AI 模型
77 个模型的跑分快照、编程 Agent 实测和订阅性价比。分数来自各列标注的榜单，价格来自 real-api-pricing。
模型工具
| 模型 | 开发方 | AA 智能指数 | AA 编程 Agent 指数 | 雷达 IQ（Codex） | 最低真实单价 / 百万 token |
|---|---|---|---|---|---|
| Claude Opus 5.5 | Anthropic | 57.6 | 66.0 | — | $0.0055 |
| Claude Sonnet 5.5 | Anthropic | 56.0 | 68.4 | — | $0.0027 |
| Claude Fable 5.1 | Anthropic | 53.4 | 62.2 | — | $0.116 |
| GPT-6 Astra | OpenAI | 52.7 | 61.6 | 110.4 | $0.052 |
| GPT-6.1 Sol | OpenAI | 51.8 | 62.9 | — | $0.023 |
| Claude Opus 5 | Anthropic | 50.8 | 59.7 | 112.5 | $0.0077 |
| Claude Fable 5 | Anthropic | 49.6 | — | — | $0.108 |
| Muse Spark 1.3 | Muse | 48.1 | 54.3 | — | $0.099 |
| GPT-6 Sol | OpenAI | 47.5 | 56.7 | 98.7 | $0.018 |
| GPT 5.6 Sol | OpenAI | 47.0 | 54.6 | 108.5 | $0.032 |
| Grok 4.7 | SpaceXAI | 46.4 | 56.3 | 108.3 | $0.040 |
| MiMo V2.6 Pro | Xiaomi | 46.3 | — | — | $0.0094 |
| Qwen3.8 Max 0902 | Alibaba | 45.4 | — | — | $0.161 |
| GLM 5.3 (v3) | Zhipu | 44.8 | 53.6 | 96.7 | $0.0089 |
| Grok 4.6 | SpaceXAI | 44.3 | 47.0 | 107.1 | $0.026 |
| Step 5 Preview | StepFun | 43.7 | — | — | $0.0036 |
| Kimi K3 (v1) | Kimi | 43.6 | 51.9 | — | $0.023 |
| GPT 5.6 Terra | OpenAI | 42.1 | — | 100.9 | $0.0080 |
| GLM 5.3 Flash (v3) | Zhipu | 41.8 | — | 95.9 | $0.0029 |
| Claude Opus 4.8 | Anthropic | 41.8 | — | — | $0.0077 |
| Gemini 3.8 Flash | 40.9 | 41.9 | 92.1 | $0.0039 | |
| Qwen3.8 Max | Alibaba | 40.2 | 43.3 | — | $0.040 |
| Gemini 3.7 Flash | 39.6 | — | 94.0 | $0.015 | |
| Muse Spark 1.2 | Muse | 39.6 | — | — | $0.099 |
| DeepSeek V4.1 Flash | DeepSeek | 39.5 | — | 89.4 | $0.0016 |
| Grok 4.5 | SpaceXAI | 38.8 | — | — | $0.026 |
| GPT 5.5 | OpenAI | 38.4 | — | 96.9 | $0.020 |
| Claude Sonnet 5 | Anthropic | 38.2 | — | 150.0 | $0.0031 |
| MiMo V2.6 Flash | Xiaomi | 37.9 | — | — | $0.0013 |
| GPT 5.6 Luna | OpenAI | 37.3 | 43.2 | 102.2 | $0.0014 |
| GPT-6 Luna | OpenAI | 37.3 | 41.1 | 80.0 | $0.0020 |
| DeepSeek V4 Pro | DeepSeek | 36.0 | 43.1 | — | $0.016 |
| DeepSeek V4 Flash Vision Exp | DeepSeek | 34.8 | — | — | $0.0048 |
| DeepSeek V4 Flash | DeepSeek | 34.3 | 38.7 | 85.7 | $0.0016 |
| Gemini 3.6 Flash | 34.0 | — | — | $0.0080 | |
| GLM 5.2 | Zhipu | 33.7 | — | — | $0.028 |
| Qwen3.8 27B | Alibaba | 33.7 | — | — | $0.0091 |
| Gemini 3.1 Pro | 29.7 | — | — | — | |
| Qwen3.7 Max | Alibaba | 29.5 | — | — | $0.177 |
| MiniMax M3 | MiniMax | 29.2 | — | — | $0.0059 |
| Qwen3.6 Max Preview | Alibaba | 28.4 | — | — | $0.162 |
| GLM 5 | Zhipu | 27.9 | — | — | $0.118 |
| Qwen3.6 Plus | Alibaba | 27.0 | — | — | $0.038 |
| Kimi K2.6 | Kimi | 27.0 | — | — | $0.033 |
| GLM 5.1 | Zhipu | 26.1 | — | — | $0.078 |
| MiMo V2.5 Pro | Xiaomi | 26.0 | — | — | $0.0094 |
| Kimi K2.7 Code (v1) | Kimi | 25.8 | — | — | $0.021 |
| Inkling Small | other | 25.7 | — | — | $0.058 |
| Hy3 | Tencent | 25.3 | — | — | $0.0058 |
| MiMo V2.5 | Xiaomi | 25.2 | — | — | $0.0013 |
| Qwen3.7 Plus | Alibaba | 25.2 | — | — | $0.0095 |
| Inkling | other | 25.0 | — | — | $0.020 |
| Kimi K2.5 | Kimi | 23.5 | — | — | $0.063 |
| Nemotron 3 Ultra | other | 22.9 | — | — | $0.012 |
| MiniMax M2.5 | MiniMax | 22.8 | — | — | $0.021 |
| MiniMax M2.7 | MiniMax | 22.8 | — | — | $0.012 |
| Step 3.7 Flash | StepFun | 19.5 | — | — | $0.0012 |
| LongCat 2.0 | Meituan | 19.1 | — | — | $0.0032 |
| Step 3.5 Flash | StepFun | 17.0 | — | — | $0.0006 |
| Mistral Medium 3.5 | Mistral | 14.2 | — | — | $0.030 |
| Qwen3.8 Flash | Alibaba | — | — | — | $0.0072 |
| Claude Haiku 5.5 | Anthropic | — | — | — | $0.0003 |
| Claude Opus 5 5 | Anthropic | — | — | 150.0 | — |
| SWE-2 | Cognition | — | — | — | — |
| Composer 2.5 | Cursor | — | — | — | $0.010 |
| Kimi K2.8 Preview | Kimi | — | — | 150.0 | — |
| MiniMax M3.1 Flash Preview | MiniMax | — | — | — | $0.0030 |
| Muse Spark 1.2 Contributor | Muse | — | — | — | $0.0009 |
| Muse Spark 1.3 Contributor | Muse | — | — | — | $0.0009 |
| Dsh Deepseek V4 Flash | Other | — | — | 80.2 | — |
| Dsh Deepseek V4 Flash Vision Exp | Other | — | — | 97.8 | — |
| Dsh Deepseek V4.1 Flash | Other | — | — | 101.2 | — |
| K3 | Other | — | — | 100.8 | — |
| Hy4 Preview | Tencent | — | — | 99.5 | $0.025 |
| MiMo V2.6 Pro UltraSpeed | Xiaomi | — | — | — | $0.187 |
| GLM 5.2 Fast | Zhipu | — | — | — | $0.042 |
| GLM 5.3 FlashX | Zhipu | — | — | — | $0.044 |