Model efficiency / 6-hour refresh
Quality per dollar
Intelligence points per weighted inference dollar at public API prices.
MODEL ECONOMICS
Quality per dollar
| # | Model | Points / $ | Input / 1M | Output / 1M | Context |
|---|---|---|---|---|---|
| 01 | DeepseekDeepSeek V4 Flash 0731 | 228.10 | $0.07 | $0.18 | 1.3M |
| 02 | DeepseekDeepSeek V4 Flash 0423 | 159.94 | $0.09 | $0.18 | 1.0M |
| 03 | Z AiGLM 5.3 Flash | 101.58 | $0.15 | $0.50 | 1.3M |
| 04 | XiaomiMiMo-V2.5 | 91.02 | $0.14 | $0.28 | 1.1M |
| 05 | OpenAIgpt-oss-120b | 89.95 | $0.04 | $0.17 | 131K |
| 06 | OpenAIgpt-oss-20b | 85.71 | $0.03 | $0.13 | 131K |
| 07 | NvidiaNemotron 3.5 Lightning | 80.00 | $0.08 | $0.20 | 262K |
| 08 | GoogleGemma 4 31B | 55.50 | $0.09 | $0.34 | 262K |
| 09 | NvidiaNemotron 3 Nano 30B A3B | 54.77 | $0.05 | $0.20 | 262K |
| 10 | TencentHy3 preview | 52.12 | $0.18 | $0.60 | 262K |
| 11 | MistralMinistral 3 3B 2512 | 48.00 | $0.10 | $0.10 | 131K |
| 12 | NvidiaNemotron 3 Super | 42.33 | $0.08 | $0.40 | 262K |
| 13 | OpenAIGPT-5.6 Luna | 39.47 | $0.20 | $1.20 | 1.1M |
| 14 | MistralMinistral 3 8B 2512 | 36.67 | $0.15 | $0.15 | 262K |
| 15 | XiaomiMiMo-V2.5-Pro | 34.68 | $0.43 | $0.87 | 1.1M |
| 16 | QwenQwen3 32B | 31.30 | $0.08 | $0.28 | 131K |
| 17 | GoogleGemma 3 12B | 30.40 | $0.05 | $0.15 | 131K |
| 18 | MinimaxMiniMax M3 | 30.36 | $0.30 | $1.20 | 1.0M |
| 19 | MistralMinistral 3 14B 2512 | 30.00 | $0.20 | $0.20 | 262K |
| 20 | MetaLlama 4 Scout | 26.00 | $0.10 | $0.30 | 1.3M |
| 21 | ThinkingmachinesInkling Small | 25.78 | $0.45 | $1.20 | 1.0M |
| 22 | QwenQwen3.7 Plus | 24.81 | $0.32 | $1.28 | 1M |
| 23 | MinimaxMiniMax M2.7 | 23.79 | $0.30 | $1.20 | 205K |
| 24 | MistralMistral Small 4 | 23.59 | $0.15 | $0.60 | 262K |
| 25 | OpenAIGPT-5.4 Nano | 21.47 | $0.20 | $1.25 | 400K |
| 26 | MeituanLongCat 2.0 | 20.21 | $0.30 | $1.20 | 1.0M |
| 27 | DeepseekDeepSeek V3.1 Terminus | 18.84 | $0.27 | $1.00 | 164K |
| 28 | DeepseekDeepSeek V4 Pro 0423 | 18.48 | $0.96 | $1.91 | 1.0M |
| 29 | InceptionMercury 2 | 18.40 | $0.25 | $0.75 | 128K |
| 30 | Arcee AiTrinity Large Thinking | 16.45 | $0.25 | $0.80 | 262K |
| 31 | MetaLlama 4 Maverick | 16.26 | $0.20 | $0.70 | 1.0M |
| 32 | QwenQwen3 Coder Next | 16.03 | $0.12 | $0.80 | 262K |
| 33 | UpstageSolar Pro 3 | 16.00 | $0.15 | $0.60 | 131K |
| 34 | QwenQwen3.8 27B | 14.39 | $0.42 | $3.00 | 1M |
| 35 | QwenQwen3 8B | 14.04 | $0.12 | $0.45 | 131K |
| 36 | QwenQwen3.6 27B | 13.90 | $0.30 | $2.00 | 262K |
| 37 | DeepseekDeepSeek V4 Pro 0813 | 13.84 | $1.05 | $3.15 | 1.0M |
| 38 | GoogleGemini 3.8 Flash | 13.73 | $0.75 | $3.75 | 1.0M |
| 39 | GoogleGemma 3 27B | 13.71 | $0.08 | $0.45 | 131K |
| 40 | GoogleGemini 3.1 Flash Lite Preview | 13.47 | $0.25 | $1.50 | 1.0M |
| 41 | GoogleGemini 3.7 Flash | 13.13 | $0.75 | $3.75 | 1.0M |
| 42 | Z AiGLM 5.3 | 12.30 | $1.40 | $4.40 | 1.3M |
| 43 | GoogleGemini 3.5 Flash Lite | 11.64 | $0.30 | $2.50 | 1.0M |
| 44 | xAIGrok 4.3 | 11.61 | $1.25 | $2.50 | 1M |
| 45 | GoogleGemini 3.6 Flash | 11.43 | $0.75 | $3.75 | 1.0M |
| 46 | MetaMuse Spark 1.2 | 11.37 | $1.25 | $4.25 | 1.0M |
| 47 | OpenAIGPT-5 Mini | 11.14 | $0.25 | $2.00 | 400K |
| 48 | Z AiGLM 5.1 | 10.48 | $0.97 | $3.04 | 205K |
| 49 | DeepseekDeepSeek V3 0324 | 10.46 | $0.29 | $1.14 | 164K |
| 50 | QwenQwen3.5-122B-A10B | 9.97 | $0.26 | $2.08 | 262K |
| 51 | MetaMuse Spark 1.1 | 9.80 | $1.25 | $4.25 | 1.0M |
| 52 | Moonshot AIKimi K2.7 Code | 9.38 | $0.71 | $3.50 | 262K |
| 53 | NvidiaNemotron 3 Ultra | 9.36 | $0.63 | $3.13 | 262K |
| 54 | xAIGrok 4.6 | 8.88 | $2.00 | $6.00 | 500K |
| 55 | QwenQwen3 14B | 8.66 | $0.23 | $0.91 | 131K |
| 56 | QwenQwen3.7 Max | 8.11 | $1.48 | $4.42 | 1M |
| 57 | QwenQwen3.8 Max (0902) | 8.06 | $2.00 | $6.00 | 1M |
| 58 | QwenQwen3.8 2.4T A95B | 8.00 | $2.00 | $6.00 | 1.0M |
| 59 | xAIGrok 4.5 | 7.82 | $2.00 | $6.00 | 500K |
| 60 | MistralMistral Large 3 2512 | 7.76 | $0.50 | $1.50 | 262K |
| 61 | ThinkingmachinesInkling | 7.76 | $1.00 | $4.05 | 1.0M |
| 62 | QwenQwen3 235B A22B Thinking 2507 | 7.12 | $0.23 | $2.30 | 131K |
| 63 | QwenQwen3.5 397B A17B | 6.91 | $0.55 | $3.50 | 262K |
| 64 | OpenAIGPT-5.4 Mini | 6.91 | $0.75 | $4.50 | 400K |
| 65 | OpenAIGPT-5.6 Sol | 5.89 | $2.00 | $10 | 1.1M |
| 66 | MistralDevstral 2 2512 | 5.88 | $0.40 | $2.00 | 262K |
| 67 | DeepseekR1 | 5.56 | $0.70 | $2.50 | 64K |
| 68 | QwenQwen3 30B A3B Thinking 2507 | 5.30 | $0.20 | $2.40 | 82K |
| 69 | AnthropicClaude Sonnet 5 | 4.80 | $2.00 | $10 | 1M |
| 70 | GoogleGemini 3.5 Flash | 4.63 | $1.50 | $9.00 | 1.0M |
| 71 | OpenAIGPT-5.6 Terra | 4.45 | $2.00 | $12 | 1.1M |
| 72 | AnthropicClaude Haiku 4.5 | 4.40 | $1.00 | $5.00 | 200K |
| 73 | Moonshot AIKimi K3 | 3.65 | $3.00 | $15 | 1.0M |
| 74 | GoogleGemini 3.1 Pro Preview | 3.20 | $2.00 | $12 | 1.0M |
| 75 | OpenAIo3 Mini High | 3.08 | $1.10 | $4.40 | 200K |
| 76 | AnthropicClaude Sonnet 4.6 | 2.54 | $3.00 | $15 | 1M |
| 77 | AnthropicClaude Opus 5 | 2.54 | $5.00 | $25 | 1M |
| 78 | MistralMistral Medium 3.5 | 2.48 | $1.50 | $7.50 | 262K |
| 79 | GoogleGemini 2.5 Pro | 2.14 | $1.25 | $10 | 1.0M |
| 80 | AnthropicClaude Opus 4.8 | 2.10 | $5.00 | $25 | 1M |
| 81 | AnthropicClaude Sonnet 4.5 | 1.77 | $3.00 | $15 | 1M |
| 82 | CohereCommand A | 1.71 | $2.50 | $10 | 256K |
| 83 | OpenAIGPT-5.5 | 1.63 | $5.00 | $30 | 1.1M |
| 84 | AnthropicClaude Fable 5.1 | 1.33 | $10 | $50 | 1M |
| 85 | OpenAIGPT-6 Astra | 1.32 | $10 | $50 | 1.1M |
| 86 | AnthropicClaude Fable 5 | 1.24 | $10 | $50 | 1M |