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

ModelIntelligence scoreBenchmark cost (USD)Input price / 1M tokens (USD)Output price / 1M tokens (USD)Output speed
Apriel-v1.5-15B-ThinkerServiceNow21.60-0.000.00-
Apriel-v1.6-15B-ThinkerServiceNow20.80-0.000.00-
G9v3-39A5BAI9Stars31.60-0.000.00-
G9v3-3BAI9Stars16.20-0.000.00-
Gemini 2.0 Flash (experimental)Google10.60-0.000.00-
Gemma 3 1B InstructGoogle1.00-0.000.00-
Gemma 3 4B InstructGoogle1.00-0.000.00-
Gemma 3n E2B InstructGoogle1.00-0.000.00-
LFM2.5-8B-A1BLiquid AI8.10-0.000.00338 tok/s
LFM2.5-VL-1.6BLiquid AI1.00-0.000.00353 tok/s
Olmo 3.1 32B ThinkAllen Institute for AI7.90-0.000.00-
Phi-4 Mini InstructMicrosoft5.70-0.000.0044 tok/s
Phi-4 Multimodal InstructMicrosoft4.20-0.000.0018 tok/s
Sarvam M (Reasoning)Sarvam2.60-0.000.00-
Tiny Aya GlobalCohere1.00-0.000.00-
Llama 3.1 Instruct 8BMeta7.40-0.020.05133 tok/s
Gemma 4 E4B (Non-reasoning)Google8.70-0.020.1052 tok/s
Gemma 4 E4B (Reasoning)Google12.20-0.020.1048 tok/s
Sarvam 30B (high)Sarvam6.40-0.030.11-
Qwen3.5 4B (Non-reasoning)Alibaba16.10-0.030.1552 tok/s
Qwen3.5 4B (Reasoning)Alibaba20.40-0.030.1543 tok/s
Granite 3.3 8B (Non-reasoning)IBM1.30-0.030.2515 tok/s
Llama 3 Instruct 8BMeta1.00-0.040.14-
Nova MicroAmazon4.40-0.040.14300 tok/s
NVIDIA Nemotron Nano 9B V2 (Reasoning)NVIDIA8.70-0.040.16173 tok/s
Sarvam 105B (high)Sarvam11.90-0.040.17-
Granite 4.1 8BIBM6.40-0.050.10115 tok/s
Nemotron 3.5 LightningNVIDIA23.60$59.70.050.20300 tok/s
NVIDIA Nemotron 3 Nano 30B A3B (Non-reasoning)NVIDIA7.20-0.050.20190 tok/s
NVIDIA Nemotron 3 Nano 30B A3B (Reasoning)NVIDIA14.50$39.40.050.20227 tok/s
NVIDIA Nemotron Nano 9B V2 (Non-reasoning)NVIDIA7.20-0.050.20168 tok/s
Qwen2.5 TurboAlibaba6.00-0.050.20109 tok/s
Llama 2 Chat 7BMeta3.90-0.050.25-
GPT-5 nano (high)OpenAI20.10-0.050.40162 tok/s
GPT-5 nano (medium)OpenAI19.20-0.050.40159 tok/s
GPT-5 nano (minimal)OpenAI7.80-0.050.40163 tok/s
Gemma 3n E4B InstructGoogle1.00-0.060.1257 tok/s
gpt-oss-20b (high)OpenAI15.20$32.70.060.19125 tok/s
Hy3-preview (Non-reasoning)Tencent26.60-0.060.21-
Hy3-preview (Reasoning)Tencent34.40-0.060.21-
Nova LiteAmazon6.70-0.060.24157 tok/s
Granite 4.0 H SmallIBM4.90-0.060.2520 tok/s
gpt-oss-20b (low)OpenAI14.40-0.070.20152 tok/s
Ling 3.0 FlashInclusionAI37.80$72.80.070.22-
Nemotron 3 Nano Omni 30B A3B ReasoningNVIDIA15.00-0.070.30328 tok/s
GLM-4.7-Flash (Non-reasoning)Z AI15.60-0.070.40124 tok/s
GLM-4.7-Flash (Reasoning)Z AI23.30-0.070.4098 tok/s
Ministral 3 3BMistral7.10$91.60.100.10200 tok/s
Apertus 8B InstructSwiss AI Initiative1.00-0.100.20-
Olmo 3 7B InstructAllen Institute for AI2.40-0.100.20-
Gemma 4 12B (Non-reasoning)Google13.20-0.100.30116 tok/s
Gemma 4 12B (Reasoning)Google22.20-0.100.30113 tok/s
Ling 2.6 FlashInclusionAI14.20-0.100.30104 tok/s
MiMo-V2-Flash (Reasoning)Xiaomi31.90-0.100.30-
Mistral Small 3Mistral6.70-0.100.30163 tok/s
Mistral Small 3.1Mistral14.90$29.80.100.30153 tok/s
Mistral Small 3.2Mistral10.70$1290.100.30157 tok/s
Step 3.5 FlashStepFun26.00-0.100.30225 tok/s
Step 3.5 Flash 2603StepFun26.50-0.100.30221 tok/s
Gemini 2.5 Flash-Lite (Non-reasoning)Google6.70-0.100.40290 tok/s
Gemini 2.5 Flash-Lite (Reasoning)Google11.40-0.100.40330 tok/s
Gemini 2.5 Flash-Lite Preview (Sep '25) (Non-reasoning)Google13.10-0.100.40-
Gemini 2.5 Flash-Lite Preview (Sep '25) (Reasoning)Google15.20-0.100.40-
GPT-4.1 nanoOpenAI9.60$36.70.100.40154 tok/s
Qwen3.5 Omni FlashAlibaba19.20-0.100.80257 tok/s
DeepSeek V4 Flash (Reasoning, Max Effort)DeepSeek42.10$1040.130.28-
Gemma 4 26B A4B (Non-reasoning)Google20.40-0.130.4066 tok/s
Gemma 4 26B A4B (Reasoning)Google26.10$59.50.130.40-
Hermes 4 - Llama-3.1 70B (Non-reasoning)Nous Research6.70-0.130.4094 tok/s
Hermes 4 - Llama-3.1 70B (Reasoning)Nous Research9.90-0.130.4084 tok/s
Phi-4Microsoft4.60-0.130.5023 tok/s
Qwen3.5 9B (Reasoning)Alibaba21.80$2400.140.2081 tok/s
DeepSeek V4 Flash (Non-reasoning)DeepSeek29.30-0.140.28-
DeepSeek V4 Flash (Reasoning, High Effort)DeepSeek39.00$58.50.140.28-
MiMo-V2.5Xiaomi38.00$25.20.140.2869 tok/s
Hy3Tencent42.20$93.60.140.5672 tok/s
Ling-flash-2.0InclusionAI9.60-0.140.5791 tok/s
Ring-flash-2.0InclusionAI8.00-0.140.57-
Ministral 3 8BMistral9.00$1140.150.15129 tok/s
Solar MiniUpstage6.00-0.150.15-
Gemma 4 31B (Non-reasoning)Google22.30$32.80.150.4084 tok/s
gpt-oss-120b (low)OpenAI14.90$24.20.150.59202 tok/s
GPT-4o miniOpenAI6.70-0.150.60101 tok/s
gpt-oss-120b (high)OpenAI24.10$95.00.150.60176 tok/s
Mistral Small (Feb '24)Mistral3.20-0.150.60161 tok/s
Mistral Small 4 (Non-reasoning)Mistral12.30-0.150.60157 tok/s
Mistral Small 4 (Reasoning)Mistral19.70$87.70.150.60175 tok/s
Solar Pro 3Upstage14.50$1580.150.60153 tok/s
Qwen3.5 9B (Non-reasoning)Alibaba20.60-0.170.2589 tok/s
GLM-4.5-AirZ AI16.70-0.170.9875 tok/s
Llama 4 ScoutMeta10.30$11.60.180.66133 tok/s
Qwen3 8B (Non-reasoning)Alibaba4.80-0.180.7040 tok/s
Qwen3 VL 8B InstructAlibaba8.20-0.180.70119 tok/s
Qwen3 8B (Reasoning)Alibaba8.30-0.182.1038 tok/s
Qwen3 VL 8B (Reasoning)Alibaba10.50-0.182.10112 tok/s
Ministral 3 14BMistral11.20$1190.200.2098 tok/s
Jamba 1.5 MiniAI21 Labs2.30-0.200.40-
Grok 4 Fast (Non-reasoning)SpaceXAI16.60-0.200.50-
Grok 4 Fast (Reasoning)SpaceXAI27.90-0.200.50-
Mistral Small (Sep '24)Mistral4.30-0.200.60158 tok/s
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)NVIDIA4.20-0.200.60200 tok/s
NVIDIA Nemotron Nano 12B v2 VL (Reasoning)NVIDIA8.80-0.200.60137 tok/s
Celeris-1Celeris12.40$1570.200.701490 tok/s
Nemotron 3 Super 120B A12B (Reasoning)NVIDIA25.70$2540.200.80140 tok/s
Qwen3 30B A3B (Non-reasoning)Alibaba6.60-0.200.80107 tok/s
Qwen3 30B A3B 2507 InstructAlibaba8.90-0.200.80141 tok/s
Qwen3 VL 30B A3B InstructAlibaba9.90-0.200.80112 tok/s
Reka Flash (Sep '24)Reka AI6.00-0.200.8056 tok/s
Reka Flash 3Reka AI3.70-0.200.80-
Step 3.7 FlashStepFun30.90$3200.201.15150 tok/s
GPT-5.6 Luna (high)OpenAIBest value frontier47.00$55.00.201.20177 tok/s
GPT-5.6 Luna (low)OpenAIBest value frontier33.90$13.70.201.20167 tok/s
GPT-5.6 Luna (max)OpenAIBest value frontier52.30$1720.201.20177 tok/s
GPT-5.6 Luna (medium)OpenAIBest value frontier38.90$21.10.201.20179 tok/s
GPT-5.6 Luna (Non-reasoning)OpenAIBest value frontier26.80$10.20.201.20163 tok/s
GPT-5.6 Luna (xhigh)OpenAIBest value frontier50.10$95.10.201.20178 tok/s
GPT-5.4 nano (medium)OpenAI30.80-0.201.25186 tok/s
GPT-5.4 nano (Non-Reasoning)OpenAI17.80-0.201.25171 tok/s
GPT-5.4 nano (xhigh)OpenAI39.70$2770.201.25178 tok/s
Qwen3 30B A3B (Reasoning)Alibaba9.20-0.202.40106 tok/s
Qwen3 30B A3B 2507 (Reasoning)Alibaba14.60$1520.202.40148 tok/s
Qwen3 VL 30B A3B (Reasoning)Alibaba13.40-0.202.40112 tok/s
Seed-OSS-36B-InstructByteDance Seed18.50-0.210.5724 tok/s
Trinity Large ThinkingArcee AI18.70$2550.230.88202 tok/s
Mistral 7B InstructMistral1.70-0.250.25126 tok/s
Mercury 2Inception21.90$97.50.250.75925 tok/s
Qwen3 Omni 30B A3B (Reasoning)Alibaba9.50-0.250.9799 tok/s
Qwen3 Omni 30B A3B InstructAlibaba4.80-0.250.9793 tok/s
Claude 3 HaikuAnthropic3.50-0.251.25-
Gemini 3.1 Flash-LiteGoogle25.60$93.80.251.50353 tok/s
GPT-5 mini (high)OpenAI25.80$1300.252.0086 tok/s
GPT-5 mini (medium)OpenAI31.60-0.252.0096 tok/s
GPT-5 mini (minimal)OpenAI14.30-0.252.00105 tok/s
GPT-5.1 Codex mini (high)OpenAI31.30-0.252.00-
Qwen3.5 35B A3B (Non-reasoning)Alibaba24.30$2280.252.00170 tok/s
Qwen3.5 35B A3B (Reasoning)Alibaba29.90-0.252.00151 tok/s
Llama 4 MaverickMeta14.50$35.90.270.85118 tok/s
DeepSeek V3.1 Terminus (Non-reasoning)DeepSeek21.70-0.271.00-
DeepSeek V3 0324DeepSeek15.20$35.20.271.12-
DeepSeek V3.2 (Non-reasoning)DeepSeek25.10-0.280.42-
DeepSeek V3.2 (Reasoning)DeepSeek32.80-0.280.42-
DeepSeek V3.2 Exp (Non-reasoning)DeepSeek21.70-0.280.42-
DeepSeek V3.2 Exp (Reasoning)DeepSeek25.90-0.280.42-
ERNIE 4.5 300B A47BBaidu8.90-0.281.10-
Grok 3 mini Reasoning (high)SpaceXAI22.90-0.300.5071 tok/s
GLM-4.6V (Non-reasoning)Z AI10.90-0.300.9071 tok/s
GLM-4.6V (Reasoning)Z AI16.90-0.300.9069 tok/s
Inkling SmallThinking Machines41.20$1930.301.2065 tok/s
KAT Coder Pro V2KwaiKAT33.70-0.301.20109 tok/s
MiniMax-M2MiniMax28.90-0.301.20101 tok/s
MiniMax-M2.1MiniMax32.10-0.301.2099 tok/s
MiniMax-M2.5MiniMax34.50-0.301.20105 tok/s
MiniMax-M2.7MiniMax38.90$1430.301.2067 tok/s
MiniMax-M3MiniMax45.40$2050.301.20109 tok/s
Solar Pro 4Upstage41.60$3210.301.2057 tok/s
Qwen3.5 27B (Non-reasoning)Alibaba30.00-0.302.4083 tok/s
Qwen3.5 27B (Reasoning)Alibaba34.60-0.302.4078 tok/s
Gemini 2.5 Flash (Non-reasoning)Google14.20-0.302.50230 tok/s
Gemini 2.5 Flash (Reasoning)Google20.30-0.302.50229 tok/s
Gemini 3.5 Flash-LiteGoogle37.40$1530.302.50356 tok/s
Ling-2.6-1TInclusionAI26.60-0.302.50-
Nova 2.0 Lite (high)Amazon20.80-0.302.50164 tok/s
Nova 2.0 Lite (low)Amazon18.00-0.302.50166 tok/s
Nova 2.0 Lite (medium)Amazon19.20-0.302.50171 tok/s
Nova 2.0 Lite (Non-reasoning)Amazon11.80-0.302.50146 tok/s
Nova 2.0 Omni (low)Amazon16.70-0.302.50-
Nova 2.0 Omni (medium)Amazon21.30-0.302.50-
Nova 2.0 Omni (Non-reasoning)Amazon10.40-0.302.50-
Ring-2.6-1TInclusionAI31.70$4550.302.50-
Muse Glimmer (high)Meta35.10$1050.321.35104 tok/s
Llama 3.2 Instruct 11B (Vision)Meta3.00-0.340.3444 tok/s
Qwen3 Coder NextAlibaba21.30$2500.351.20151 tok/s
Qwen3 14B (Non-reasoning)Alibaba6.80-0.351.4064 tok/s
Qwen3 14B (Reasoning)Alibaba10.40-0.354.2061 tok/s
DeepSeek V3 (Dec '24)DeepSeek14.20$20.00.360.89-
Qwen3.6 35B A3B (Non-reasoning)Alibaba24.60$5300.382.25146 tok/s
Qwen3.6 35B A3B (Reasoning)Alibaba32.10$5050.382.25131 tok/s
Llama Nemotron Super 49B v1.5 (Non-reasoning)NVIDIA8.50-0.400.40126 tok/s
Llama Nemotron Super 49B v1.5 (Reasoning)NVIDIA12.40-0.400.40128 tok/s
GPT-4.1 miniOpenAI14.80$64.20.401.6089 tok/s
Qwen3.7 PlusAlibaba39.40$3220.401.6056 tok/s
Mistral Medium 3Mistral12.50-0.402.0058 tok/s
Mistral Medium 3.1Mistral14.70$1340.402.00112 tok/s
Qwen3.5 122B A10B (Non-reasoning)Alibaba28.20$2210.403.20148 tok/s
Qwen3.5 122B A10B (Reasoning)Alibaba32.80$4440.403.20136 tok/s
Qwen3.5 Omni PlusAlibaba31.30-0.404.8053 tok/s
DeepSeek V4 Pro (Non-reasoning)DeepSeek31.90-0.430.8788 tok/s
DeepSeek V4 Pro (Reasoning, High Effort)DeepSeek43.70$1090.430.8787 tok/s
DeepSeek V4 Pro (Reasoning, Max Effort)DeepSeek45.30$1760.430.8783 tok/s
MiMo-V2.5-ProXiaomi42.90$98.90.430.8755 tok/s
MiMo-V2.5-Pro (Non-reasoning)Xiaomi28.40-0.430.8754 tok/s
DeepSeek V4 Flash 0731 (Reasoning, Max Effort)DeepSeek51.80$3230.441.32114 tok/s
Mixtral 8x7B InstructMistral2.00-0.450.70-
Agnes 2.5 Pro AlphaSapiens AI39.70-0.450.90132 tok/s
Qwen3 Coder 30B A3B InstructAlibaba13.60-0.452.2595 tok/s
Qwen2.5 Instruct 72BAlibaba9.40-0.470.49-
Command-R (Mar '24)Cohere1.70-0.501.50-
GPT-3.5 TurboOpenAI3.20-0.501.50-
Magistral Small 1.2Mistral11.50$3010.501.50155 tok/s
Mistral Large 3Mistral15.90$71.10.501.5052 tok/s
Qwen3 Next 80B A3B InstructAlibaba13.80-0.502.00191 tok/s
Nex-N2-ProNex AGI41.70-0.502.50138 tok/s
Gemini 3 Flash Preview (Non-reasoning)Google27.90-0.503.00193 tok/s
Gemini 3 Flash Preview (Reasoning)Google38.70-0.503.00189 tok/s
Qwen3.6 PlusAlibaba40.50$5260.503.0056 tok/s
Qwen3 Next 80B A3B (Reasoning)Alibaba16.90$4000.506.00199 tok/s
GLM-4.6 (Reasoning)Z AI29.30$3140.552.2051 tok/s
MiniMax M1 80kMiniMax17.90-0.552.20-
Llama 3.1 Instruct 70BMeta6.50-0.560.5656 tok/s
DeepSeek V3.1 (Non-reasoning)DeepSeek21.40-0.561.68-
GLM-4.6 (Non-reasoning)Z AI23.40-0.572.2077 tok/s
Kimi K2Kimi19.70-0.572.3041 tok/s
DeepSeek V3.1 (Reasoning)DeepSeek21.00-0.591.69-
GLM-4.5V (Non-reasoning)Z AI6.80-0.601.80100 tok/s
GLM-4.5V (Reasoning)Z AI9.00-0.601.8085 tok/s
Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)NVIDIA8.90-0.601.8053 tok/s
GLM-4.7 (Non-reasoning)Z AI27.10-0.602.20115 tok/s
GLM-4.7 (Reasoning)Z AI34.50$6070.602.20113 tok/s
Kimi K2 0905Kimi24.00-0.602.5040 tok/s
Kimi K2 ThinkingKimi33.50-0.602.50124 tok/s
Nemotron 3 Ultra 550B A55B (Reasoning)NVIDIA38.30$5340.602.75154 tok/s
Kimi K2.5 (Non-reasoning)Kimi30.10-0.603.0049 tok/s
Kimi K2.5 (Reasoning)Kimi36.00$3040.603.0048 tok/s
Qwen3.5 397B A17B (Non-reasoning)Alibaba32.70-0.603.6095 tok/s
Qwen3.5 397B A17B (Reasoning)Alibaba34.30$5270.603.6097 tok/s
Qwen3.6 27B (Non-reasoning)Alibaba31.30$3590.603.6058 tok/s
Qwen3.6 27B (Reasoning)Alibaba37.70$6670.603.6061 tok/s
Llama 3 Instruct 70BMeta3.10-0.652.75-
Llama 3.3 Instruct 70BMeta9.30-0.660.7287 tok/s
QwQ 32BAlibaba13.40-0.661.00-
Hermes 3 - Llama-3.1 70BNous Research4.80-0.700.7032 tok/s
DeepSeek R1 Distill Llama 70BDeepSeek9.80-0.701.1027 tok/s
Qwen3 235B A22B (Non-reasoning)Alibaba10.80-0.702.8062 tok/s
Qwen3 235B A22B 2507 InstructAlibaba18.40-0.702.8061 tok/s
Qwen3 32B (Non-reasoning)Alibaba8.50-0.702.80107 tok/s
Qwen3 VL 235B A22B InstructAlibaba14.40-0.702.8050 tok/s
Qwen3 VL 32B InstructAlibaba11.00-0.702.8066 tok/s
Qwen3 235B A22B (Reasoning)Alibaba13.50-0.708.4059 tok/s
Qwen3 235B A22B 2507 (Reasoning)Alibaba19.90$6100.708.4065 tok/s
Qwen3 32B (Reasoning)Alibaba11.40-0.708.40104 tok/s
Qwen3 VL 235B A22B (Reasoning)Alibaba20.90-0.708.4055 tok/s
Qwen3 VL 32B (Reasoning)Alibaba18.10-0.708.4090 tok/s
LongCat 2.0LongCat34.00$4420.752.9545 tok/s
Gemini 3.7 Flash (high)GoogleBest value frontier56.00$4850.753.75-
Gemini 3.7 Flash (low)GoogleBest value frontier50.90$1650.753.75-
Gemini 3.7 Flash (medium)GoogleBest value frontier53.40$2780.753.75-
GPT-5.4 mini (medium)OpenAI30.50-0.754.50178 tok/s
GPT-5.4 mini (Non-Reasoning)OpenAI16.80-0.754.50179 tok/s
GPT-5.4 mini (xhigh)OpenAI40.90$10960.754.50192 tok/s
Nova ProAmazon7.50-0.803.20-
Apertus 70B InstructSwiss AI Initiative2.00-0.822.92-
Kimi K2.6Kimi45.10$8410.954.0047 tok/s
Kimi K2.6 (Non-reasoning)Kimi35.40-0.954.0044 tok/s
Kimi K2.7 CodeKimi43.00$5450.954.0039 tok/s
Grok Build 0.1 0616SpaceXAI40.70$3771.002.0073 tok/s
Hermes 4 - Llama-3.1 405B (Non-reasoning)Nous Research8.60-1.003.0029 tok/s
Hermes 4 - Llama-3.1 405B (Reasoning)Nous Research8.80-1.003.0036 tok/s
GLM-5 (Non-reasoning)Z AI33.20-1.003.2040 tok/s
GLM-5 (Reasoning)Z AI40.60-1.003.2042 tok/s
Inkling (xhigh)Thinking Machines42.30$6981.004.0580 tok/s
Claude 4.5 Haiku (Non-reasoning)Anthropic24.10-1.005.0091 tok/s
Claude 4.5 Haiku (Reasoning)Anthropic29.90$4711.005.0094 tok/s
o3-miniOpenAI19.20-1.104.40219 tok/s
o3-mini (high)OpenAI15.70-1.104.40233 tok/s
o4-mini (high)OpenAI26.10-1.104.40158 tok/s
Llama 3.1 Nemotron Instruct 70BNVIDIA7.40-1.201.20181 tok/s
Qwen3 MaxAlibaba24.50-1.206.0061 tok/s
Qwen3 Max (Preview)Alibaba19.40-1.206.0061 tok/s
Qwen3 Max Thinking (Preview)Alibaba25.50-1.206.0061 tok/s
Cogito v2.1 (Reasoning)Deep Cogito--1.251.25-
Grok 4.20 0309 v2 (Non-reasoning)SpaceXAI22.20-1.252.5088 tok/s
Grok 4.20 0309 v2 (Reasoning)SpaceXAI38.00-1.252.50103 tok/s
Grok 4.3 (high)SpaceXAI37.90$2881.252.50133 tok/s
Grok 4.3 (low)SpaceXAI36.30-1.252.50112 tok/s
Grok 4.3 (medium)SpaceXAI36.90-1.252.50126 tok/s
Grok 4.3 (Non-reasoning)SpaceXAI25.00$2011.252.50108 tok/s
Muse Spark 1.1 (xhigh)Meta53.20$5471.254.25245 tok/s
Muse Spark 1.2 (xhigh)MetaBest value frontier56.80$6391.254.25-
Gemini 2.5 ProGoogle25.90$6111.2510.00138 tok/s
Gemini 2.5 Pro Preview (May' 25)Google22.70-1.2510.00-
GPT-5 (high)OpenAI35.30$7891.2510.0085 tok/s
GPT-5 (low)OpenAI31.90-1.2510.0065 tok/s
GPT-5 (medium)OpenAI34.60-1.2510.0079 tok/s
GPT-5 (minimal)OpenAI17.30-1.2510.0089 tok/s
GPT-5 Codex (high)OpenAI37.00-1.2510.00-
GPT-5.1 (high)OpenAI37.50$7821.2510.00115 tok/s
GPT-5.1 (Non-reasoning)OpenAI20.70-1.2510.00112 tok/s
GPT-5.1 Codex (high)OpenAI35.60-1.2510.00-
Nova 2.0 Pro Preview (low)Amazon19.80-1.2510.00117 tok/s
Nova 2.0 Pro Preview (medium)Amazon22.10-1.2510.00119 tok/s
Nova 2.0 Pro Preview (Non-reasoning)Amazon14.40-1.2510.00111 tok/s
Qwen3.6 Max PreviewAlibaba41.10-1.307.8067 tok/s
DeepSeek V4 Pro 0813 (Reasoning, Max Effort)DeepSeek53.20$6051.323.9685 tok/s
DeepSeek R1 0528 (May '25)DeepSeek20.40-1.354.20-
GLM-5.1 (Non-reasoning)Z AI36.30-1.384.4074 tok/s
GLM-5.1 (Reasoning)Z AI41.00$6761.384.4081 tok/s
GLM-5.2 (max)Z AI52.60$7351.404.40139 tok/s
GLM-5.2 (Non-reasoning)Z AI34.80-1.404.40140 tok/s
Gemini 3.6 Flash (high)Google51.60$7271.507.50235 tok/s
Mistral MediumMistral3.20-1.507.50142 tok/s
Mistral Medium 3.5Mistral30.40$8831.507.50151 tok/s
Qwen3 Coder 480B A35B InstructAlibaba18.20-1.507.5073 tok/s
Gemini 3.5 Flash (high)Google52.00$10421.509.00183 tok/s
Gemini 3.5 Flash (medium)Google46.70-1.509.00186 tok/s
Gemini 3.5 Flash (minimal)Google35.80-1.509.00168 tok/s
DeepSeek V3.1 Terminus (Reasoning)DeepSeek31.10-1.642.75-
DeepSeek R1 (Jan '25)DeepSeek18.60$4031.684.70-
GPT-5.2 (medium)OpenAI38.90-1.7514.00-
GPT-5.2 (Non-reasoning)OpenAI26.50-1.7514.0074 tok/s
GPT-5.2 (xhigh)OpenAI43.30-1.7514.0086 tok/s
GPT-5.2 Codex (xhigh)OpenAI41.20-1.7514.00-
GPT-5.3 Codex (xhigh)OpenAI45.50-1.7514.00142 tok/s
Magistral Medium 1.2Mistral18.00$9202.005.00138 tok/s
Grok 4.20 0309 (Non-reasoning)SpaceXAI22.90-2.006.00-
Grok 4.20 0309 (Reasoning)SpaceXAI37.40-2.006.00-
Grok 4.5 (high)SpaceXAI55.80$5792.006.0066 tok/s
Grok 4.6 (high)SpaceXAIBest value frontier60.90$10682.006.0058 tok/s
Mistral Large 2 (Jul '24)Mistral7.00-2.006.00-
Qwen3.8 2.4T A95BAlibaba57.70$16722.006.0048 tok/s
Qwen3.8 MaxAlibaba58.10$17412.006.0047 tok/s
GPT-4.1OpenAI19.60-2.008.00142 tok/s
Jamba 1.5 LargeAI21 Labs4.80-2.008.00-
o3OpenAI31.10-2.008.00135 tok/s
Claude Sonnet 5 (Adaptive Reasoning, High Effort)Anthropic--2.0010.0064 tok/s
Claude Sonnet 5 (Adaptive Reasoning, Low Effort)Anthropic--2.0010.0065 tok/s
Claude Sonnet 5 (Adaptive Reasoning, Max Effort)Anthropic55.30$40112.0010.0074 tok/s
Claude Sonnet 5 (Adaptive Reasoning, Medium Effort)Anthropic--2.0010.0063 tok/s
Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)Anthropic--2.0010.0078 tok/s
Claude Sonnet 5 (Non-reasoning, High Effort)Anthropic42.60$4162.0010.0066 tok/s
Gemini 3 Pro Preview (high)Google40.60-2.0012.00-
Gemini 3 Pro Preview (low)Google33.90-2.0012.00-
Gemini 3.1 Pro PreviewGoogle47.70$8122.0012.00116 tok/s
GPT-5.6 Terra (high)OpenAI50.10$3952.0012.00119 tok/s
GPT-5.6 Terra (low)OpenAI41.30$1302.0012.00109 tok/s
GPT-5.6 Terra (max)OpenAI56.60$13902.0012.00123 tok/s
GPT-5.6 Terra (medium)OpenAI46.80$1922.0012.00106 tok/s
GPT-5.6 Terra (Non-reasoning)OpenAI34.60$98.52.0012.00118 tok/s
GPT-5.6 Terra (xhigh)OpenAI52.80$5902.0012.00122 tok/s
Qwen3.7 MaxAlibaba46.70$10642.507.50212 tok/s
Command ACohere7.50-2.5010.0058 tok/s
GPT-4o (Aug '24)OpenAI9.40-2.5010.00116 tok/s
GPT-4o (Nov '24)OpenAI11.10-2.5010.00135 tok/s
Nova PremierAmazon12.70-2.5012.5034 tok/s
GPT-5.4 (low)OpenAI40.20-2.5015.00106 tok/s
GPT-5.4 (Non-reasoning)OpenAI28.30-2.5015.00103 tok/s
GPT-5.4 (xhigh)OpenAI53.10$21832.5015.00139 tok/s
Claude 3.5 Sonnet (June '24)Anthropic8.10-3.0015.00-
Claude 3.5 Sonnet (Oct '24)Anthropic9.80-3.0015.00-
Claude 3.7 Sonnet (Non-reasoning)Anthropic23.90-3.0015.00-
Claude 4 Sonnet (Non-reasoning)Anthropic26.00-3.0015.00-
Claude 4 Sonnet (Reasoning)Anthropic29.80-3.0015.00-
Claude 4.5 Sonnet (Non-reasoning)Anthropic29.90-3.0015.0042 tok/s
Claude 4.5 Sonnet (Reasoning)Anthropic37.40$10373.0015.0041 tok/s
Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)Anthropic48.40$33553.0015.0057 tok/s
Claude Sonnet 4.6 (Non-reasoning, High Effort)Anthropic36.80-3.0015.0044 tok/s
Claude Sonnet 4.6 (Non-reasoning, Low Effort)Anthropic35.10-3.0015.0044 tok/s
Command-R+ (Apr '24)Cohere2.60-3.0015.00-
Grok 4SpaceXAI34.10-3.0015.00-
Kimi K3 (low)Kimi48.30$2833.0015.0039 tok/s
Kimi K3 (max)Kimi59.70$24253.0015.0039 tok/s
Mistral Large (Feb '24)Mistral4.10-4.0012.00-
Grok 3SpaceXAI18.60-4.0020.00-
GPT-4o (May '24)OpenAI8.40-5.0015.00106 tok/s
Claude Opus 4.5 (Non-reasoning)Anthropic35.60-5.0025.0047 tok/s
Claude Opus 4.5 (Reasoning)Anthropic41.90-5.0025.0048 tok/s
Claude Opus 4.6 (Adaptive Reasoning, Max Effort)Anthropic44.90-5.0025.0042 tok/s
Claude Opus 4.6 (Non-reasoning, High Effort)Anthropic38.80-5.0025.0040 tok/s
Claude Opus 4.7 (Adaptive Reasoning, Max Effort)Anthropic55.00$37435.0025.0052 tok/s
Claude Opus 4.7 (Non-reasoning, High Effort)Anthropic43.90-5.0025.0047 tok/s
Claude Opus 4.8 (Adaptive Reasoning, Max Effort)Anthropic57.30$37525.0025.0060 tok/s
Claude Opus 5 (Adaptive Reasoning, High Effort)AnthropicBest value frontier61.50$19745.0025.0058 tok/s
Claude Opus 5 (Adaptive Reasoning, Low Effort)Anthropic52.50$5555.0025.0055 tok/s
Claude Opus 5 (Adaptive Reasoning, Max Effort)AnthropicBest value frontier63.10$38365.0025.0053 tok/s
Claude Opus 5 (Adaptive Reasoning, Medium Effort)Anthropic58.60$11165.0025.0055 tok/s
Claude Opus 5 (Adaptive Reasoning, Xhigh Effort)AnthropicBest value frontier62.50$29095.0025.0054 tok/s
GPT-5.5 (high)OpenAI54.70$17215.0030.0086 tok/s
GPT-5.5 (low)OpenAI44.50$3745.0030.0081 tok/s
GPT-5.5 (medium)OpenAI51.40$9395.0030.0086 tok/s
GPT-5.5 (Non-reasoning)OpenAI35.80$2125.0030.0077 tok/s
GPT-5.5 (xhigh)OpenAI56.30$27785.0030.0090 tok/s
GPT-5.5 Instant (June 2026)OpenAI29.20$4235.0030.00144 tok/s
GPT-5.5 Instant (May 2026)OpenAI34.30-5.0030.00-
GPT-5.6 Sol (high)OpenAIBest value frontier57.30$9555.0030.0070 tok/s
GPT-5.6 Sol (low)OpenAI50.70$3445.0030.0061 tok/s
GPT-5.6 Sol (max)OpenAI60.90$28235.0030.0071 tok/s
GPT-5.6 Sol (medium)OpenAI55.60$5805.0030.0067 tok/s
GPT-5.6 Sol (Non-reasoning)OpenAI41.90$2405.0030.0064 tok/s
GPT-5.6 Sol (xhigh)OpenAI59.00$15255.0030.0070 tok/s
GPT-4 TurboOpenAI7.70-10.0030.0032 tok/s
Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)Anthropic62.10$545510.0050.0069 tok/s
o1OpenAI23.90-15.0060.00-
Claude 3 OpusAnthropic11.80-15.0075.00-
Claude 4 Opus (Non-reasoning)Anthropic26.00-15.0075.00-
Claude 4 Opus (Reasoning)Anthropic31.70-15.0075.00-
Claude 4.1 Opus (Non-reasoning)Anthropic28.80-15.0075.00-
Claude 4.1 Opus (Reasoning)Anthropic34.50-15.0075.00-
o1-previewOpenAI17.20-16.5066.00-
o3-proOpenAI33.30-20.0080.00-
GPT-4OpenAI6.80-30.0060.00-
GPT-5.4 Pro (xhigh)OpenAI--30.00180-
o1-proOpenAI19.10-150600-

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.