bedrock | Magistral Small 1.2 | 128k | Open | -- | -- | 74 | 1.51 | 35.21 | 26.97 | |
| Parasail | Gemma 4 26B A4B (non-reasoning) | 262k | Open | -- | -- | 124 | 1.12 | 5.15 | -- | |
| Systalyze | Gemma 4 26B A4B (non-reasoning) | 131k | Open | -- | -- | 526 | 0.89 | 1.84 | -- | |
| SiliconFlow | Gemma 4 26B A4B (non-reasoning) (FP8) | 262k | Open | -- | -- | 112 | 2.08 | 6.55 | -- | |
| CoreWeave | Gemma 4 26B A4B (non-reasoning) | 262k | Open | -- | -- | 102 | 0.88 | 5.78 | -- | |
| DeepInfra | Gemma 4 26B A4B (non-reasoning) (FP8) | 262k | Open | -- | -- | 82 | 0.65 | 6.74 | -- | |
| Novita | Gemma 4 26B A4B (non-reasoning) | 262k | Open | -- | -- | 110 | 1.17 | 5.70 | -- | |
| Makora | Gemma 4 26B A4B (non-reasoning) | 1M | Open | -- | -- | 316 | 0.59 | 2.17 | -- | |
| Scaleway | Gemma 4 26B A4B (non-reasoning) | 262k | Open | -- | -- | 161 | 0.84 | 3.94 | -- | |
| Mistral | Ministral 3 14B | 262k | Open | -- | -- | 51 | 1.05 | 10.89 | -- | |
| Amazon Bedrock | Ministral 3 14B | 256k | Open | -- | -- | 234 | 0.85 | 2.99 | -- | |
| DigitalOcean | Ministral 3 14B | 262k | Open | -- | -- | 36 | 0.99 | 15.00 | -- | |
 Inception | Mercury 2.5 | 256k | Proprietary | -- | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Nova 2.0 Lite (non-reasoning) | 1M | Proprietary | -- | -- | 177 | 1.05 | 3.88 | -- | |
| Nebius | Nemotron 3 Nano | 262k | Open | -- | -- | 202 | 1.04 | 13.43 | 9.92 | |
| Novita | Nemotron 3 Nano (FP4) | 262k | Open | -- | -- | 191 | 1.16 | 14.23 | 10.46 | |
| DeepInfra | Nemotron 3 Nano | 262k | Open | -- | -- | 234 | 0.51 | 11.21 | 8.56 | |
| Crusoe | Nemotron 3 Nano (FP8) | 262k | Open | -- | -- | 296 | 0.42 | 8.86 | 6.76 | |
| DeepInfra | DeepSeek V4 Flash Vision (max) | 1M | Proprietary | -- | -- | 53 | 1.29 | 48.25 | 37.57 | |
| GMI | DeepSeek V4 Flash Vision (max) | 1M | Proprietary | -- | -- | 170 | 2.41 | 17.07 | 11.73 | |
| SiliconFlow | DeepSeek V4 Flash Vision (max) | 1M | Proprietary | -- | -- | 168 | 1.30 | 16.14 | 11.88 | |
| InclusionAI | Ling 3.0 Tiny | 262k | Open | -- | -- | 58 | 2.55 | 45.88 | 34.66 | |
 Celeris | Celeris-1 | 131k | Proprietary | -- | -- | 1,638 | 0.54 | 0.85 | -- | |
| Cohere | Tiny Aya Global | 8.19k | Open | -- | -- | -- | -- | -- | -- | |
| Nebius |  Hermes 4 405B (FP8) | 128k | Open | -- | -- | 41 | 2.32 | 63.39 | 48.86 | |
| Alibaba Cloud | Qwen3.6 35B A3B | 229k | Open | -- | -- | 134 | 2.06 | 46.09 | 40.30 | |
| SiliconFlow | Qwen3.6 35B A3B (FP8) | 262k | Open | -- | -- | 128 | 1.12 | 47.26 | 42.23 | |
| DeepInfra | Qwen3.6 35B A3B (FP8) | 262k | Open | -- | -- | 110 | 0.77 | 54.33 | 49.02 | |
| CoreWeave | Qwen3.6 35B A3B (FP8) | 262k | Open | -- | -- | 157 | 1.22 | 38.84 | 34.43 | |
| GMI | Qwen3.6 35B A3B FP8 | 262k | Open | -- | -- | 125 | 1.79 | 49.02 | 43.23 | |
| Parasail | Qwen3.6 35B A3B | 262k | Open | -- | -- | 104 | 0.88 | 57.30 | 51.64 | |
| Novita | Qwen3.6 35B A3B | 205k | Open | -- | -- | 136 | 1.81 | 45.32 | 39.81 | |
| Scaleway | Qwen3.6 35B A3B | 262k | Open | -- | -- | 168 | 1.21 | 36.20 | 32.02 | |
| DigitalOcean | Nemotron 3 Nano Omni 30B A3B | 65.5k | Open | -- | -- | 230 | 0.86 | 11.71 | 8.68 | |
| GMI | Kimi K2.7 Code (FP8) | 65.5k | Open | -- | -- | 64 | 5.57 | 48.24 | 34.85 | |
| CoreWeave | Kimi K2.7 Code | 262k | Open | -- | -- | 76 | 1.57 | 37.50 | 29.35 | |
| Novita | Kimi K2.7 Code | 262k | Open | -- | -- | 46 | 3.84 | 63.49 | 48.72 | |
| DeepInfra | Kimi K2.7 Code | 262k | Open | -- | -- | 60 | 1.25 | 46.40 | 36.89 | |
| Kimi | Kimi K2.7 Code | 256k | Open | -- | -- | 45 | 2.82 | 63.53 | 49.59 | |
| Fireworks | Qwen3.8 2.4T A95B | 262k | Open | -- | -- | 175 | 0.97 | 15.23 | 11.41 | |
| Together AI | Qwen3.8 2.4T A95B | 262k | Open | -- | -- | 74 | 1.22 | 34.94 | 26.98 | |
| DigitalOcean | Qwen3.8 2.4T A95B | 262k | Open | -- | -- | 94 | 0.85 | 27.55 | 21.35 | |
| Modal | Qwen3.8 2.4T A95B | 1M | Open | -- | -- | 228 | 0.70 | 11.66 | 8.77 | |
| DeepInfra | Qwen3.8 2.4T A95B | 262k | Open | -- | -- | 111 | 1.17 | 23.62 | 17.96 | |
| Alibaba Cloud | Qwen3.8 2.4T A95B | 262k | Open | -- | -- | 38 | 3.03 | 68.04 | 52.01 | |
| Novita | Llama 4 Maverick (FP8) | 1.05M | Open | -- | -- | 52 | 1.05 | 10.58 | -- | |
| Microsoft Azure | Llama 4 Maverick (FP8) | 128k | Open | -- | -- | 425 | 1.27 | 2.45 | -- | |
| Amazon Bedrock | Llama 4 Maverick | 128k | Open | -- | -- | -- | -- | -- | -- | |
| DeepInfra | Llama 4 Maverick (FP8) | 1.05M | Open | -- | -- | 54 | 0.89 | 10.17 | -- | |
| DigitalOcean | Llama 4 Maverick | 128k | Open | -- | -- | 19 | 0.98 | 27.57 | -- | |
| Parasail | Llama 4 Maverick (FP8) | 1.05M | Open | -- | -- | 98 | 0.77 | 5.90 | -- | |
| OpenAI | GPT-6 Sol (Daybreak Blue, max) | 1.05M | Proprietary | -- | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Ministral 3 8B | 256k | Open | -- | -- | 234 | 0.94 | 3.07 | -- | |
| Mistral | Ministral 3 8B | 262k | Open | -- | -- | 119 | 1.01 | 5.20 | -- | |
| Groq | Llama 3.3 70B | 131k | Open | -- | -- | 321 | 0.83 | 2.39 | -- | |
| Novita | Llama 3.3 70B | 131k | Open | -- | -- | 43 | 1.85 | 13.39 | -- | |
| SambaNova | Llama 3.3 70B | 128k | Open | -- | -- | -- | -- | -- | -- | |
| Parasail | Llama 3.3 70B (FP8) | 131k | Open | -- | -- | 82 | 2.54 | 8.63 | -- | |
| CoreWeave | Llama 3.3 70B | 128k | Open | -- | -- | 94 | 1.01 | 6.30 | -- | |
| Microsoft Azure | Llama 3.3 70B | 128k | Open | -- | -- | 122 | 2.11 | 6.22 | -- | |
| DeepInfra | Llama 3.3 70B (Turbo, FP8) | 131k | Open | -- | -- | 20 | 2.22 | 27.47 | -- | |
| Amazon Bedrock | Llama 3.3 70B | 128k | Open | -- | -- | -- | -- | -- | -- | |
| Scaleway | Llama 3.3 70B | 100k | Open | -- | -- | 88 | 1.40 | 7.09 | -- | |
| Alibaba Cloud | Qwen3.8-Flash-Next | 1M | Open | -- | -- | 52 | 2.37 | 50.13 | 38.21 | |
| Microsoft Azure | Phi-4 Mini | 128k | Open | -- | -- | 45 | 0.84 | 12.00 | -- | |
| Amazon Bedrock | Nova 2.0 Pro Preview (non-reasoning) | 256k | Proprietary | -- | -- | 126 | 1.12 | 5.10 | -- | |
| DeepInfra | Ling 3.1 Flash | 262k | Open | -- | -- | 25 | 0.72 | 100.17 | 79.56 | |
| InclusionAI | Ling 3.1 Flash | 1M | Open | -- | -- | 218 | 1.84 | 13.30 | 9.17 | |
| Alibaba Cloud | Qwen3.7 Plus | 1M | Proprietary | -- | -- | 58 | 2.42 | 45.80 | 34.71 | |
| Amazon Bedrock | NVIDIA Nemotron Nano 12B v2 VL (non-reasoning) | 128k | Open | -- | -- | 201 | 1.03 | 3.53 | -- | |
| Microsoft Azure | Llama 4 Scout | 128k | Open | -- | -- | 125 | 0.83 | 4.84 | -- | |
| Google | Llama 4 Scout Vertex | 1.31M | Open | -- | -- | 151 | 0.74 | 4.04 | -- | |
| DeepInfra | Llama 4 Scout | 131k | Open | -- | -- | 26 | 1.03 | 20.55 | -- | |
| Amazon Bedrock | Llama 4 Scout | 128k | Open | -- | -- | -- | -- | -- | -- | |
| Novita | Llama 4 Scout | 131k | Open | -- | -- | 31 | 1.02 | 16.93 | -- | |
| SiliconFlow |  Hy3 (FP8) | 256k | Open | -- | -- | 102 | 2.94 | 27.42 | 19.59 | |
| Novita | Hy3 | 262k | Open | -- | -- | 88 | 2.64 | 30.98 | 22.68 | |
| DeepInfra | Hy3 (FP8) | 262k | Open | -- | -- | 69 | 1.97 | 38.19 | 28.97 | |
| GMI | Hy3 | 262k | Open | -- | -- | 107 | 3.09 | 26.35 | 18.61 | |
| Alibaba Cloud | Qwen3 Omni 30B A3B | 65.5k | Open | -- | -- | 99 | 1.87 | 27.07 | 20.16 | |
| Google | Gemini 3.1 Pro Preview (Vertex) | 1M | Proprietary | -- | -- | 95 | 27.15 | 32.44 | -- | |
| Google | Gemini 3.1 Pro Preview (AI Studio) | 1M | Proprietary | -- | -- | 143 | 19.76 | 23.26 | -- | |
| OpenAI | GPT-5.5 Instant (June 2026) | 400k | Proprietary | -- | -- | 158 | 0.88 | 16.72 | 12.67 | |
| Nebius | gpt-oss-120b (low) Base | 128k | Open | -- | -- | 348 | 0.90 | 8.08 | 5.74 | |
| SambaNova | gpt-oss-120b (low) | 131k | Open | -- | -- | 752 | 1.19 | 4.51 | 2.66 | |
| Google | gpt-oss-120b (low) Vertex | 131k | Open | -- | -- | 38 | 0.73 | 67.15 | 53.14 | |
| Groq | gpt-oss-120b (low) | 131k | Open | -- | -- | 471 | 0.63 | 5.94 | 4.25 | |
| Crusoe | gpt-oss-120b (low) | 131k | Open | -- | -- | 398 | 0.45 | 6.73 | 5.02 | |
| DeepInfra | gpt-oss-120b (low) | 131k | Open | -- | -- | 42 | 0.69 | 59.87 | 47.35 | |
| CoreWeave | gpt-oss-120b (low) | 131k | Open | -- | -- | 137 | 1.38 | 19.62 | 14.59 | |
 Cerebras | gpt-oss-120b (low) | 131k | Open | -- | -- | 1,746 | 0.51 | 1.95 | 1.15 | |
| Microsoft Azure | gpt-oss-120b (low) | 131k | Open | -- | -- | 404 | 0.71 | 6.90 | 4.95 | |
| Baseten | gpt-oss-120b (low) | 128k | Open | -- | -- | 200 | 0.17 | 12.65 | 9.98 | |
| Amazon Bedrock | gpt-oss-120b (low) | 131k | Open | -- | -- | 105 | 0.92 | 24.76 | 19.07 | |
| Parasail | gpt-oss-120b (low) | 131k | Open | -- | -- | 272 | 0.68 | 9.87 | 7.35 | |
| Together AI | gpt-oss-120b (low) | 131k | Open | -- | -- | 137 | 0.52 | 18.79 | 14.62 | |
| Novita | gpt-oss-120b (low) | 131k | Open | -- | -- | 197 | 0.99 | 13.70 | 10.17 | |
| CoreWeave | Gemma 4 31B | 262k | Open | -- | -- | 55 | 2.25 | 42.90 | 31.56 | |
| Modular | Gemma 4 31B (NVFP4) | 262k | Open | -- | -- | 269 | 0.43 | 8.74 | 6.45 | |
| Novita | Gemma 4 31B | 262k | Open | -- | -- | 32 | 2.09 | 71.35 | 53.78 | |
| Google | Gemma 4 31B (AI Studio) | 262k | Open | -- | -- | 35 | 1.08 | 64.44 | 49.19 | |
| Parasail | Gemma 4 31B | 262k | Open | -- | -- | 103 | 1.10 | 22.91 | 16.93 | |
| DeepInfra | Gemma 4 31B | 262k | Open | -- | -- | 28 | 1.40 | 81.56 | 62.23 | |
| Crusoe | Gemma 4 31B | 262k | Open | -- | -- | 49 | 1.09 | 47.15 | 35.76 | |
| SiliconFlow | Gemma 4 31B (FP8) | 262k | Open | -- | -- | 54 | 3.28 | 44.43 | 31.95 | |
| SambaNova | Gemma 4 31B | 131k | Open | -- | -- | 508 | 7.51 | 11.92 | 3.42 | |
| FriendliAI | Gemma 4 31B | 256k | Open | -- | -- | 150 | 0.78 | 15.74 | 11.61 | |
| DigitalOcean | Gemma 4 31B | 262k | Open | -- | -- | 44 | 2.03 | 52.39 | 39.09 | |
| Modular | Gemma 4 31B (non-reasoning) (NVFP4) | 262k | Open | -- | -- | 229 | 0.36 | 2.54 | -- | |
| Parasail | Gemma 4 31B (non-reasoning) | 262k | Open | -- | -- | 97 | 1.09 | 6.22 | -- | |
| FriendliAI | Gemma 4 31B (non-reasoning) | 262k | Open | -- | -- | 148 | 0.68 | 4.06 | -- | |
| CoreWeave | Gemma 4 31B (non-reasoning) | 262k | Open | -- | -- | 53 | 2.23 | 11.72 | -- | |
| SiliconFlow | Gemma 4 31B (non-reasoning) (FP8) | 262k | Open | -- | -- | 57 | 3.16 | 11.89 | -- | |
| SambaNova | Gemma 4 31B (non-reasoning) | 131k | Open | -- | -- | 202 | 4.78 | 7.25 | -- | |
| Crusoe | Gemma 4 31B (non-reasoning) | 262k | Open | -- | -- | 52 | 0.85 | 10.45 | -- | |
| Novita | Gemma 4 31B (non-reasoning) | 262k | Open | -- | -- | 27 | 1.84 | 20.43 | -- | |
| DigitalOcean | Gemma 4 31B (non-reasoning) | 262k | Open | -- | -- | 47 | 2.00 | 12.63 | -- | |
| DeepInfra | Gemma 4 31B (non-reasoning) (FP8) | 262k | Open | -- | -- | 23 | 1.41 | 23.01 | -- | |
| Nebius | Hermes 4 405B (non-reasoning) (FP8) | 128k | Open | -- | -- | 43 | 2.31 | 13.98 | -- | |
| Systalyze | DeepSeek V4 Pro 0813 (non-reasoning) | 1.05M | Open | -- | -- | 296 | 1.85 | 3.54 | -- | |
| DeepSeek | DeepSeek V4 Pro 0813 (non-reasoning) | 1.05M | Open | -- | -- | 92 | 1.81 | 7.25 | -- | |
| Nebius | DeepSeek V4 Pro 0813 (non-reasoning) | 1.05M | Open | -- | -- | 164 | 1.63 | 4.68 | -- | |
| DigitalOcean | DeepSeek V4 Pro 0813 (non-reasoning) | 1.05M | Open | -- | -- | 58 | 0.89 | 9.49 | -- | |
| DeepInfra | Gemma 4 E4B | 131k | Open | -- | -- | 49 | 0.81 | 51.75 | 40.75 | |
 Reka AI | Reka Flash 3 | 54k | Open | -- | -- | 89 | 1.43 | 29.60 | 22.54 | |
| Mistral | Mistral Medium 3.5 | 262k | Open | -- | -- | 176 | 2.45 | 16.66 | 11.37 | |
| InclusionAI | Ring-2.6-1T | 262k | Open | -- | -- | 126 | 3.82 | 23.61 | 15.84 | |
| Microsoft Azure | Phi-4 | 16.4k | Open | -- | -- | 42 | 2.41 | 14.42 | -- | |
| DeepInfra | Phi-4 | 16.4k | Open | -- | -- | 100 | 1.06 | 6.08 | -- | |
| Groq | gpt-oss-120b (high) | 131k | Open | -- | -- | 473 | 0.61 | 5.90 | 4.23 | |
| Scaleway | gpt-oss-120b (high) | 128k | Open | -- | -- | 160 | 1.19 | 16.85 | 12.52 | |
| CoreWeave | gpt-oss-120b (high) | 131k | Open | -- | -- | 133 | 1.40 | 20.20 | 15.04 | |
| Novita | gpt-oss-120b (high) | 131k | Open | -- | -- | 180 | 0.89 | 14.81 | 11.14 | |
| DeepInfra | gpt-oss-120b (high) (Turbo) | 131k | Open | -- | -- | 43 | 0.65 | 59.37 | 46.97 | |
| Microsoft Azure | gpt-oss-120b (high) | 131k | Open | -- | -- | 372 | 0.76 | 7.49 | 5.38 | |
| DeepInfra | gpt-oss-120b (high) | 131k | Open | -- | -- | 39 | 0.64 | 64.14 | 50.80 | |
| Cerebras | gpt-oss-120b (high) | 131k | Open | -- | -- | 1,684 | 0.45 | 1.94 | 1.19 | |
| Google | gpt-oss-120b (high) Vertex | 131k | Open | -- | -- | 88 | 0.84 | 29.33 | 22.79 | |
| Together AI | gpt-oss-120b (high) | 131k | Open | -- | -- | 147 | 0.51 | 17.52 | 13.61 | |
| Crusoe | gpt-oss-120b (high) | 131k | Open | -- | -- | 369 | 0.44 | 7.21 | 5.42 | |
| Baseten | gpt-oss-120b (high) | 128k | Open | -- | -- | 224 | 0.15 | 11.29 | 8.91 | |
| SambaNova | gpt-oss-120b (high) | 131k | Open | -- | -- | 710 | 1.27 | 4.80 | 2.82 | |
| Parasail | gpt-oss-120b (high) | 131k | Open | -- | -- | 287 | 0.70 | 9.41 | 6.97 | |
| Nebius | gpt-oss-120b (high) (Base) | 128k | Open | -- | -- | 340 | 0.92 | 8.27 | 5.89 | |
| Amazon Bedrock | gpt-oss-120b (high) | 131k | Open | -- | -- | 117 | 1.01 | 22.34 | 17.06 | |
| DeepInfra | NVIDIA Nemotron Nano 9B V2 | 131k | Open | -- | -- | 257 | 0.56 | 10.30 | 7.80 | |
 Agnes AI | Agnes 2.5 Pro Beta | 1M | Proprietary | -- | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Nova 2.0 Pro Preview (low) | 256k | Proprietary | -- | -- | 129 | 10.39 | 29.75 | 15.49 | |
| Multiverse Computing | Quasar 438B (max) | 1M | Proprietary | -- | -- | 173 | 1.31 | 15.73 | 11.53 | |
| Amazon Bedrock | Nova 2.0 Lite (medium) | 1M | Proprietary | -- | -- | 192 | 19.74 | 32.75 | 10.41 | |
| Amazon Bedrock | Qwen3 Coder Next | 128k | Open | -- | -- | 126 | 0.94 | 4.91 | -- | |
| Parasail | Qwen3 Coder Next (FP8) | 262k | Open | -- | -- | 75 | 0.83 | 7.49 | -- | |
| SiliconFlow | Gemma 4 12B | 262k | Open | -- | -- | 118 | 2.25 | 23.45 | 16.96 | |