Cheapest AI APIs: compare token prices
Compare reported API input and output prices per million tokens in USD. Sorted by input price, then output price. A low input price does not necessarily mean the lowest total bill: output and reasoning tokens matter too.
Which should you choose?
No single benchmark covers every use case. Try your own prompts and compare accuracy, response time, input/output support, and the actual bill.
AI models
| Model | Intelligence score | Benchmark cost (USD) | Input price / 1M tokens (USD) | Output price / 1M tokens (USD) | Output speed |
|---|---|---|---|---|---|
| Apriel-v1.5-15B-ThinkerServiceNow | 13.80 | - | 0.00 | 0.00 | - |
| Apriel-v1.6-15B-ThinkerServiceNow | 13.40 | - | 0.00 | 0.00 | - |
| G9v3-39A5BAI9Stars | 21.80 | - | 0.00 | 0.00 | - |
| G9v3-3BAI9Stars | 10.80 | - | 0.00 | 0.00 | - |
| Gemini 2.0 Flash (experimental)Google | 8.20 | - | 0.00 | 0.00 | - |
| Gemma 3 1B InstructGoogle | 4.80 | - | 0.00 | 0.00 | - |
| Gemma 3 4B InstructGoogle | 4.80 | - | 0.00 | 0.00 | - |
| Gemma 3n E2B InstructGoogle | 4.80 | - | 0.00 | 0.00 | - |
| LFM2.5-2.6BLiquid AI | 8.40 | - | 0.00 | 0.00 | 199 tok/s |
| LFM2.5-8B-A1BLiquid AI | 7.20 | - | 0.00 | 0.00 | - |
| LFM2.5-VL-1.6BLiquid AI | 4.80 | - | 0.00 | 0.00 | - |
| Ling-3.0-flash-VLInclusionAI | 24.80 | - | 0.00 | 0.00 | 143 tok/s |
| North Mini CodeCohere | 12.80 | - | 0.00 | 0.00 | 63 tok/s |
| Olmo 3.1 32B ThinkAllen Institute for AI | 7.10 | - | 0.00 | 0.00 | - |
| Phi-4 Mini InstructMicrosoft | 6.30 | - | 0.00 | 0.00 | 45 tok/s |
| Phi-4 Multimodal InstructMicrosoft | 5.80 | - | 0.00 | 0.00 | 17 tok/s |
| Sarvam M (Reasoning)Sarvam | 5.30 | - | 0.00 | 0.00 | - |
| Tiny Aya GlobalCohere | 4.80 | - | 0.00 | 0.00 | - |
| Llama 3.1 Instruct 8BMeta | 6.90 | - | 0.02 | 0.05 | 143 tok/s |
| Gemma 4 E4B (Non-reasoning)Google | 7.50 | - | 0.02 | 0.10 | 43 tok/s |
| Gemma 4 E4B (Reasoning)Google | 8.90 | - | 0.02 | 0.10 | 43 tok/s |
| Sarvam 30B (high)Sarvam | 6.60 | - | 0.03 | 0.11 | - |
| Granite 4.2 3BIBMBest value frontier | 9.10 | $14.9 | 0.03 | 0.12 | 215 tok/s |
| Qwen3.5 4B (Non-reasoning)Alibaba | 10.80 | - | 0.03 | 0.15 | 18 tok/s |
| Qwen3.5 4B (Reasoning)Alibaba | 13.10 | - | 0.03 | 0.15 | 28 tok/s |
| Granite 3.3 8B (Non-reasoning)IBM | 4.90 | - | 0.03 | 0.25 | 16 tok/s |
| HyperNova 60B 2605 (high, based on gpt-oss-120b)Multiverse Computing | 11.70 | - | 0.04 | 0.14 | 349 tok/s |
| Llama 3 Instruct 8BMeta | 4.80 | - | 0.04 | 0.14 | - |
| Nova MicroAmazon | 5.90 | - | 0.04 | 0.14 | 261 tok/s |
| NVIDIA Nemotron Nano 9B V2 (Reasoning)NVIDIA | 7.40 | - | 0.04 | 0.16 | 108 tok/s |
| Sarvam 105B (high)Sarvam | 8.80 | - | 0.04 | 0.17 | - |
| Granite 4.1 8BIBM | 6.60 | - | 0.05 | 0.10 | 90 tok/s |
| NVIDIA Nemotron 3 Nano 30B A3B (Non-reasoning)NVIDIA | 6.80 | - | 0.05 | 0.20 | 166 tok/s |
| NVIDIA Nemotron 3 Nano 30B A3B (Reasoning)NVIDIA | 8.90 | $63.7 | 0.05 | 0.20 | 225 tok/s |
| NVIDIA Nemotron Nano 9B V2 (Non-reasoning)NVIDIA | 6.80 | - | 0.05 | 0.20 | 147 tok/s |
| Qwen2.5 TurboAlibaba | 6.40 | - | 0.05 | 0.20 | 105 tok/s |
| Llama 2 Chat 7BMeta | 5.70 | - | 0.05 | 0.25 | - |
| GPT-5 nano (high)OpenAI | 13.00 | - | 0.05 | 0.40 | 152 tok/s |
| GPT-5 nano (medium)OpenAI | 12.50 | - | 0.05 | 0.40 | 158 tok/s |
| GPT-5 nano (minimal)OpenAI | 7.10 | - | 0.05 | 0.40 | 150 tok/s |
| gpt-oss-20b (high)OpenAI | 9.00 | $29.4 | 0.06 | 0.19 | 178 tok/s |
| Nemotron 3.5 LightningNVIDIA | 13.60 | $105 | 0.06 | 0.20 | 271 tok/s |
| Hy3-preview (Non-reasoning)Tencent | 17.00 | - | 0.06 | 0.21 | - |
| Hy3-preview (Reasoning)Tencent | 22.70 | - | 0.06 | 0.21 | - |
| Nova LiteAmazon | 6.70 | - | 0.06 | 0.24 | 171 tok/s |
| Granite 4.0 H SmallIBM | 6.00 | - | 0.06 | 0.25 | 27 tok/s |
| Granite 4.2 8BIBM | 11.80 | $53.1 | 0.06 | 0.25 | 98 tok/s |
| gpt-oss-20b (low)OpenAI | 10.00 | - | 0.07 | 0.20 | 228 tok/s |
| Ling 3.0 FlashInclusionAI | 24.90 | - | 0.07 | 0.22 | 285 tok/s |
| GLM-4.7-Flash (Non-reasoning)Z AI | 10.60 | - | 0.07 | 0.40 | 101 tok/s |
| GLM-4.7-Flash (Reasoning)Z AI | 14.90 | - | 0.07 | 0.40 | 96 tok/s |
| DeepSeek V4 Flash (Non-reasoning)DeepSeek | 18.90 | - | 0.09 | 0.20 | - |
| Nemotron 3 Nano Omni 30B A3B ReasoningNVIDIA | 10.30 | - | 0.09 | 0.36 | - |
| Ministral 3 3BMistral | 4.80 | $61.3 | 0.10 | 0.10 | 171 tok/s |
| Apertus 8B InstructSwiss AI Initiative | 4.80 | - | 0.10 | 0.20 | - |
| Olmo 3 7B InstructAllen Institute for AI | 5.20 | - | 0.10 | 0.20 | - |
| Agnes 2.5 Pro BetaSapiens AI | 35.20 | - | 0.10 | 0.30 | - |
| Gemma 4 12B (Non-reasoning)Google | 9.40 | - | 0.10 | 0.30 | 100 tok/s |
| Gemma 4 12B (Reasoning)Google | 14.20 | - | 0.10 | 0.30 | 105 tok/s |
| MiMo-V2-Flash (Reasoning)Xiaomi | 20.80 | - | 0.10 | 0.30 | - |
| Mistral Small 3Mistral | 6.70 | - | 0.10 | 0.30 | 144 tok/s |
| Mistral Small 3.1Mistral | 7.40 | $35.8 | 0.10 | 0.30 | 147 tok/s |
| Mistral Small 3.2Mistral | 7.00 | $163 | 0.10 | 0.30 | 144 tok/s |
| Step 3.5 FlashStepFun | 16.60 | - | 0.10 | 0.30 | 213 tok/s |
| Step 3.5 Flash 2603StepFun | 17.00 | - | 0.10 | 0.30 | 216 tok/s |
| Gemini 2.5 Flash-Lite (Non-reasoning)Google | 6.70 | - | 0.10 | 0.40 | 279 tok/s |
| Gemini 2.5 Flash-Lite (Reasoning)Google | 8.50 | - | 0.10 | 0.40 | 354 tok/s |
| Gemini 2.5 Flash-Lite Preview (Sep '25) (Non-reasoning)Google | 9.30 | - | 0.10 | 0.40 | - |
| Gemini 2.5 Flash-Lite Preview (Sep '25) (Reasoning)Google | 10.40 | - | 0.10 | 0.40 | - |
| GPT-4.1 nanoOpenAI | 7.80 | - | 0.10 | 0.40 | 108 tok/s |
| Qwen3.5 Omni FlashAlibaba | 12.50 | - | 0.10 | 0.80 | 219 tok/s |
| Gemma 4 26B A4B (Reasoning)Google | 16.70 | - | 0.12 | 0.37 | - |
| DeepSeek V4 Flash (Reasoning, High Effort)DeepSeek | 24.80 | $210 | 0.13 | 0.28 | - |
| DeepSeek V4 Flash (Reasoning, Max Effort)DeepSeek | 24.60 | $191 | 0.13 | 0.28 | - |
| Gemma 4 26B A4B (Non-reasoning)Google | 13.10 | - | 0.13 | 0.40 | 78 tok/s |
| Phi-4Microsoft | 5.90 | - | 0.13 | 0.50 | 41 tok/s |
| Qwen3.5 9B (Reasoning)Alibaba | 13.70 | - | 0.14 | 0.20 | 84 tok/s |
| MiMo-V2.5XiaomiBest value frontier | 22.30 | $42.6 | 0.14 | 0.28 | 52 tok/s |
| Gemma 4 31B (Non-reasoning)Google | 13.90 | - | 0.14 | 0.40 | 53 tok/s |
| Hy3Tencent | 25.80 | $149 | 0.14 | 0.55 | 84 tok/s |
| Ling-flash-2.0InclusionAI | 7.80 | - | 0.14 | 0.57 | 5 tok/s |
| Ring-flash-2.0InclusionAI | 7.20 | - | 0.14 | 0.57 | - |
| Ministral 3 8BMistral | 5.50 | $169 | 0.15 | 0.15 | 87 tok/s |
| Solar MiniUpstage | 6.40 | - | 0.15 | 0.15 | - |
| Qwen3.8-Flash-NextAlibaba | 39.90 | $363 | 0.15 | 0.47 | 54 tok/s |
| GLM-5.3-FlashZ AIBest value frontier | 41.90 | $280 | 0.15 | 0.50 | 90 tok/s |
| gpt-oss-120b (low)OpenAI | 10.20 | - | 0.15 | 0.54 | 208 tok/s |
| gpt-oss-120b (high)OpenAI | 12.30 | $122 | 0.15 | 0.59 | 186 tok/s |
| GPT-4o miniOpenAI | 6.70 | - | 0.15 | 0.60 | 154 tok/s |
| Mistral Small (Feb '24)Mistral | 5.50 | - | 0.15 | 0.60 | 143 tok/s |
| Mistral Small 4 (Non-reasoning)Mistral | 9.00 | - | 0.15 | 0.60 | 147 tok/s |
| Mistral Small 4 (Reasoning)Mistral | 11.50 | $78.7 | 0.15 | 0.60 | 164 tok/s |
| Solar Pro 3Upstage | 7.80 | $159 | 0.15 | 0.60 | 150 tok/s |
| Qwen3 Next 80B A3B (Reasoning)Alibaba | 11.20 | - | 0.15 | 1.20 | 190 tok/s |
| Qwen3 Next 80B A3B InstructAlibaba | 9.60 | - | 0.15 | 1.20 | 174 tok/s |
| Qwen3 32B (Non-reasoning)Alibaba | 7.30 | - | 0.16 | 0.64 | 106 tok/s |
| Qwen3 32B (Reasoning)Alibaba | 7.20 | - | 0.16 | 0.64 | 105 tok/s |
| Qwen3 VL 32B (Reasoning)Alibaba | 11.90 | - | 0.16 | 0.64 | 90 tok/s |
| Qwen3 VL 32B InstructAlibaba | 8.40 | - | 0.16 | 0.64 | 66 tok/s |
| Granite 4.2 30BIBM | 14.80 | - | 0.16 | 0.65 | 77 tok/s |
| Qwen3.5 9B (Non-reasoning)Alibaba | 13.30 | - | 0.17 | 0.25 | 88 tok/s |
| GLM-4.5-AirZ AI | 11.10 | - | 0.17 | 0.98 | 52 tok/s |
| Qwen3 8B (Non-reasoning)Alibaba | 6.00 | - | 0.18 | 0.70 | 39 tok/s |
| Qwen3 VL 8B InstructAlibaba | 7.30 | - | 0.18 | 0.70 | 117 tok/s |
| Qwen3 8B (Reasoning)Alibaba | 5.20 | - | 0.18 | 2.10 | 37 tok/s |
| Qwen3 VL 8B (Reasoning)Alibaba | 8.20 | - | 0.18 | 2.10 | 114 tok/s |
| Nemotron 3 Super 120B A12B (Reasoning)NVIDIA | 13.60 | $859 | 0.19 | 0.65 | 132 tok/s |
| Llama 4 ScoutMeta | 6.50 | $77.6 | 0.19 | 0.68 | 86 tok/s |
| Ministral 3 14BMistral | 6.00 | $250 | 0.20 | 0.20 | 86 tok/s |
| Jamba 1.5 MiniAI21 Labs | 5.20 | - | 0.20 | 0.40 | - |
| Grok 4 Fast (Non-reasoning)SpaceXAI | 11.10 | - | 0.20 | 0.50 | - |
| Grok 4 Fast (Reasoning)SpaceXAI | 17.90 | - | 0.20 | 0.50 | - |
| Mistral Small (Sep '24)Mistral | 5.80 | - | 0.20 | 0.60 | 137 tok/s |
| NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)NVIDIA | 5.80 | - | 0.20 | 0.60 | 63 tok/s |
| NVIDIA Nemotron Nano 12B v2 VL (Reasoning)NVIDIA | 7.50 | - | 0.20 | 0.60 | 47 tok/s |
| Celeris-1Celeris | 6.30 | $60.0 | 0.20 | 0.70 | 1370 tok/s |
| Qwen3 30B A3B (Non-reasoning)Alibaba | 6.60 | - | 0.20 | 0.80 | 109 tok/s |
| Qwen3 30B A3B 2507 InstructAlibaba | 7.50 | - | 0.20 | 0.80 | 141 tok/s |
| Qwen3 VL 30B A3B InstructAlibaba | 7.90 | - | 0.20 | 0.80 | 110 tok/s |
| Reka Flash (Sep '24)Reka AI | 6.40 | - | 0.20 | 0.80 | - |
| Reka Flash 3Reka AI | 5.60 | - | 0.20 | 0.80 | - |
| Step 3.7 FlashStepFun | 19.50 | - | 0.20 | 1.15 | 89 tok/s |
| GPT-5.6 Luna (high)OpenAIBest value frontier | 32.40 | $108 | 0.20 | 1.20 | 108 tok/s |
| GPT-5.6 Luna (low)OpenAI | 21.80 | - | 0.20 | 1.20 | 99 tok/s |
| GPT-5.6 Luna (max)OpenAI | 37.50 | $320 | 0.20 | 1.20 | 109 tok/s |
| GPT-5.6 Luna (medium)OpenAI | 25.80 | - | 0.20 | 1.20 | 106 tok/s |
| GPT-5.6 Luna (Non-reasoning)OpenAI | 16.80 | - | 0.20 | 1.20 | 102 tok/s |
| GPT-5.6 Luna (xhigh)OpenAIBest value frontier | 34.80 | $179 | 0.20 | 1.20 | 107 tok/s |
| GPT-5.4 nano (medium)OpenAI | 20.00 | - | 0.20 | 1.25 | 168 tok/s |
| GPT-5.4 nano (Non-Reasoning)OpenAI | 11.70 | - | 0.20 | 1.25 | 156 tok/s |
| GPT-5.4 nano (xhigh)OpenAI | 21.20 | $331 | 0.20 | 1.25 | 166 tok/s |
| Qwen3 30B A3B (Reasoning)Alibaba | 7.60 | - | 0.20 | 2.40 | 107 tok/s |
| Qwen3 30B A3B 2507 (Reasoning)Alibaba | 9.80 | $188 | 0.20 | 2.40 | 149 tok/s |
| Qwen3 VL 30B A3B (Reasoning)Alibaba | 9.50 | - | 0.20 | 2.40 | 112 tok/s |
| Seed-OSS-36B-InstructByteDance Seed | 12.10 | - | 0.21 | 0.57 | 32 tok/s |
| Qwen3 235B A22B 2507 InstructAlibaba | 12.00 | - | 0.23 | 0.92 | 58 tok/s |
| Qwen3 235B A22B 2507 (Reasoning)Alibaba | 12.70 | $235 | 0.23 | 2.30 | 61 tok/s |
| Mistral 7B InstructMistral | 5.00 | - | 0.25 | 0.25 | 78 tok/s |
| Mercury 2Inception | 11.50 | $153 | 0.25 | 0.75 | 734 tok/s |
| Trinity Large ThinkingArcee AI | 10.90 | $518 | 0.25 | 0.90 | 322 tok/s |
| Qwen3 Omni 30B A3B (Reasoning)Alibaba | 7.80 | - | 0.25 | 0.97 | 101 tok/s |
| Qwen3 Omni 30B A3B InstructAlibaba | 6.00 | - | 0.25 | 0.97 | 96 tok/s |
| Claude 3 HaikuAnthropic | 5.60 | - | 0.25 | 1.25 | - |
| Gemini 3.1 Flash-LiteGoogle | 16.00 | $119 | 0.25 | 1.50 | 288 tok/s |
| GPT-5 mini (high)OpenAI | 17.40 | $189 | 0.25 | 2.00 | 101 tok/s |
| GPT-5 mini (medium)OpenAI | 20.60 | - | 0.25 | 2.00 | 105 tok/s |
| GPT-5 mini (minimal)OpenAI | 9.90 | - | 0.25 | 2.00 | 100 tok/s |
| GPT-5.1 Codex mini (high)OpenAI | 20.40 | - | 0.25 | 2.00 | - |
| Qwen3.5 35B A3B (Non-reasoning)Alibaba | 15.10 | - | 0.25 | 2.00 | 156 tok/s |
| Qwen3.5 35B A3B (Reasoning)Alibaba | 19.30 | - | 0.25 | 2.00 | 143 tok/s |
| Llama 4 MaverickMeta | 9.30 | $45.5 | 0.26 | 0.91 | 88 tok/s |
| DeepSeek V3.1 Terminus (Non-reasoning)DeepSeek | 13.90 | - | 0.27 | 1.00 | - |
| DeepSeek V3.2 (Non-reasoning)DeepSeek | 16.00 | - | 0.28 | 0.42 | - |
| DeepSeek V3.2 (Reasoning)DeepSeek | 21.50 | - | 0.28 | 0.42 | - |
| DeepSeek V3.2 Exp (Non-reasoning)DeepSeek | 13.90 | - | 0.28 | 0.42 | - |
| DeepSeek V3.2 Exp (Reasoning)DeepSeek | 16.60 | - | 0.28 | 0.42 | - |
| ERNIE 4.5 300B A47BBaidu | 7.50 | - | 0.28 | 1.10 | - |
| Grok 3 mini Reasoning (high)SpaceXAI | 14.60 | - | 0.30 | 0.50 | 55 tok/s |
| GLM-4.6V (Non-reasoning)Z AI | 8.40 | - | 0.30 | 0.90 | 57 tok/s |
| GLM-4.6V (Reasoning)Z AI | 11.20 | - | 0.30 | 0.90 | 58 tok/s |
| DeepSeek V4.1 Flash (Reasoning, Max Effort)DeepSeek | 39.50 | $477 | 0.30 | 1.20 | - |
| Inkling SmallThinking Machines | 26.10 | $241 | 0.30 | 1.20 | 133 tok/s |
| KAT Coder Pro V2KwaiKAT | 21.70 | - | 0.30 | 1.20 | - |
| MiniMax-M2MiniMax | 18.60 | - | 0.30 | 1.20 | 80 tok/s |
| MiniMax-M2.1MiniMax | 20.90 | - | 0.30 | 1.20 | 81 tok/s |
| MiniMax-M2.5MiniMax | 22.80 | - | 0.30 | 1.20 | 81 tok/s |
| MiniMax-M2.7MiniMax | 23.20 | $236 | 0.30 | 1.20 | 57 tok/s |
| MiniMax-M3MiniMax | 29.60 | $538 | 0.30 | 1.20 | 88 tok/s |
| Solar Pro 4Upstage | 28.20 | - | 0.30 | 1.20 | 68 tok/s |
| Qwen3.5 27B (Non-reasoning)Alibaba | 19.40 | - | 0.30 | 2.40 | 80 tok/s |
| Qwen3.5 27B (Reasoning)Alibaba | 22.90 | - | 0.30 | 2.40 | 75 tok/s |
| Gemini 2.5 Flash (Non-reasoning)Google | 9.90 | - | 0.30 | 2.50 | 187 tok/s |
| Gemini 2.5 Flash (Reasoning)Google | 13.10 | - | 0.30 | 2.50 | 207 tok/s |
| Gemini 3.5 Flash-LiteGoogle | 22.70 | $267 | 0.30 | 2.50 | 348 tok/s |
| Ling-2.6-1TInclusionAI | 17.00 | - | 0.30 | 2.50 | - |
| Nova 2.0 Lite (high)Amazon | 13.40 | - | 0.30 | 2.50 | 150 tok/s |
| Nova 2.0 Lite (low)Amazon | 11.80 | - | 0.30 | 2.50 | 159 tok/s |
| Nova 2.0 Lite (medium)Amazon | 12.50 | - | 0.30 | 2.50 | 148 tok/s |
| Nova 2.0 Lite (Non-reasoning)Amazon | 8.70 | - | 0.30 | 2.50 | 155 tok/s |
| Nova 2.0 Omni (low)Amazon | 11.10 | - | 0.30 | 2.50 | - |
| Nova 2.0 Omni (medium)Amazon | 13.60 | - | 0.30 | 2.50 | - |
| Nova 2.0 Omni (Non-reasoning)Amazon | 8.20 | - | 0.30 | 2.50 | - |
| Ring-2.6-1TInclusionAI | 17.30 | $576 | 0.30 | 2.50 | 119 tok/s |
| Apodex 1.1Apodex | 30.40 | - | 0.30 | 3.00 | - |
| DeepSeek V3 (Dec '24)DeepSeek | 8.50 | $25.4 | 0.32 | 0.89 | - |
| Llama 3.2 Instruct 11B (Vision)Meta | 5.40 | - | 0.34 | 0.34 | 14 tok/s |
| Qwen3 Coder NextAlibaba | 10.10 | $476 | 0.35 | 1.20 | 108 tok/s |
| Qwen3 14B (Non-reasoning)Alibaba | 6.70 | - | 0.35 | 1.40 | 61 tok/s |
| Muse Glimmer (high)Meta | 18.10 | $152 | 0.35 | 1.50 | 99 tok/s |
| Qwen3 14B (Reasoning)Alibaba | 6.40 | - | 0.35 | 4.20 | 60 tok/s |
| Qwen3.6 35B A3B (Non-reasoning)Alibaba | 15.20 | - | 0.38 | 2.25 | 134 tok/s |
| Qwen3.6 35B A3B (Reasoning)Alibaba | 18.80 | $896 | 0.38 | 2.25 | 128 tok/s |
| Llama Nemotron Super 49B v1.5 (Non-reasoning)NVIDIA | 7.40 | - | 0.40 | 0.40 | 41 tok/s |
| Llama Nemotron Super 49B v1.5 (Reasoning)NVIDIA | 9.00 | - | 0.40 | 0.40 | 60 tok/s |
| GPT-4.1 miniOpenAI | 10.20 | - | 0.40 | 1.60 | 114 tok/s |
| Qwen3 VL 235B A22B InstructAlibaba | 9.90 | - | 0.40 | 1.60 | 50 tok/s |
| Qwen3.7 PlusAlibaba | 25.80 | $568 | 0.40 | 1.60 | 57 tok/s |
| Mistral Medium 3Mistral | 9.00 | - | 0.40 | 2.00 | 137 tok/s |
| Mistral Medium 3.1Mistral | 9.90 | - | 0.40 | 2.00 | 127 tok/s |
| Qwen3.5 122B A10B (Non-reasoning)Alibaba | 17.70 | - | 0.40 | 3.20 | 139 tok/s |
| Qwen3.5 122B A10B (Reasoning)Alibaba | 16.20 | $661 | 0.40 | 3.20 | 127 tok/s |
| Qwen3 VL 235B A22B (Reasoning)Alibaba | 13.40 | - | 0.40 | 4.00 | 58 tok/s |
| Qwen3.5 Omni PlusAlibaba | 20.40 | - | 0.40 | 4.80 | 86 tok/s |
| DeepSeek V4 Pro (Non-reasoning)DeepSeek | 20.80 | - | 0.43 | 0.87 | 65 tok/s |
| DeepSeek V4 Pro (Reasoning, High Effort)DeepSeek | 30.10 | - | 0.43 | 0.87 | 65 tok/s |
| DeepSeek V4 Pro (Reasoning, Max Effort)DeepSeek | 30.90 | $277 | 0.43 | 0.87 | 58 tok/s |
| MiMo-V2.5-ProXiaomi | 26.40 | $138 | 0.43 | 0.87 | 36 tok/s |
| MiMo-V2.5-Pro (Non-reasoning)Xiaomi | 18.30 | - | 0.43 | 0.87 | 33 tok/s |
| DeepSeek V4 Flash 0731 (Reasoning, Max Effort)DeepSeek | 34.50 | $474 | 0.44 | 1.32 | 188 tok/s |
| DeepSeek V4 Flash Vision (Reasoning, Max Effort)DeepSeek | 35.00 | $445 | 0.44 | 1.32 | 195 tok/s |
| Mixtral 8x7B InstructMistral | 5.10 | - | 0.45 | 0.70 | - |
| Agnes 2.5 Pro AlphaSapiens AI | 26.80 | - | 0.45 | 0.90 | 170 tok/s |
| Qwen3 Coder 30B A3B InstructAlibaba | 9.60 | - | 0.45 | 2.25 | 86 tok/s |
| Qwen2.5 Instruct 72BAlibaba | 7.70 | - | 0.47 | 0.49 | - |
| GPT-3.5 TurboOpenAI | 5.50 | - | 0.50 | 1.50 | - |
| Magistral Small 1.2Mistral | 8.60 | - | 0.50 | 1.50 | - |
| Mistral Large 3Mistral | 9.70 | $130 | 0.50 | 1.50 | 74 tok/s |
| Nex-N2-ProNex AGI | 28.20 | - | 0.50 | 2.50 | 116 tok/s |
| Gemini 3 Flash Preview (Non-reasoning)Google | 17.90 | - | 0.50 | 3.00 | 193 tok/s |
| Gemini 3 Flash Preview (Reasoning)Google | 26.30 | - | 0.50 | 3.00 | 180 tok/s |
| Qwen3.6 PlusAlibaba | 27.00 | - | 0.50 | 3.00 | 56 tok/s |
| Qwen3.8 27B (low)Alibaba | 26.50 | $876 | 0.50 | 3.00 | 49 tok/s |
| Qwen3.8 27B (medium)Alibaba | 27.80 | $977 | 0.50 | 3.00 | 50 tok/s |
| Qwen3.8 27B (Non-reasoning)Alibaba | 22.40 | - | 0.50 | 3.00 | 48 tok/s |
| Qwen3.8 27B (xhigh)Alibaba | 33.90 | $1170 | 0.50 | 3.00 | 42 tok/s |
| GLM-4.6 (Reasoning)Z AI | 18.50 | - | 0.55 | 2.20 | 29 tok/s |
| MiniMax M1 80kMiniMax | 11.70 | - | 0.55 | 2.20 | - |
| Llama 3.1 Instruct 70BMeta | 6.60 | - | 0.56 | 0.56 | 61 tok/s |
| DeepSeek V3.1 (Non-reasoning)DeepSeek | 13.70 | - | 0.57 | 1.68 | - |
| GLM-4.6 (Non-reasoning)Z AI | 14.90 | - | 0.57 | 2.20 | 41 tok/s |
| Kimi K2Kimi | 12.70 | - | 0.57 | 2.30 | 40 tok/s |
| DeepSeek V3.1 (Reasoning)DeepSeek | 13.50 | - | 0.59 | 1.69 | - |
| GLM-4.5V (Non-reasoning)Z AI | 6.70 | - | 0.60 | 1.80 | 32 tok/s |
| GLM-4.5V (Reasoning)Z AI | 7.60 | - | 0.60 | 1.80 | 33 tok/s |
| Quasar 438B (max, based on GLM-5.2)Multiverse Computing | 27.10 | $2504 | 0.60 | 1.80 | 180 tok/s |
| GLM-4.7 (Non-reasoning)Z AI | 17.40 | - | 0.60 | 2.20 | 84 tok/s |
| GLM-4.7 (Reasoning)Z AI | 22.20 | - | 0.60 | 2.20 | 73 tok/s |
| Kimi K2 0905Kimi | 15.30 | - | 0.60 | 2.50 | 40 tok/s |
| Kimi K2 ThinkingKimi | 22.00 | - | 0.60 | 2.50 | 117 tok/s |
| Nemotron 3 Ultra 550B A55B (Reasoning)NVIDIA | 23.40 | $801 | 0.60 | 2.60 | 156 tok/s |
| Kimi K2.5 (Reasoning)Kimi | 23.50 | - | 0.60 | 2.75 | - |
| Kimi K2.5 (Non-reasoning)Kimi | 19.40 | - | 0.60 | 3.00 | - |
| Qwen3.5 397B A17B (Non-reasoning)Alibaba | 21.40 | - | 0.60 | 3.60 | 75 tok/s |
| Qwen3.5 397B A17B (Reasoning)Alibaba | 19.10 | $941 | 0.60 | 3.60 | 78 tok/s |
| Qwen3.6 27B (Non-reasoning)Alibaba | 19.80 | - | 0.60 | 3.60 | 54 tok/s |
| Qwen3.6 27B (Reasoning)Alibaba | 21.90 | $1145 | 0.60 | 3.60 | 56 tok/s |
| Llama 3 Instruct 70BMeta | 5.50 | - | 0.65 | 2.75 | - |
| Llama 3.3 Instruct 70BMeta | 7.70 | - | 0.66 | 0.72 | 85 tok/s |
| QwQ 32BAlibaba | 9.50 | - | 0.66 | 1.00 | - |
| Hermes 3 - Llama-3.1 70BNous Research | 6.00 | - | 0.70 | 0.70 | 30 tok/s |
| DeepSeek R1 Distill Llama 70BDeepSeek | 7.90 | - | 0.70 | 1.10 | 21 tok/s |
| Qwen3 235B A22B (Non-reasoning)Alibaba | 8.30 | - | 0.70 | 2.80 | 60 tok/s |
| Qwen3 235B A22B (Reasoning)Alibaba | 9.50 | - | 0.70 | 8.40 | 59 tok/s |
| LongCat 2.0LongCat | 19.70 | $545 | 0.75 | 2.95 | 47 tok/s |
| Gemini 3.6 Flash (high)Google | 34.30 | $1037 | 0.75 | 3.75 | 194 tok/s |
| Gemini 3.7 Flash (high)Google | 39.40 | $1084 | 0.75 | 3.75 | 290 tok/s |
| Gemini 3.7 Flash (low)Google | 36.90 | - | 0.75 | 3.75 | 281 tok/s |
| Gemini 3.7 Flash (medium)Google | 39.60 | - | 0.75 | 3.75 | 272 tok/s |
| Gemini 3.8 Flash (high)Google | 41.20 | $1623 | 0.75 | 3.75 | 268 tok/s |
| Gemini 3.8 Flash (low)Google | 33.80 | - | 0.75 | 3.75 | - |
| Gemini 3.8 Flash (medium)Google | 40.00 | $1100 | 0.75 | 3.75 | - |
| GPT-5.4 mini (medium)OpenAI | 19.70 | - | 0.75 | 4.50 | 173 tok/s |
| GPT-5.4 mini (Non-Reasoning)OpenAI | 11.10 | - | 0.75 | 4.50 | 139 tok/s |
| GPT-5.4 mini (xhigh)OpenAI | 24.60 | $1438 | 0.75 | 4.50 | 218 tok/s |
| Nova ProAmazon | 7.00 | - | 0.80 | 3.20 | - |
| Apertus 70B InstructSwiss AI Initiative | 5.10 | - | 0.82 | 2.92 | - |
| DeepSeek V3 0324DeepSeek | 9.70 | $87.2 | 0.84 | 1.18 | - |
| Kimi K2.6Kimi | 31.30 | - | 0.95 | 4.00 | 44 tok/s |
| Kimi K2.6 (Non-reasoning)Kimi | 23.60 | - | 0.95 | 4.00 | 44 tok/s |
| Kimi K2.7 CodeKimi | 26.30 | $993 | 0.95 | 4.00 | 50 tok/s |
| Grok Build 0.1 0616SpaceXAI | 27.20 | - | 1.00 | 2.00 | 64 tok/s |
| Hermes 4 - Llama-3.1 405B (Non-reasoning)Nous Research | 7.40 | - | 1.00 | 3.00 | 44 tok/s |
| Hermes 4 - Llama-3.1 405B (Reasoning)Nous Research | 7.50 | - | 1.00 | 3.00 | 43 tok/s |
| GLM-5 (Non-reasoning)Z AI | 21.80 | - | 1.00 | 3.20 | 57 tok/s |
| GLM-5 (Reasoning)Z AI | 27.90 | - | 1.00 | 3.20 | 66 tok/s |
| Inkling (xhigh)Thinking Machines | 25.50 | $1026 | 1.00 | 4.05 | 75 tok/s |
| Claude 4.5 Haiku (Non-reasoning)Anthropic | 15.40 | - | 1.00 | 5.00 | 78 tok/s |
| Claude 4.5 Haiku (Reasoning)Anthropic | 17.60 | $524 | 1.00 | 5.00 | 82 tok/s |
| o3-miniOpenAI | 12.50 | - | 1.10 | 4.40 | 228 tok/s |
| o3-mini (high)OpenAI | 11.00 | - | 1.10 | 4.40 | 220 tok/s |
| o4-mini (high)OpenAI | 16.70 | - | 1.10 | 4.40 | 136 tok/s |
| Llama 3.1 Nemotron Instruct 70BNVIDIA | 6.90 | - | 1.20 | 1.20 | 59 tok/s |
| GLM-5.1 (Reasoning)Z AI | 26.40 | $1418 | 1.20 | 4.40 | 65 tok/s |
| Qwen3 MaxAlibaba | 15.60 | - | 1.20 | 6.00 | 46 tok/s |
| Qwen3 Max (Preview)Alibaba | 12.60 | - | 1.20 | 6.00 | 58 tok/s |
| Qwen3 Max Thinking (Preview)Alibaba | 16.30 | - | 1.20 | 6.00 | 55 tok/s |
| Cogito v2.1 (Reasoning)Deep Cogito | - | - | 1.25 | 1.25 | - |
| Grok 4.20 0309 v2 (Non-reasoning)SpaceXAI | 14.20 | - | 1.25 | 2.50 | 95 tok/s |
| Grok 4.20 0309 v2 (Reasoning)SpaceXAI | 25.70 | - | 1.25 | 2.50 | 103 tok/s |
| Grok 4.3 (high)SpaceXAI | 25.40 | $332 | 1.25 | 2.50 | 121 tok/s |
| Grok 4.3 (low)SpaceXAI | 24.30 | - | 1.25 | 2.50 | 111 tok/s |
| Grok 4.3 (medium)SpaceXAI | 24.80 | - | 1.25 | 2.50 | 112 tok/s |
| Grok 4.3 (Non-reasoning)SpaceXAI | 14.50 | $203 | 1.25 | 2.50 | 110 tok/s |
| Muse Spark 1.1 (xhigh)Meta | 34.30 | $1737 | 1.25 | 4.25 | - |
| Muse Spark 1.2 (xhigh)Meta | 39.80 | $1385 | 1.25 | 4.25 | 193 tok/s |
| Muse Spark 1.3 (max)MetaBest value frontier | 48.20 | $2000 | 1.25 | 4.25 | 196 tok/s |
| Muse Spark 1.3 (xhigh)Meta | 45.20 | $1655 | 1.25 | 4.25 | 176 tok/s |
| Gemini 2.5 ProGoogle | 16.70 | $707 | 1.25 | 10.00 | 122 tok/s |
| Gemini 2.5 Pro Preview (May' 25)Google | 14.50 | - | 1.25 | 10.00 | - |
| GPT-5 (high)OpenAI | 23.00 | - | 1.25 | 10.00 | 70 tok/s |
| GPT-5 (low)OpenAI | 20.80 | - | 1.25 | 10.00 | 71 tok/s |
| GPT-5 (medium)OpenAI | 22.90 | - | 1.25 | 10.00 | 76 tok/s |
| GPT-5 (minimal)OpenAI | 11.40 | - | 1.25 | 10.00 | 70 tok/s |
| GPT-5 Codex (high)OpenAI | 24.90 | - | 1.25 | 10.00 | - |
| GPT-5.1 (high)OpenAI | 24.70 | - | 1.25 | 10.00 | 91 tok/s |
| GPT-5.1 (Non-reasoning)OpenAI | 13.30 | - | 1.25 | 10.00 | 89 tok/s |
| GPT-5.1 Codex (high)OpenAI | 23.70 | - | 1.25 | 10.00 | - |
| Nova 2.0 Pro Preview (low)Amazon | 12.80 | - | 1.25 | 10.00 | 120 tok/s |
| Nova 2.0 Pro Preview (medium)Amazon | 14.20 | - | 1.25 | 10.00 | 118 tok/s |
| Nova 2.0 Pro Preview (Non-reasoning)Amazon | 10.00 | - | 1.25 | 10.00 | 99 tok/s |
| Qwen3.6 Max PreviewAlibaba | 28.40 | - | 1.30 | 7.80 | 59 tok/s |
| DeepSeek V4 Pro 0813 (Reasoning, Max Effort)DeepSeek | 36.30 | $1122 | 1.32 | 3.96 | 69 tok/s |
| DeepSeek R1 0528 (May '25)DeepSeek | 13.10 | - | 1.35 | 3.00 | - |
| GLM-5.1 (Non-reasoning)Z AI | 24.20 | - | 1.38 | 4.40 | 39 tok/s |
| GLM-5.2 (max)Z AI | 38.60 | - | 1.40 | 4.40 | 66 tok/s |
| GLM-5.2 (Non-reasoning)Z AI | 22.40 | - | 1.40 | 4.40 | 108 tok/s |
| GLM-5.3 (max)Z AI | 44.90 | $2503 | 1.40 | 4.40 | 58 tok/s |
| Mistral MediumMistral | 5.50 | - | 1.50 | 7.50 | 133 tok/s |
| Mistral Medium 3.5Mistral | 14.90 | $1160 | 1.50 | 7.50 | 137 tok/s |
| Qwen3 Coder 480B A35B InstructAlibaba | 11.90 | - | 1.50 | 7.50 | 52 tok/s |
| Gemini 3.5 Flash (high)Google | 33.00 | $2172 | 1.50 | 9.00 | 210 tok/s |
| Gemini 3.5 Flash (medium)Google | 33.60 | - | 1.50 | 9.00 | 217 tok/s |
| Gemini 3.5 Flash (minimal)Google | 23.80 | - | 1.50 | 9.00 | 199 tok/s |
| DeepSeek V3.1 Terminus (Reasoning)DeepSeek | 15.40 | - | 1.64 | 2.75 | - |
| GPT-5.2 (medium)OpenAI | 26.50 | - | 1.75 | 14.00 | - |
| GPT-5.2 (Non-reasoning)OpenAI | 17.00 | - | 1.75 | 14.00 | 62 tok/s |
| GPT-5.2 (xhigh)OpenAI | 30.40 | - | 1.75 | 14.00 | 68 tok/s |
| GPT-5.2 Codex (xhigh)OpenAI | 28.50 | - | 1.75 | 14.00 | - |
| GPT-5.3 Codex (xhigh)OpenAI | 32.50 | - | 1.75 | 14.00 | 121 tok/s |
| DeepSeek R1 (Jan '25)DeepSeek | 11.40 | $461 | 2.00 | 4.00 | - |
| Grok 4.20 0309 (Non-reasoning)SpaceXAI | 14.60 | - | 2.00 | 6.00 | - |
| Grok 4.20 0309 (Reasoning)SpaceXAI | 25.20 | - | 2.00 | 6.00 | - |
| Grok 4.5 (high)SpaceXAI | 39.10 | $1404 | 2.00 | 6.00 | 52 tok/s |
| Grok 4.6 (high)SpaceXAI | 44.40 | $2352 | 2.00 | 6.00 | 53 tok/s |
| Grok 4.6 (low)SpaceXAI | 35.40 | $761 | 2.00 | 6.00 | 50 tok/s |
| Grok 4.6 (medium)SpaceXAI | 43.00 | $1937 | 2.00 | 6.00 | 53 tok/s |
| Grok 4.6 (xhigh)SpaceXAI | 44.30 | $2830 | 2.00 | 6.00 | 51 tok/s |
| Mistral Large 2 (Jul '24)Mistral | 6.80 | - | 2.00 | 6.00 | - |
| Qwen3.8 2.4T A95BAlibaba | 40.00 | $2632 | 2.00 | 6.00 | 38 tok/s |
| Qwen3.8 MaxAlibaba | 40.30 | $3172 | 2.00 | 6.00 | 38 tok/s |
| GPT-4.1OpenAI | 12.70 | - | 2.00 | 8.00 | 163 tok/s |
| Jamba 1.5 LargeAI21 Labs | 6.00 | - | 2.00 | 8.00 | - |
| o3OpenAI | 20.20 | - | 2.00 | 8.00 | 101 tok/s |
| Claude Sonnet 5 (Adaptive Reasoning, High Effort)Anthropic | 32.00 | $2086 | 2.00 | 10.00 | 60 tok/s |
| Claude Sonnet 5 (Adaptive Reasoning, Low Effort)Anthropic | 24.70 | $653 | 2.00 | 10.00 | 56 tok/s |
| Claude Sonnet 5 (Adaptive Reasoning, Max Effort)Anthropic | 38.40 | $6998 | 2.00 | 10.00 | 75 tok/s |
| Claude Sonnet 5 (Adaptive Reasoning, Medium Effort)Anthropic | 28.40 | $1218 | 2.00 | 10.00 | 57 tok/s |
| Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)Anthropic | - | - | 2.00 | 10.00 | 65 tok/s |
| Claude Sonnet 5 (Non-reasoning, High Effort)Anthropic | 28.90 | - | 2.00 | 10.00 | 56 tok/s |
| Gemini 3 Pro Preview (high)Google | 28.00 | - | 2.00 | 12.00 | - |
| Gemini 3 Pro Preview (low)Google | 22.30 | - | 2.00 | 12.00 | - |
| Gemini 3.1 Pro PreviewGoogle | 30.40 | $1310 | 2.00 | 12.00 | 108 tok/s |
| GPT-5.6 Terra (high)OpenAI | 34.50 | $768 | 2.00 | 12.00 | 78 tok/s |
| GPT-5.6 Terra (low)OpenAI | 27.90 | $350 | 2.00 | 12.00 | 71 tok/s |
| GPT-5.6 Terra (max)OpenAI | 42.30 | $2501 | 2.00 | 12.00 | 81 tok/s |
| GPT-5.6 Terra (medium)OpenAI | 30.40 | $447 | 2.00 | 12.00 | 73 tok/s |
| GPT-5.6 Terra (Non-reasoning)OpenAI | 22.30 | - | 2.00 | 12.00 | 72 tok/s |
| GPT-5.6 Terra (xhigh)OpenAI | 38.20 | $1187 | 2.00 | 12.00 | 77 tok/s |
| Qwen3.7 MaxAlibaba | 29.90 | $2277 | 2.50 | 7.50 | 169 tok/s |
| Command ACohere | 7.00 | - | 2.50 | 10.00 | 67 tok/s |
| GPT-4o (Aug '24)OpenAI | 7.70 | - | 2.50 | 10.00 | 91 tok/s |
| GPT-4o (Nov '24)OpenAI | 8.40 | - | 2.50 | 10.00 | 125 tok/s |
| Nova PremierAmazon | 9.20 | - | 2.50 | 12.50 | 31 tok/s |
| GPT-5.4 (low)OpenAI | 27.60 | - | 2.50 | 15.00 | 90 tok/s |
| GPT-5.4 (Non-reasoning)OpenAI | 18.20 | - | 2.50 | 15.00 | 91 tok/s |
| GPT-5.4 (xhigh)OpenAI | 39.00 | - | 2.50 | 15.00 | 130 tok/s |
| Claude 3.5 Sonnet (June '24)Anthropic | 7.20 | - | 3.00 | 15.00 | - |
| Claude 3.5 Sonnet (Oct '24)Anthropic | 7.90 | - | 3.00 | 15.00 | - |
| Claude 3.7 Sonnet (Non-reasoning)Anthropic | 15.30 | - | 3.00 | 15.00 | - |
| Claude 4 Sonnet (Non-reasoning)Anthropic | 16.60 | - | 3.00 | 15.00 | - |
| Claude 4 Sonnet (Reasoning)Anthropic | 18.90 | - | 3.00 | 15.00 | - |
| Claude 4.5 Sonnet (Non-reasoning)Anthropic | 19.30 | - | 3.00 | 15.00 | 38 tok/s |
| Claude 4.5 Sonnet (Reasoning)Anthropic | 21.20 | $1501 | 3.00 | 15.00 | 41 tok/s |
| Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)Anthropic | 30.50 | $4925 | 3.00 | 15.00 | 51 tok/s |
| Claude Sonnet 4.6 (Non-reasoning, High Effort)Anthropic | 24.70 | - | 3.00 | 15.00 | 42 tok/s |
| Claude Sonnet 4.6 (Non-reasoning, Low Effort)Anthropic | 23.30 | - | 3.00 | 15.00 | 42 tok/s |
| Grok 4SpaceXAI | 22.50 | - | 3.00 | 15.00 | - |
| Kimi K3 (low)Kimi | 34.50 | - | 3.00 | 15.00 | 38 tok/s |
| Kimi K3 (max)Kimi | 43.80 | $3658 | 3.00 | 15.00 | 38 tok/s |
| Mistral Large (Feb '24)Mistral | 5.80 | - | 4.00 | 12.00 | - |
| GPT-5.6 Sol (high)OpenAIBest value frontier | 42.50 | $1487 | 4.00 | 20.00 | 59 tok/s |
| GPT-5.6 Sol (low)OpenAI | 33.80 | $637 | 4.00 | 20.00 | 56 tok/s |
| GPT-5.6 Sol (max)OpenAI | 47.10 | $3465 | 4.00 | 20.00 | 57 tok/s |
| GPT-5.6 Sol (medium)OpenAI | 39.50 | $997 | 4.00 | 20.00 | 57 tok/s |
| GPT-5.6 Sol (Non-reasoning)OpenAI | 28.30 | - | 4.00 | 20.00 | 64 tok/s |
| GPT-5.6 Sol (xhigh)OpenAI | 44.10 | $2082 | 4.00 | 20.00 | 59 tok/s |
| Grok 3SpaceXAI | 12.10 | - | 4.00 | 20.00 | - |
| GPT-4o (May '24)OpenAI | 7.30 | - | 5.00 | 15.00 | 82 tok/s |
| Claude Opus 4.5 (Non-reasoning)Anthropic | 23.70 | - | 5.00 | 25.00 | 44 tok/s |
| Claude Opus 4.5 (Reasoning)Anthropic | 29.10 | - | 5.00 | 25.00 | 45 tok/s |
| Claude Opus 4.6 (Adaptive Reasoning, Max Effort)Anthropic | 31.90 | - | 5.00 | 25.00 | 38 tok/s |
| Claude Opus 4.6 (Non-reasoning, High Effort)Anthropic | 26.40 | - | 5.00 | 25.00 | 36 tok/s |
| Claude Opus 4.7 (Adaptive Reasoning, Max Effort)Anthropic | 40.70 | - | 5.00 | 25.00 | 43 tok/s |
| Claude Opus 4.7 (Non-reasoning, High Effort)Anthropic | 30.90 | - | 5.00 | 25.00 | 43 tok/s |
| Claude Opus 4.8 (Adaptive Reasoning, Max Effort)Anthropic | 42.00 | $6874 | 5.00 | 25.00 | 56 tok/s |
| Claude Opus 5 (Adaptive Reasoning, High Effort)Anthropic | 48.20 | $4332 | 5.00 | 25.00 | 50 tok/s |
| Claude Opus 5 (Adaptive Reasoning, Low Effort)Anthropic | 39.80 | $1561 | 5.00 | 25.00 | 47 tok/s |
| Claude Opus 5 (Adaptive Reasoning, Max Effort)Anthropic | 50.70 | $7275 | 5.00 | 25.00 | 51 tok/s |
| Claude Opus 5 (Adaptive Reasoning, Medium Effort)Anthropic | 45.10 | $2732 | 5.00 | 25.00 | 48 tok/s |
| Claude Opus 5 (Adaptive Reasoning, Xhigh Effort)Anthropic | 49.70 | $5868 | 5.00 | 25.00 | 49 tok/s |
| GPT-5.5 (high)OpenAI | 37.30 | $3411 | 5.00 | 30.00 | 78 tok/s |
| GPT-5.5 (low)OpenAI | 30.70 | - | 5.00 | 30.00 | 70 tok/s |
| GPT-5.5 (medium)OpenAI | 34.20 | $2095 | 5.00 | 30.00 | 73 tok/s |
| GPT-5.5 (Non-reasoning)OpenAI | 23.20 | - | 5.00 | 30.00 | 77 tok/s |
| GPT-5.5 (xhigh)OpenAI | 38.60 | $5294 | 5.00 | 30.00 | 85 tok/s |
| GPT-5.5 Instant (June 2026)OpenAI | 26.80 | $1184 | 5.00 | 30.00 | 124 tok/s |
| GPT-5.5 Instant (May 2026)OpenAI | 22.70 | - | 5.00 | 30.00 | - |
| GPT-4 TurboOpenAI | 7.00 | - | 10.00 | 30.00 | 31 tok/s |
| Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)Anthropic | 49.70 | $11161 | 10.00 | 50.00 | 63 tok/s |
| Claude Fable 5.1 (Adaptive Reasoning, High Effort, Default Fallback)Anthropic | 51.20 | $5242 | 10.00 | 50.00 | 49 tok/s |
| Claude Fable 5.1 (Adaptive Reasoning, Low Effort, Default Fallback)Anthropic | 47.00 | $3158 | 10.00 | 50.00 | 47 tok/s |
| Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback)AnthropicBest value frontier | 53.40 | $13129 | 10.00 | 50.00 | 67 tok/s |
| Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback)Anthropic | 49.10 | $3983 | 10.00 | 50.00 | 47 tok/s |
| Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback)AnthropicBest value frontier | 53.20 | $9063 | 10.00 | 50.00 | 56 tok/s |
| GPT-6 Astra (high)OpenAIBest value frontier | 51.00 | $2917 | 10.00 | 50.00 | 48 tok/s |
| GPT-6 Astra (low)OpenAIBest value frontier | 46.00 | $1537 | 10.00 | 50.00 | 48 tok/s |
| GPT-6 Astra (max)OpenAIBest value frontier | 52.80 | $5324 | 10.00 | 50.00 | 54 tok/s |
| GPT-6 Astra (medium)OpenAIBest value frontier | 49.70 | $2434 | 10.00 | 50.00 | 44 tok/s |
| GPT-6 Astra (xhigh)OpenAIBest value frontier | 52.50 | $3803 | 10.00 | 50.00 | 51 tok/s |
| o1OpenAI | 15.20 | - | 15.00 | 60.00 | - |
| Claude 3 OpusAnthropic | 8.70 | - | 15.00 | 75.00 | - |
| Claude 4 Opus (Non-reasoning)Anthropic | 16.60 | - | 15.00 | 75.00 | - |
| Claude 4 Opus (Reasoning)Anthropic | 20.60 | - | 15.00 | 75.00 | - |
| Claude 4.1 Opus (Non-reasoning)Anthropic | 18.60 | - | 15.00 | 75.00 | - |
| Claude 4.1 Opus (Reasoning)Anthropic | 22.80 | - | 15.00 | 75.00 | - |
| o1-previewOpenAI | 11.40 | - | 16.50 | 66.00 | - |
| o3-proOpenAI | 21.90 | - | 20.00 | 80.00 | - |
| GPT-4OpenAI | 6.70 | - | 30.00 | 60.00 | - |
| GPT-5.4 Pro (xhigh)OpenAI | - | - | 30.00 | 180 | - |
| o1-proOpenAI | 12.40 | - | 150 | 600 | - |
Guides
How we compare models
Intelligence uses the Artificial Analysis Intelligence Index. Benchmark cost is the total USD cost of running that test, including reasoning tokens; it is not a per-token API price. Rankings use the same dataset and calculations in every language. General benchmark scores do not measure performance in a particular language or task.