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 | 21.60 | - | 0.00 | 0.00 | - |
| Apriel-v1.6-15B-ThinkerServiceNow | 20.80 | - | 0.00 | 0.00 | - |
| G9v3-39A5BAI9Stars | 31.60 | - | 0.00 | 0.00 | - |
| G9v3-3BAI9Stars | 16.20 | - | 0.00 | 0.00 | - |
| Gemini 2.0 Flash (experimental)Google | 10.60 | - | 0.00 | 0.00 | - |
| Gemma 3 1B InstructGoogle | 1.00 | - | 0.00 | 0.00 | - |
| Gemma 3 4B InstructGoogle | 1.00 | - | 0.00 | 0.00 | - |
| Gemma 3n E2B InstructGoogle | 1.00 | - | 0.00 | 0.00 | - |
| LFM2.5-8B-A1BLiquid AI | 8.10 | - | 0.00 | 0.00 | 339 tok/s |
| LFM2.5-VL-1.6BLiquid AI | 1.00 | - | 0.00 | 0.00 | 265 tok/s |
| Olmo 3.1 32B ThinkAllen Institute for AI | 7.90 | - | 0.00 | 0.00 | - |
| Phi-4 Mini InstructMicrosoft | 5.70 | - | 0.00 | 0.00 | 44 tok/s |
| Phi-4 Multimodal InstructMicrosoft | 4.20 | - | 0.00 | 0.00 | 17 tok/s |
| Sarvam M (Reasoning)Sarvam | 2.60 | - | 0.00 | 0.00 | - |
| Tiny Aya GlobalCohere | 1.00 | - | 0.00 | 0.00 | - |
| Llama 3.1 Instruct 8BMeta | 7.40 | - | 0.02 | 0.05 | 137 tok/s |
| Gemma 4 E4B (Non-reasoning)Google | 8.70 | - | 0.02 | 0.10 | 52 tok/s |
| Gemma 4 E4B (Reasoning)Google | 12.20 | - | 0.02 | 0.10 | 54 tok/s |
| Sarvam 30B (high)Sarvam | 6.40 | - | 0.03 | 0.11 | - |
| Qwen3.5 4B (Non-reasoning)Alibaba | 16.10 | - | 0.03 | 0.15 | 28 tok/s |
| Qwen3.5 4B (Reasoning)Alibaba | 20.40 | - | 0.03 | 0.15 | 30 tok/s |
| Granite 3.3 8B (Non-reasoning)IBM | 1.30 | - | 0.03 | 0.25 | 14 tok/s |
| Llama 3 Instruct 8BMeta | 1.00 | - | 0.04 | 0.14 | - |
| Nova MicroAmazon | 4.40 | - | 0.04 | 0.14 | 282 tok/s |
| NVIDIA Nemotron Nano 9B V2 (Reasoning)NVIDIA | 8.70 | - | 0.04 | 0.16 | 186 tok/s |
| Sarvam 105B (high)Sarvam | 11.90 | - | 0.04 | 0.17 | - |
| Granite 4.1 8BIBM | 6.40 | - | 0.05 | 0.10 | 115 tok/s |
| NVIDIA Nemotron 3 Nano 30B A3B (Non-reasoning)NVIDIA | 7.20 | - | 0.05 | 0.20 | 225 tok/s |
| NVIDIA Nemotron 3 Nano 30B A3B (Reasoning)NVIDIA | 14.50 | $39.4 | 0.05 | 0.20 | 230 tok/s |
| NVIDIA Nemotron Nano 9B V2 (Non-reasoning)NVIDIA | 7.20 | - | 0.05 | 0.20 | 168 tok/s |
| Qwen2.5 TurboAlibaba | 6.00 | - | 0.05 | 0.20 | 108 tok/s |
| Llama 2 Chat 7BMeta | 3.90 | - | 0.05 | 0.25 | - |
| GPT-5 nano (high)OpenAI | 20.10 | - | 0.05 | 0.40 | 167 tok/s |
| GPT-5 nano (medium)OpenAI | 19.20 | - | 0.05 | 0.40 | 159 tok/s |
| GPT-5 nano (minimal)OpenAI | 7.80 | - | 0.05 | 0.40 | 161 tok/s |
| Gemma 3n E4B InstructGoogle | 1.00 | - | 0.06 | 0.12 | 55 tok/s |
| gpt-oss-20b (high)OpenAI | 15.20 | $32.7 | 0.06 | 0.19 | 136 tok/s |
| Hy3-preview (Non-reasoning)Tencent | 26.60 | - | 0.06 | 0.21 | - |
| Hy3-preview (Reasoning)Tencent | 34.40 | - | 0.06 | 0.21 | - |
| Nova LiteAmazon | 6.70 | - | 0.06 | 0.24 | 155 tok/s |
| Granite 4.0 H SmallIBM | 4.90 | - | 0.06 | 0.25 | 25 tok/s |
| gpt-oss-20b (low)OpenAI | 14.40 | - | 0.07 | 0.20 | 170 tok/s |
| Ling 3.0 FlashInclusionAI | 37.80 | $72.8 | 0.07 | 0.22 | - |
| Nemotron 3.5 LightningNVIDIA | 23.60 | $71.5 | 0.07 | 0.22 | 302 tok/s |
| Nemotron 3 Nano Omni 30B A3B ReasoningNVIDIA | 15.00 | - | 0.07 | 0.30 | 323 tok/s |
| GLM-4.7-Flash (Non-reasoning)Z AI | 15.60 | - | 0.07 | 0.40 | 104 tok/s |
| GLM-4.7-Flash (Reasoning)Z AI | 23.30 | - | 0.07 | 0.40 | 93 tok/s |
| DeepSeek V4 Flash (Non-reasoning)DeepSeek | 29.30 | - | 0.09 | 0.20 | - |
| Ministral 3 3BMistral | 7.10 | $91.6 | 0.10 | 0.10 | 203 tok/s |
| Apertus 8B InstructSwiss AI Initiative | 1.00 | - | 0.10 | 0.20 | - |
| Olmo 3 7B InstructAllen Institute for AI | 2.40 | - | 0.10 | 0.20 | - |
| Gemma 4 12B (Non-reasoning)Google | 13.20 | - | 0.10 | 0.30 | 114 tok/s |
| Gemma 4 12B (Reasoning)Google | 22.20 | - | 0.10 | 0.30 | 109 tok/s |
| Ling 2.6 FlashInclusionAI | 14.20 | - | 0.10 | 0.30 | 91 tok/s |
| MiMo-V2-Flash (Reasoning)Xiaomi | 31.90 | - | 0.10 | 0.30 | - |
| Mistral Small 3Mistral | 6.70 | - | 0.10 | 0.30 | 142 tok/s |
| Mistral Small 3.1Mistral | 14.90 | $29.8 | 0.10 | 0.30 | 149 tok/s |
| Mistral Small 3.2Mistral | 10.70 | $129 | 0.10 | 0.30 | 151 tok/s |
| Step 3.5 FlashStepFun | 26.00 | - | 0.10 | 0.30 | 224 tok/s |
| Step 3.5 Flash 2603StepFun | 26.50 | - | 0.10 | 0.30 | 214 tok/s |
| Gemini 2.5 Flash-Lite (Non-reasoning)Google | 6.70 | - | 0.10 | 0.40 | 232 tok/s |
| Gemini 2.5 Flash-Lite (Reasoning)Google | 11.40 | - | 0.10 | 0.40 | 312 tok/s |
| Gemini 2.5 Flash-Lite Preview (Sep '25) (Non-reasoning)Google | 13.10 | - | 0.10 | 0.40 | - |
| Gemini 2.5 Flash-Lite Preview (Sep '25) (Reasoning)Google | 15.20 | - | 0.10 | 0.40 | - |
| GPT-4.1 nanoOpenAI | 9.60 | $36.7 | 0.10 | 0.40 | 125 tok/s |
| Qwen3.5 Omni FlashAlibaba | 19.20 | - | 0.10 | 0.80 | 238 tok/s |
| Gemma 4 26B A4B (Reasoning)Google | 26.10 | $53.9 | 0.12 | 0.37 | - |
| DeepSeek V4 Flash (Reasoning, High Effort)DeepSeek | 39.00 | $57.0 | 0.13 | 0.28 | - |
| DeepSeek V4 Flash (Reasoning, Max Effort)DeepSeek | 42.10 | $104 | 0.13 | 0.28 | - |
| Gemma 4 26B A4B (Non-reasoning)Google | 20.40 | - | 0.13 | 0.40 | 75 tok/s |
| Hermes 4 - Llama-3.1 70B (Non-reasoning)Nous Research | 6.70 | - | 0.13 | 0.40 | 56 tok/s |
| Hermes 4 - Llama-3.1 70B (Reasoning)Nous Research | 9.90 | - | 0.13 | 0.40 | 74 tok/s |
| Phi-4Microsoft | 4.60 | - | 0.13 | 0.50 | 39 tok/s |
| Qwen3.5 9B (Reasoning)Alibaba | 21.80 | $240 | 0.14 | 0.20 | 81 tok/s |
| MiMo-V2.5Xiaomi | 38.00 | $25.2 | 0.14 | 0.28 | 56 tok/s |
| Hy3Tencent | 42.20 | $93.2 | 0.14 | 0.55 | 67 tok/s |
| Ling-flash-2.0InclusionAI | 9.60 | - | 0.14 | 0.57 | 84 tok/s |
| Ring-flash-2.0InclusionAI | 8.00 | - | 0.14 | 0.57 | - |
| Ministral 3 8BMistral | 9.00 | $114 | 0.15 | 0.15 | 120 tok/s |
| Solar MiniUpstage | 6.00 | - | 0.15 | 0.15 | - |
| Gemma 4 31B (Non-reasoning)Google | 22.30 | $33.8 | 0.15 | 0.40 | 82 tok/s |
| gpt-oss-120b (low)OpenAI | 14.90 | $24.2 | 0.15 | 0.59 | 160 tok/s |
| GPT-4o miniOpenAI | 6.70 | - | 0.15 | 0.60 | 101 tok/s |
| gpt-oss-120b (high)OpenAI | 24.10 | $95.0 | 0.15 | 0.60 | 161 tok/s |
| Mistral Small (Feb '24)Mistral | 3.20 | - | 0.15 | 0.60 | 150 tok/s |
| Mistral Small 4 (Non-reasoning)Mistral | 12.30 | - | 0.15 | 0.60 | 137 tok/s |
| Mistral Small 4 (Reasoning)Mistral | 19.70 | $87.7 | 0.15 | 0.60 | 160 tok/s |
| Solar Pro 3Upstage | 14.50 | $158 | 0.15 | 0.60 | 152 tok/s |
| Qwen3 Next 80B A3B (Reasoning)Alibaba | 16.90 | $84.0 | 0.15 | 1.20 | 198 tok/s |
| Qwen3 Next 80B A3B InstructAlibaba | 13.80 | - | 0.15 | 1.20 | 183 tok/s |
| Qwen3 32B (Non-reasoning)Alibaba | 8.50 | - | 0.16 | 0.64 | 104 tok/s |
| Qwen3 32B (Reasoning)Alibaba | 11.40 | - | 0.16 | 0.64 | 101 tok/s |
| Qwen3 VL 32B (Reasoning)Alibaba | 18.10 | - | 0.16 | 0.64 | 90 tok/s |
| Qwen3 VL 32B InstructAlibaba | 11.00 | - | 0.16 | 0.64 | 67 tok/s |
| Qwen3.5 9B (Non-reasoning)Alibaba | 20.60 | - | 0.17 | 0.25 | 87 tok/s |
| GLM-4.5-AirZ AI | 16.70 | - | 0.17 | 0.98 | 77 tok/s |
| Llama 4 ScoutMeta | 10.30 | $11.6 | 0.18 | 0.66 | 135 tok/s |
| Qwen3 8B (Non-reasoning)Alibaba | 4.80 | - | 0.18 | 0.70 | 39 tok/s |
| Qwen3 VL 8B InstructAlibaba | 8.20 | - | 0.18 | 0.70 | 107 tok/s |
| Qwen3 8B (Reasoning)Alibaba | 8.30 | - | 0.18 | 2.10 | 39 tok/s |
| Qwen3 VL 8B (Reasoning)Alibaba | 10.50 | - | 0.18 | 2.10 | 114 tok/s |
| Ministral 3 14BMistral | 11.20 | $119 | 0.20 | 0.20 | 94 tok/s |
| Jamba 1.5 MiniAI21 Labs | 2.30 | - | 0.20 | 0.40 | - |
| Grok 4 Fast (Non-reasoning)SpaceXAI | 16.60 | - | 0.20 | 0.50 | - |
| Grok 4 Fast (Reasoning)SpaceXAI | 27.90 | - | 0.20 | 0.50 | - |
| Mistral Small (Sep '24)Mistral | 4.30 | - | 0.20 | 0.60 | 156 tok/s |
| NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)NVIDIA | 4.20 | - | 0.20 | 0.60 | 163 tok/s |
| NVIDIA Nemotron Nano 12B v2 VL (Reasoning)NVIDIA | 8.80 | - | 0.20 | 0.60 | 101 tok/s |
| Celeris-1Celeris | 12.40 | $157 | 0.20 | 0.70 | 1596 tok/s |
| Nemotron 3 Super 120B A12B (Reasoning)NVIDIA | 25.70 | $254 | 0.20 | 0.80 | 129 tok/s |
| Qwen3 30B A3B (Non-reasoning)Alibaba | 6.60 | - | 0.20 | 0.80 | 107 tok/s |
| Qwen3 30B A3B 2507 InstructAlibaba | 8.90 | - | 0.20 | 0.80 | 140 tok/s |
| Qwen3 VL 30B A3B InstructAlibaba | 9.90 | - | 0.20 | 0.80 | 109 tok/s |
| Reka Flash (Sep '24)Reka AI | 6.00 | - | 0.20 | 0.80 | 56 tok/s |
| Reka Flash 3Reka AI | 3.70 | - | 0.20 | 0.80 | - |
| Step 3.7 FlashStepFun | 30.90 | $320 | 0.20 | 1.15 | 117 tok/s |
| GPT-5.6 Luna (high)OpenAIBest value frontier | 47.00 | $55.0 | 0.20 | 1.20 | 144 tok/s |
| GPT-5.6 Luna (low)OpenAIBest value frontier | 33.90 | $13.7 | 0.20 | 1.20 | 138 tok/s |
| GPT-5.6 Luna (max)OpenAIBest value frontier | 52.30 | $172 | 0.20 | 1.20 | 159 tok/s |
| GPT-5.6 Luna (medium)OpenAIBest value frontier | 38.90 | $21.1 | 0.20 | 1.20 | 144 tok/s |
| GPT-5.6 Luna (Non-reasoning)OpenAIBest value frontier | 26.80 | $10.2 | 0.20 | 1.20 | 145 tok/s |
| GPT-5.6 Luna (xhigh)OpenAIBest value frontier | 50.10 | $95.1 | 0.20 | 1.20 | 158 tok/s |
| GPT-5.4 nano (medium)OpenAI | 30.80 | - | 0.20 | 1.25 | 177 tok/s |
| GPT-5.4 nano (Non-Reasoning)OpenAI | 17.80 | - | 0.20 | 1.25 | 168 tok/s |
| GPT-5.4 nano (xhigh)OpenAI | 39.70 | $277 | 0.20 | 1.25 | 185 tok/s |
| Qwen3 30B A3B (Reasoning)Alibaba | 9.20 | - | 0.20 | 2.40 | 103 tok/s |
| Qwen3 30B A3B 2507 (Reasoning)Alibaba | 14.60 | $152 | 0.20 | 2.40 | 138 tok/s |
| Qwen3 VL 30B A3B (Reasoning)Alibaba | 13.40 | - | 0.20 | 2.40 | 111 tok/s |
| Seed-OSS-36B-InstructByteDance Seed | 18.50 | - | 0.21 | 0.57 | 30 tok/s |
| Trinity Large ThinkingArcee AI | 18.70 | $255 | 0.23 | 0.88 | 197 tok/s |
| Qwen3 235B A22B 2507 InstructAlibaba | 18.40 | - | 0.23 | 0.92 | 56 tok/s |
| Qwen3 235B A22B 2507 (Reasoning)Alibaba | 19.90 | $170 | 0.23 | 2.30 | 64 tok/s |
| Mistral 7B InstructMistral | 1.70 | - | 0.25 | 0.25 | 122 tok/s |
| Mercury 2Inception | 21.90 | $97.5 | 0.25 | 0.75 | 835 tok/s |
| Qwen3 Omni 30B A3B (Reasoning)Alibaba | 9.50 | - | 0.25 | 0.97 | 99 tok/s |
| Qwen3 Omni 30B A3B InstructAlibaba | 4.80 | - | 0.25 | 0.97 | 93 tok/s |
| Claude 3 HaikuAnthropic | 3.50 | - | 0.25 | 1.25 | - |
| Gemini 3.1 Flash-LiteGoogle | 25.60 | $93.8 | 0.25 | 1.50 | 303 tok/s |
| GPT-5 mini (high)OpenAI | 25.80 | $130 | 0.25 | 2.00 | 83 tok/s |
| GPT-5 mini (medium)OpenAI | 31.60 | - | 0.25 | 2.00 | 85 tok/s |
| GPT-5 mini (minimal)OpenAI | 14.30 | - | 0.25 | 2.00 | 94 tok/s |
| GPT-5.1 Codex mini (high)OpenAI | 31.30 | - | 0.25 | 2.00 | - |
| Qwen3.5 35B A3B (Non-reasoning)Alibaba | 24.30 | $228 | 0.25 | 2.00 | 169 tok/s |
| Qwen3.5 35B A3B (Reasoning)Alibaba | 29.90 | - | 0.25 | 2.00 | 151 tok/s |
| Llama 4 MaverickMeta | 14.50 | $35.9 | 0.27 | 0.85 | 113 tok/s |
| DeepSeek V3.1 Terminus (Non-reasoning)DeepSeek | 21.70 | - | 0.27 | 1.00 | - |
| DeepSeek V3 0324DeepSeek | 15.20 | $35.2 | 0.27 | 1.12 | - |
| DeepSeek V3.2 (Non-reasoning)DeepSeek | 25.10 | - | 0.28 | 0.42 | - |
| DeepSeek V3.2 (Reasoning)DeepSeek | 32.80 | - | 0.28 | 0.42 | - |
| DeepSeek V3.2 Exp (Non-reasoning)DeepSeek | 21.70 | - | 0.28 | 0.42 | - |
| DeepSeek V3.2 Exp (Reasoning)DeepSeek | 25.90 | - | 0.28 | 0.42 | - |
| ERNIE 4.5 300B A47BBaidu | 8.90 | - | 0.28 | 1.10 | - |
| Grok 3 mini Reasoning (high)SpaceXAI | 22.90 | - | 0.30 | 0.50 | 72 tok/s |
| GLM-4.6V (Non-reasoning)Z AI | 10.90 | - | 0.30 | 0.90 | 73 tok/s |
| GLM-4.6V (Reasoning)Z AI | 16.90 | - | 0.30 | 0.90 | 70 tok/s |
| Inkling SmallThinking Machines | 41.20 | $193 | 0.30 | 1.20 | 67 tok/s |
| KAT Coder Pro V2KwaiKAT | 33.70 | - | 0.30 | 1.20 | 107 tok/s |
| MiniMax-M2MiniMax | 28.90 | - | 0.30 | 1.20 | 89 tok/s |
| MiniMax-M2.1MiniMax | 32.10 | - | 0.30 | 1.20 | 88 tok/s |
| MiniMax-M2.5MiniMax | 34.50 | - | 0.30 | 1.20 | 94 tok/s |
| MiniMax-M2.7MiniMax | 38.90 | $143 | 0.30 | 1.20 | 61 tok/s |
| MiniMax-M3MiniMax | 45.40 | $205 | 0.30 | 1.20 | 90 tok/s |
| Solar Pro 4Upstage | 41.60 | $321 | 0.30 | 1.20 | 47 tok/s |
| Qwen3.5 27B (Non-reasoning)Alibaba | 30.00 | - | 0.30 | 2.40 | 82 tok/s |
| Qwen3.5 27B (Reasoning)Alibaba | 34.60 | - | 0.30 | 2.40 | 77 tok/s |
| Gemini 2.5 Flash (Non-reasoning)Google | 14.20 | - | 0.30 | 2.50 | 200 tok/s |
| Gemini 2.5 Flash (Reasoning)Google | 20.30 | - | 0.30 | 2.50 | 225 tok/s |
| Gemini 3.5 Flash-LiteGoogle | 37.40 | $153 | 0.30 | 2.50 | 332 tok/s |
| Ling-2.6-1TInclusionAI | 26.60 | - | 0.30 | 2.50 | - |
| Nova 2.0 Lite (high)Amazon | 20.80 | - | 0.30 | 2.50 | 152 tok/s |
| Nova 2.0 Lite (low)Amazon | 18.00 | - | 0.30 | 2.50 | 164 tok/s |
| Nova 2.0 Lite (medium)Amazon | 19.20 | - | 0.30 | 2.50 | 170 tok/s |
| Nova 2.0 Lite (Non-reasoning)Amazon | 11.80 | - | 0.30 | 2.50 | 153 tok/s |
| Nova 2.0 Omni (low)Amazon | 16.70 | - | 0.30 | 2.50 | - |
| Nova 2.0 Omni (medium)Amazon | 21.30 | - | 0.30 | 2.50 | - |
| Nova 2.0 Omni (Non-reasoning)Amazon | 10.40 | - | 0.30 | 2.50 | - |
| Ring-2.6-1TInclusionAI | 31.70 | $455 | 0.30 | 2.50 | - |
| Muse Glimmer (high)Meta | 35.10 | $105 | 0.32 | 1.35 | 111 tok/s |
| Llama 3.2 Instruct 11B (Vision)Meta | 3.00 | - | 0.34 | 0.34 | 47 tok/s |
| Qwen3 Coder NextAlibaba | 21.30 | $250 | 0.35 | 1.20 | 128 tok/s |
| Qwen3 14B (Non-reasoning)Alibaba | 6.80 | - | 0.35 | 1.40 | 60 tok/s |
| Qwen3 14B (Reasoning)Alibaba | 10.40 | - | 0.35 | 4.20 | 59 tok/s |
| DeepSeek V3 (Dec '24)DeepSeek | 14.20 | $20.0 | 0.36 | 0.89 | - |
| Qwen3.6 35B A3B (Non-reasoning)Alibaba | 24.60 | $530 | 0.38 | 2.25 | 138 tok/s |
| Qwen3.6 35B A3B (Reasoning)Alibaba | 32.10 | $505 | 0.38 | 2.25 | 118 tok/s |
| Llama Nemotron Super 49B v1.5 (Non-reasoning)NVIDIA | 8.50 | - | 0.40 | 0.40 | 90 tok/s |
| Llama Nemotron Super 49B v1.5 (Reasoning)NVIDIA | 12.40 | - | 0.40 | 0.40 | 106 tok/s |
| GPT-4.1 miniOpenAI | 14.80 | $64.2 | 0.40 | 1.60 | 102 tok/s |
| Qwen3 VL 235B A22B InstructAlibaba | 14.40 | - | 0.40 | 1.60 | 47 tok/s |
| Qwen3.7 PlusAlibaba | 39.40 | $322 | 0.40 | 1.60 | 57 tok/s |
| Mistral Medium 3Mistral | 12.50 | - | 0.40 | 2.00 | 57 tok/s |
| Mistral Medium 3.1Mistral | 14.70 | $134 | 0.40 | 2.00 | 106 tok/s |
| Qwen3.5 122B A10B (Non-reasoning)Alibaba | 28.20 | $221 | 0.40 | 3.20 | 143 tok/s |
| Qwen3.5 122B A10B (Reasoning)Alibaba | 32.80 | $444 | 0.40 | 3.20 | 130 tok/s |
| Qwen3 VL 235B A22B (Reasoning)Alibaba | 20.90 | - | 0.40 | 4.00 | 57 tok/s |
| Qwen3.5 Omni PlusAlibaba | 31.30 | - | 0.40 | 4.80 | 49 tok/s |
| DeepSeek V4 Pro (Non-reasoning)DeepSeek | 31.90 | - | 0.43 | 0.87 | 76 tok/s |
| DeepSeek V4 Pro (Reasoning, High Effort)DeepSeek | 43.70 | $109 | 0.43 | 0.87 | 75 tok/s |
| DeepSeek V4 Pro (Reasoning, Max Effort)DeepSeek | 45.30 | $176 | 0.43 | 0.87 | 74 tok/s |
| MiMo-V2.5-ProXiaomi | 42.90 | $98.9 | 0.43 | 0.87 | 59 tok/s |
| MiMo-V2.5-Pro (Non-reasoning)Xiaomi | 28.40 | - | 0.43 | 0.87 | 56 tok/s |
| DeepSeek V4 Flash 0731 (Reasoning, Max Effort)DeepSeek | 51.80 | $323 | 0.44 | 1.32 | 103 tok/s |
| Mixtral 8x7B InstructMistral | 2.00 | - | 0.45 | 0.70 | - |
| Agnes 2.5 Pro AlphaSapiens AI | 39.70 | - | 0.45 | 0.90 | 132 tok/s |
| Qwen3 Coder 30B A3B InstructAlibaba | 13.60 | - | 0.45 | 2.25 | 91 tok/s |
| Qwen3.8 27BAlibaba | 52.00 | - | 0.45 | 3.20 | - |
| Qwen2.5 Instruct 72BAlibaba | 9.40 | - | 0.47 | 0.49 | - |
| Command-R (Mar '24)Cohere | 1.70 | - | 0.50 | 1.50 | - |
| GPT-3.5 TurboOpenAI | 3.20 | - | 0.50 | 1.50 | - |
| Magistral Small 1.2Mistral | 11.50 | $301 | 0.50 | 1.50 | 143 tok/s |
| Mistral Large 3Mistral | 15.90 | $71.1 | 0.50 | 1.50 | 48 tok/s |
| Nex-N2-ProNex AGI | 41.70 | - | 0.50 | 2.50 | 138 tok/s |
| Gemini 3 Flash Preview (Non-reasoning)Google | 27.90 | - | 0.50 | 3.00 | 171 tok/s |
| Gemini 3 Flash Preview (Reasoning)Google | 38.70 | - | 0.50 | 3.00 | 161 tok/s |
| Qwen3.6 PlusAlibaba | 40.50 | $526 | 0.50 | 3.00 | 56 tok/s |
| GLM-4.6 (Reasoning)Z AI | 29.30 | $314 | 0.55 | 2.20 | 50 tok/s |
| MiniMax M1 80kMiniMax | 17.90 | - | 0.55 | 2.20 | - |
| Llama 3.1 Instruct 70BMeta | 6.50 | - | 0.56 | 0.56 | 55 tok/s |
| DeepSeek V3.1 (Non-reasoning)DeepSeek | 21.40 | - | 0.56 | 1.68 | - |
| GLM-4.6 (Non-reasoning)Z AI | 23.40 | - | 0.57 | 2.20 | 55 tok/s |
| Kimi K2Kimi | 19.70 | - | 0.57 | 2.30 | 41 tok/s |
| DeepSeek V3.1 (Reasoning)DeepSeek | 21.00 | - | 0.59 | 1.69 | - |
| GLM-4.5V (Non-reasoning)Z AI | 6.80 | - | 0.60 | 1.80 | 92 tok/s |
| GLM-4.5V (Reasoning)Z AI | 9.00 | - | 0.60 | 1.80 | 83 tok/s |
| Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)NVIDIA | 8.90 | - | 0.60 | 1.80 | 48 tok/s |
| GLM-4.7 (Non-reasoning)Z AI | 27.10 | - | 0.60 | 2.20 | 108 tok/s |
| GLM-4.7 (Reasoning)Z AI | 34.50 | $607 | 0.60 | 2.20 | 107 tok/s |
| Kimi K2 0905Kimi | 24.00 | - | 0.60 | 2.50 | 41 tok/s |
| Kimi K2 ThinkingKimi | 33.50 | - | 0.60 | 2.50 | 121 tok/s |
| Nemotron 3 Ultra 550B A55B (Reasoning)NVIDIA | 38.30 | $534 | 0.60 | 2.75 | 132 tok/s |
| Kimi K2.5 (Non-reasoning)Kimi | 30.10 | - | 0.60 | 3.00 | 45 tok/s |
| Kimi K2.5 (Reasoning)Kimi | 36.00 | $304 | 0.60 | 3.00 | 43 tok/s |
| Qwen3.5 397B A17B (Non-reasoning)Alibaba | 32.70 | - | 0.60 | 3.60 | 83 tok/s |
| Qwen3.5 397B A17B (Reasoning)Alibaba | 34.30 | $527 | 0.60 | 3.60 | 88 tok/s |
| Qwen3.6 27B (Non-reasoning)Alibaba | 31.30 | $359 | 0.60 | 3.60 | 55 tok/s |
| Qwen3.6 27B (Reasoning)Alibaba | 37.70 | $667 | 0.60 | 3.60 | 55 tok/s |
| Llama 3 Instruct 70BMeta | 3.10 | - | 0.65 | 2.75 | - |
| Llama 3.3 Instruct 70BMeta | 9.30 | - | 0.66 | 0.72 | 88 tok/s |
| QwQ 32BAlibaba | 13.40 | - | 0.66 | 1.00 | - |
| Hermes 3 - Llama-3.1 70BNous Research | 4.80 | - | 0.70 | 0.70 | 34 tok/s |
| DeepSeek R1 Distill Llama 70BDeepSeek | 9.80 | - | 0.70 | 1.10 | 25 tok/s |
| Qwen3 235B A22B (Non-reasoning)Alibaba | 10.80 | - | 0.70 | 2.80 | 59 tok/s |
| Qwen3 235B A22B (Reasoning)Alibaba | 13.50 | - | 0.70 | 8.40 | 61 tok/s |
| LongCat 2.0LongCat | 34.00 | $442 | 0.75 | 2.95 | 39 tok/s |
| Gemini 3.6 Flash (high)Google | 51.60 | $412 | 0.75 | 3.75 | 199 tok/s |
| Gemini 3.7 Flash (high)GoogleBest value frontier | 56.00 | $485 | 0.75 | 3.75 | 323 tok/s |
| Gemini 3.7 Flash (low)GoogleBest value frontier | 50.90 | $165 | 0.75 | 3.75 | 303 tok/s |
| Gemini 3.7 Flash (medium)GoogleBest value frontier | 53.40 | $278 | 0.75 | 3.75 | 317 tok/s |
| GPT-5.4 mini (medium)OpenAI | 30.50 | - | 0.75 | 4.50 | 160 tok/s |
| GPT-5.4 mini (Non-Reasoning)OpenAI | 16.80 | - | 0.75 | 4.50 | 162 tok/s |
| GPT-5.4 mini (xhigh)OpenAI | 40.90 | $1096 | 0.75 | 4.50 | 163 tok/s |
| Nova ProAmazon | 7.50 | - | 0.80 | 3.20 | - |
| Apertus 70B InstructSwiss AI Initiative | 2.00 | - | 0.82 | 2.92 | - |
| Kimi K2.6Kimi | 45.10 | $841 | 0.95 | 4.00 | 46 tok/s |
| Kimi K2.6 (Non-reasoning)Kimi | 35.40 | - | 0.95 | 4.00 | 40 tok/s |
| Kimi K2.7 CodeKimi | 43.00 | $545 | 0.95 | 4.00 | 37 tok/s |
| Grok Build 0.1 0616SpaceXAI | 40.70 | $377 | 1.00 | 2.00 | 55 tok/s |
| Hermes 4 - Llama-3.1 405B (Non-reasoning)Nous Research | 8.60 | - | 1.00 | 3.00 | 22 tok/s |
| Hermes 4 - Llama-3.1 405B (Reasoning)Nous Research | 8.80 | - | 1.00 | 3.00 | 30 tok/s |
| GLM-5 (Non-reasoning)Z AI | 33.20 | - | 1.00 | 3.20 | 40 tok/s |
| GLM-5 (Reasoning)Z AI | 40.60 | - | 1.00 | 3.20 | 46 tok/s |
| Inkling (xhigh)Thinking Machines | 42.30 | $698 | 1.00 | 4.05 | 74 tok/s |
| Claude 4.5 Haiku (Non-reasoning)Anthropic | 24.10 | - | 1.00 | 5.00 | 90 tok/s |
| Claude 4.5 Haiku (Reasoning)Anthropic | 29.90 | $471 | 1.00 | 5.00 | 89 tok/s |
| o3-miniOpenAI | 19.20 | - | 1.10 | 4.40 | 221 tok/s |
| o3-mini (high)OpenAI | 15.70 | - | 1.10 | 4.40 | 220 tok/s |
| o4-mini (high)OpenAI | 26.10 | - | 1.10 | 4.40 | 143 tok/s |
| Llama 3.1 Nemotron Instruct 70BNVIDIA | 7.40 | - | 1.20 | 1.20 | 109 tok/s |
| Qwen3 MaxAlibaba | 24.50 | - | 1.20 | 6.00 | 58 tok/s |
| Qwen3 Max (Preview)Alibaba | 19.40 | - | 1.20 | 6.00 | 59 tok/s |
| Qwen3 Max Thinking (Preview)Alibaba | 25.50 | - | 1.20 | 6.00 | 56 tok/s |
| Cogito v2.1 (Reasoning)Deep Cogito | - | - | 1.25 | 1.25 | - |
| Grok 4.20 0309 v2 (Non-reasoning)SpaceXAI | 22.20 | - | 1.25 | 2.50 | 85 tok/s |
| Grok 4.20 0309 v2 (Reasoning)SpaceXAI | 38.00 | - | 1.25 | 2.50 | 99 tok/s |
| Grok 4.3 (high)SpaceXAI | 37.90 | $288 | 1.25 | 2.50 | 118 tok/s |
| Grok 4.3 (low)SpaceXAI | 36.30 | - | 1.25 | 2.50 | 100 tok/s |
| Grok 4.3 (medium)SpaceXAI | 36.90 | - | 1.25 | 2.50 | 113 tok/s |
| Grok 4.3 (Non-reasoning)SpaceXAI | 25.00 | $201 | 1.25 | 2.50 | 98 tok/s |
| Muse Spark 1.1 (xhigh)Meta | 53.20 | $547 | 1.25 | 4.25 | 200 tok/s |
| Muse Spark 1.2 (xhigh)MetaBest value frontier | 56.80 | $639 | 1.25 | 4.25 | - |
| Gemini 2.5 ProGoogle | 25.90 | $611 | 1.25 | 10.00 | 133 tok/s |
| Gemini 2.5 Pro Preview (May' 25)Google | 22.70 | - | 1.25 | 10.00 | - |
| GPT-5 (high)OpenAI | 35.30 | $789 | 1.25 | 10.00 | 81 tok/s |
| GPT-5 (low)OpenAI | 31.90 | - | 1.25 | 10.00 | 68 tok/s |
| GPT-5 (medium)OpenAI | 34.60 | - | 1.25 | 10.00 | 82 tok/s |
| GPT-5 (minimal)OpenAI | 17.30 | - | 1.25 | 10.00 | 78 tok/s |
| GPT-5 Codex (high)OpenAI | 37.00 | - | 1.25 | 10.00 | - |
| GPT-5.1 (high)OpenAI | 37.50 | $782 | 1.25 | 10.00 | 112 tok/s |
| GPT-5.1 (Non-reasoning)OpenAI | 20.70 | - | 1.25 | 10.00 | 96 tok/s |
| GPT-5.1 Codex (high)OpenAI | 35.60 | - | 1.25 | 10.00 | - |
| Nova 2.0 Pro Preview (low)Amazon | 19.80 | - | 1.25 | 10.00 | 115 tok/s |
| Nova 2.0 Pro Preview (medium)Amazon | 22.10 | - | 1.25 | 10.00 | 115 tok/s |
| Nova 2.0 Pro Preview (Non-reasoning)Amazon | 14.40 | - | 1.25 | 10.00 | 98 tok/s |
| Qwen3.6 Max PreviewAlibaba | 41.10 | - | 1.30 | 7.80 | 62 tok/s |
| DeepSeek V4 Pro 0813 (Reasoning, Max Effort)DeepSeek | 53.20 | $605 | 1.32 | 3.96 | 74 tok/s |
| DeepSeek R1 0528 (May '25)DeepSeek | 20.40 | - | 1.35 | 3.00 | - |
| GLM-5.1 (Non-reasoning)Z AI | 36.30 | - | 1.39 | 4.40 | 62 tok/s |
| GLM-5.1 (Reasoning)Z AI | 41.00 | $700 | 1.39 | 4.40 | 83 tok/s |
| GLM-5.2 (max)Z AI | 52.60 | $843 | 1.40 | 4.40 | 113 tok/s |
| GLM-5.2 (Non-reasoning)Z AI | 34.80 | - | 1.40 | 4.40 | 140 tok/s |
| GLM-5.3 (max)Z AI | 59.50 | $1239 | 1.40 | 4.40 | 85 tok/s |
| Mistral MediumMistral | 3.20 | - | 1.50 | 7.50 | 135 tok/s |
| Mistral Medium 3.5Mistral | 30.40 | $883 | 1.50 | 7.50 | 132 tok/s |
| Qwen3 Coder 480B A35B InstructAlibaba | 18.20 | - | 1.50 | 7.50 | 66 tok/s |
| Gemini 3.5 Flash (high)Google | 52.00 | $1042 | 1.50 | 9.00 | 171 tok/s |
| Gemini 3.5 Flash (medium)Google | 46.70 | - | 1.50 | 9.00 | 180 tok/s |
| Gemini 3.5 Flash (minimal)Google | 35.80 | - | 1.50 | 9.00 | 154 tok/s |
| DeepSeek V3.1 Terminus (Reasoning)DeepSeek | 31.40 | - | 1.64 | 2.75 | - |
| GPT-5.2 (medium)OpenAI | 38.90 | - | 1.75 | 14.00 | - |
| GPT-5.2 (Non-reasoning)OpenAI | 26.50 | - | 1.75 | 14.00 | 68 tok/s |
| GPT-5.2 (xhigh)OpenAI | 43.30 | - | 1.75 | 14.00 | 78 tok/s |
| GPT-5.2 Codex (xhigh)OpenAI | 41.20 | - | 1.75 | 14.00 | - |
| GPT-5.3 Codex (xhigh)OpenAI | 45.50 | - | 1.75 | 14.00 | 125 tok/s |
| DeepSeek R1 (Jan '25)DeepSeek | 18.60 | $417 | 2.00 | 4.00 | - |
| Magistral Medium 1.2Mistral | 18.00 | $920 | 2.00 | 5.00 | 127 tok/s |
| Grok 4.20 0309 (Non-reasoning)SpaceXAI | 22.90 | - | 2.00 | 6.00 | - |
| Grok 4.20 0309 (Reasoning)SpaceXAI | 37.40 | - | 2.00 | 6.00 | - |
| Grok 4.5 (high)SpaceXAI | 55.80 | $579 | 2.00 | 6.00 | 50 tok/s |
| Grok 4.6 (high)SpaceXAIBest value frontier | 60.90 | $1068 | 2.00 | 6.00 | 56 tok/s |
| Mistral Large 2 (Jul '24)Mistral | 7.00 | - | 2.00 | 6.00 | - |
| Qwen3.8 2.4T A95BAlibaba | 57.70 | $1672 | 2.00 | 6.00 | 46 tok/s |
| Qwen3.8 MaxAlibaba | 58.10 | $1741 | 2.00 | 6.00 | 45 tok/s |
| GPT-4.1OpenAI | 19.60 | - | 2.00 | 8.00 | 142 tok/s |
| Jamba 1.5 LargeAI21 Labs | 4.80 | - | 2.00 | 8.00 | - |
| o3OpenAI | 31.10 | - | 2.00 | 8.00 | 112 tok/s |
| Claude Sonnet 5 (Adaptive Reasoning, High Effort)Anthropic | - | - | 2.00 | 10.00 | 62 tok/s |
| Claude Sonnet 5 (Adaptive Reasoning, Low Effort)Anthropic | - | - | 2.00 | 10.00 | 58 tok/s |
| Claude Sonnet 5 (Adaptive Reasoning, Max Effort)Anthropic | 55.30 | $4011 | 2.00 | 10.00 | 76 tok/s |
| Claude Sonnet 5 (Adaptive Reasoning, Medium Effort)Anthropic | - | - | 2.00 | 10.00 | 58 tok/s |
| Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)Anthropic | - | - | 2.00 | 10.00 | 71 tok/s |
| Claude Sonnet 5 (Non-reasoning, High Effort)Anthropic | 42.60 | $416 | 2.00 | 10.00 | 58 tok/s |
| Gemini 3 Pro Preview (high)Google | 40.60 | - | 2.00 | 12.00 | - |
| Gemini 3 Pro Preview (low)Google | 33.90 | - | 2.00 | 12.00 | - |
| Gemini 3.1 Pro PreviewGoogle | 47.70 | $812 | 2.00 | 12.00 | 108 tok/s |
| GPT-5.6 Terra (high)OpenAI | 50.10 | $395 | 2.00 | 12.00 | 104 tok/s |
| GPT-5.6 Terra (low)OpenAI | 41.30 | $130 | 2.00 | 12.00 | 94 tok/s |
| GPT-5.6 Terra (max)OpenAI | 56.60 | $1390 | 2.00 | 12.00 | 119 tok/s |
| GPT-5.6 Terra (medium)OpenAI | 46.80 | $192 | 2.00 | 12.00 | 98 tok/s |
| GPT-5.6 Terra (Non-reasoning)OpenAI | 34.60 | $98.5 | 2.00 | 12.00 | 98 tok/s |
| GPT-5.6 Terra (xhigh)OpenAI | 52.80 | $590 | 2.00 | 12.00 | 102 tok/s |
| Qwen3.7 MaxAlibaba | 46.70 | $1064 | 2.50 | 7.50 | 201 tok/s |
| Command ACohere | 7.50 | - | 2.50 | 10.00 | 60 tok/s |
| GPT-4o (Aug '24)OpenAI | 9.40 | - | 2.50 | 10.00 | 93 tok/s |
| GPT-4o (Nov '24)OpenAI | 11.10 | - | 2.50 | 10.00 | 131 tok/s |
| Nova PremierAmazon | 12.70 | - | 2.50 | 12.50 | 33 tok/s |
| GPT-5.4 (low)OpenAI | 40.20 | - | 2.50 | 15.00 | 94 tok/s |
| GPT-5.4 (Non-reasoning)OpenAI | 28.30 | - | 2.50 | 15.00 | 90 tok/s |
| GPT-5.4 (xhigh)OpenAI | 53.10 | $2183 | 2.50 | 15.00 | 131 tok/s |
| Claude 3.5 Sonnet (June '24)Anthropic | 8.10 | - | 3.00 | 15.00 | - |
| Claude 3.5 Sonnet (Oct '24)Anthropic | 9.80 | - | 3.00 | 15.00 | - |
| Claude 3.7 Sonnet (Non-reasoning)Anthropic | 23.90 | - | 3.00 | 15.00 | - |
| Claude 4 Sonnet (Non-reasoning)Anthropic | 26.00 | - | 3.00 | 15.00 | - |
| Claude 4 Sonnet (Reasoning)Anthropic | 29.80 | - | 3.00 | 15.00 | - |
| Claude 4.5 Sonnet (Non-reasoning)Anthropic | 29.90 | - | 3.00 | 15.00 | 39 tok/s |
| Claude 4.5 Sonnet (Reasoning)Anthropic | 37.40 | $1037 | 3.00 | 15.00 | 40 tok/s |
| Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)Anthropic | 48.40 | $3355 | 3.00 | 15.00 | 55 tok/s |
| Claude Sonnet 4.6 (Non-reasoning, High Effort)Anthropic | 36.80 | - | 3.00 | 15.00 | 43 tok/s |
| Claude Sonnet 4.6 (Non-reasoning, Low Effort)Anthropic | 35.10 | - | 3.00 | 15.00 | 44 tok/s |
| Command-R+ (Apr '24)Cohere | 2.60 | - | 3.00 | 15.00 | - |
| Grok 4SpaceXAI | 34.10 | - | 3.00 | 15.00 | - |
| Kimi K3 (low)Kimi | 48.30 | $283 | 3.00 | 15.00 | 36 tok/s |
| Kimi K3 (max)Kimi | 59.70 | $2425 | 3.00 | 15.00 | 38 tok/s |
| Mistral Large (Feb '24)Mistral | 4.10 | - | 4.00 | 12.00 | - |
| Grok 3SpaceXAI | 18.60 | - | 4.00 | 20.00 | - |
| GPT-4o (May '24)OpenAI | 8.40 | - | 5.00 | 15.00 | 91 tok/s |
| Claude Opus 4.5 (Non-reasoning)Anthropic | 35.60 | - | 5.00 | 25.00 | 45 tok/s |
| Claude Opus 4.5 (Reasoning)Anthropic | 41.90 | - | 5.00 | 25.00 | 46 tok/s |
| Claude Opus 4.6 (Adaptive Reasoning, Max Effort)Anthropic | 44.90 | - | 5.00 | 25.00 | 39 tok/s |
| Claude Opus 4.6 (Non-reasoning, High Effort)Anthropic | 38.80 | - | 5.00 | 25.00 | 36 tok/s |
| Claude Opus 4.7 (Adaptive Reasoning, Max Effort)Anthropic | 55.00 | $3743 | 5.00 | 25.00 | 48 tok/s |
| Claude Opus 4.7 (Non-reasoning, High Effort)Anthropic | 43.90 | - | 5.00 | 25.00 | 44 tok/s |
| Claude Opus 4.8 (Adaptive Reasoning, Max Effort)Anthropic | 57.30 | $3752 | 5.00 | 25.00 | 54 tok/s |
| Claude Opus 5 (Adaptive Reasoning, High Effort)AnthropicBest value frontier | 61.50 | $1974 | 5.00 | 25.00 | 51 tok/s |
| Claude Opus 5 (Adaptive Reasoning, Low Effort)Anthropic | 52.50 | $555 | 5.00 | 25.00 | 49 tok/s |
| Claude Opus 5 (Adaptive Reasoning, Max Effort)AnthropicBest value frontier | 63.10 | $3836 | 5.00 | 25.00 | 53 tok/s |
| Claude Opus 5 (Adaptive Reasoning, Medium Effort)Anthropic | 58.60 | $1116 | 5.00 | 25.00 | 50 tok/s |
| Claude Opus 5 (Adaptive Reasoning, Xhigh Effort)AnthropicBest value frontier | 62.50 | $2909 | 5.00 | 25.00 | 54 tok/s |
| GPT-5.5 (high)OpenAI | 54.70 | $1721 | 5.00 | 30.00 | 74 tok/s |
| GPT-5.5 (low)OpenAI | 44.50 | $374 | 5.00 | 30.00 | 74 tok/s |
| GPT-5.5 (medium)OpenAI | 51.40 | $939 | 5.00 | 30.00 | 79 tok/s |
| GPT-5.5 (Non-reasoning)OpenAI | 35.80 | $212 | 5.00 | 30.00 | 68 tok/s |
| GPT-5.5 (xhigh)OpenAI | 56.30 | $2778 | 5.00 | 30.00 | 85 tok/s |
| GPT-5.5 Instant (June 2026)OpenAI | 29.20 | $423 | 5.00 | 30.00 | 117 tok/s |
| GPT-5.5 Instant (May 2026)OpenAI | 34.30 | - | 5.00 | 30.00 | - |
| GPT-5.6 Sol (high)OpenAIBest value frontier | 57.30 | $955 | 5.00 | 30.00 | 63 tok/s |
| GPT-5.6 Sol (low)OpenAI | 50.70 | $344 | 5.00 | 30.00 | 57 tok/s |
| GPT-5.6 Sol (max)OpenAI | 60.90 | $2823 | 5.00 | 30.00 | 65 tok/s |
| GPT-5.6 Sol (medium)OpenAI | 55.60 | $580 | 5.00 | 30.00 | 63 tok/s |
| GPT-5.6 Sol (Non-reasoning)OpenAI | 41.90 | $240 | 5.00 | 30.00 | 59 tok/s |
| GPT-5.6 Sol (xhigh)OpenAI | 59.00 | $1525 | 5.00 | 30.00 | 63 tok/s |
| GPT-4 TurboOpenAI | 7.70 | - | 10.00 | 30.00 | 32 tok/s |
| Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)Anthropic | 62.10 | $5455 | 10.00 | 50.00 | 67 tok/s |
| o1OpenAI | 23.90 | - | 15.00 | 60.00 | - |
| Claude 3 OpusAnthropic | 11.80 | - | 15.00 | 75.00 | - |
| Claude 4 Opus (Non-reasoning)Anthropic | 26.00 | - | 15.00 | 75.00 | - |
| Claude 4 Opus (Reasoning)Anthropic | 31.70 | - | 15.00 | 75.00 | - |
| Claude 4.1 Opus (Non-reasoning)Anthropic | 28.80 | - | 15.00 | 75.00 | - |
| Claude 4.1 Opus (Reasoning)Anthropic | 34.50 | - | 15.00 | 75.00 | - |
| o1-previewOpenAI | 17.20 | - | 16.50 | 66.00 | - |
| o3-proOpenAI | 33.30 | - | 20.00 | 80.00 | - |
| GPT-4OpenAI | 6.80 | - | 30.00 | 60.00 | - |
| GPT-5.4 Pro (xhigh)OpenAI | - | - | 30.00 | 180 | - |
| o1-proOpenAI | 19.10 | - | 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.