统计规则
统计口径
- 榜单默认口径「含缓存」= 输入 + 输出 + 缓存读 + 缓存写。
- 「不含缓存」= 输入 + 输出(即 normalized,与官方榜一致)。
- 「预估费用」按下方价目表折算成 USD 后排序。
- 同一台设备以最近一次上报为准,重复上报不会累加;多台设备自动累加。
- 数据来自本机各 AI 编码工具的使用日志,只统计 token 数,不上传任何代码或对话内容。
模型定价表
成本 = 输入×输入价 + 输出×输出价 + 缓存读×缓存读价 + 缓存写×缓存写价, 单位 USD / 1M tokens。与官方榜同一套价目(快照 2026-07-10),仅供参考。
| 模型 | 输入 | 输出 | 缓存读 | 缓存写 |
|---|---|---|---|---|
| gpt-5.6-sol | $5 | $30 | $0.5 | $6.25 |
| gpt-5.6-terra | $2.5 | $15 | $0.25 | $3.125 |
| gpt-5.6-luna | $1 | $6 | $0.1 | $1.25 |
| gpt-5.5 | $5 | $30 | $0.5 | $5 |
| gpt-5.4 | $2.5 | $15 | $0.25 | $2.5 |
| gpt-5-mini | $0.25 | $2 | $0.025 | $0.25 |
| claude-opus-4-8 | $5 | $25 | $0.5 | $6.25 |
| claude-fable-5 | $10 | $50 | $1 | $12.5 |
| claude-sonnet-5 | $2 | $10 | $0.2 | $2.5 |
| claude-sonnet-4-6 | $3 | $15 | $0.3 | $3.75 |
| claude-haiku-4-5 | $1 | $5 | $0.1 | $1.25 |
| gemini-3.1-pro-preview | $2 | $12 | $0.2 | $2 |
| glm-5.2 | $1.4 | $4.4 | $0.26 | $1.4 |
| glm-5.1 | $1.05 | $3.5 | $0.525 | $0 |
| deepseek-v4-pro | $0.435 | $0.87 | $0.003625 | $0 |
| deepseek-v4-flash | $0.14 | $0.28 | $0.0028 | $0 |
| deepseek-chat | $0.28 | $0.42 | $0.028 | $0.28 |
| minimax-m3 | $0.3 | $1.2 | $0.06 | $0.3 |
| kimi-k3 | $3 | $15 | $0.3 | $3 |
| kimi-k2.7-code | $0.95 | $4 | $0.19 | $0.95 |
| kimi-k2.6 | $0.95 | $4 | $0.16 | $0.95 |
| mimo-v2.5-pro | $1 | $3 | $0.2 | $0 |
| mimo-v2.5 | $0.4 | $2 | $0.08 | $0.4 |
| grok-4-fast-reasoning | $0.2 | $0.5 | $0.2 | $0.2 |
| claude-opus-5 | $5 | $25 | $0.5 | $6.25 |
| gpt-5.6 | $5 | $30 | $0.5 | $6.25 |
家族兜底口径
价目表匹配不到精确单价的模型变体,按所属家族的代表价估算; 都匹配不到时用默认兜底($0.5 / $2 / $0.075 / $0.5)。
| 家族 | 输入 | 输出 | 缓存读 | 缓存写 |
|---|---|---|---|---|
| Claude Opus 家族 | $5 | $25 | $0.5 | $6.25 |
| Claude Fable 家族 | $10 | $50 | $1 | $12.5 |
| Claude Haiku 家族 | $1 | $5 | $0.1 | $1.25 |
| Claude 家族 | $3 | $15 | $0.3 | $3.75 |
| GPT 家族 | $2.5 | $15 | $0.25 | $2.5 |
| Gemini 家族 | $2 | $12 | $0.2 | $2 |
| Kimi K3 家族 | $3 | $15 | $0.3 | $3 |
| Kimi 家族 | $0.95 | $4 | $0.16 | $0.95 |
| DeepSeek 家族 | $0.28 | $0.42 | $0.028 | $0.28 |
| Grok 家族 | $0.2 | $0.5 | $0.2 | $0.2 |
| GLM 兜底 | $0.6 | $2.2 | $0.09 | $0.6 |
| 豆包 / 方舟兜底 | $0.11 | $0.28 | $0.0165 | $0.11 |
| MiniMax 兜底 | $0.3 | $1.2 | $0.045 | $0.3 |
| 混元兜底 | $0.15 | $0.4 | $0.0225 | $0.15 |
| 通义千问兜底 | $0.4 | $1.2 | $0.06 | $0.4 |
| 阶跃兜底 | $0.5 | $2 | $0.075 | $0.5 |
| MiMo 变体兜底 | $0.4 | $2 | $0.06 | $0.4 |