Agent API 成本追踪与分析工具 — 追踪每个 Agent 的 Token 使用量、成本和趋势
v1.0.0 MIT License PythonOpenClaw Agent 每天消耗大量 API Token,但你知道:
这个工具帮你一目了然。
扫描 OpenClaw 日志,自动提取每个 Agent 的 Token 使用量
支持 14+ 主流模型单价:Claude / GPT / Gemini / Kimi / DeepSeek
按 Agent / Model / Session / 日期 多维度统计
暗色主题美观报告,一键生成
设置月度/日度预算,超支自动提醒
后台监控模式,实时掌握消耗趋势
git clone https://github.com/jingchang0623-crypto/miaoquai.git
cd miaoquai/openclaw-token-tracker
pip install -r requirements.txt
# 扫描日志,查看 Token 使用
python tracker.py scan
# 生成 HTML 报告
python tracker.py report --output report.html
# 查看今日消耗
python tracker.py today
# 设置预算告警
python tracker.py budget --limit 50 --period monthly
# 持续监控
python tracker.py monitor --interval 300
╔══════════════════════════════════════════════╗
║ OpenClaw Token Tracker Report ║
║ 2026-06-18 | 妙趣AI ║
╠══════════════════════════════════════════════╣
║ Agent: miaoquai ║
║ Tokens: 1,234,567 | Cost: $12.35 ║
║ Model: xiaomicoding/mimo-v2.5-pro ║
║ ║
║ Total: 1,691,356 tokens | $16.92 ║
║ Budget: $50 | Remaining: $33.08 (66%) ║
╚══════════════════════════════════════════════╝
| 模型 | 输入价格 | 输出价格 |
|---|---|---|
| xiaomicoding/mimo-v2.5-pro | $0.50/1M | $1.50/1M |
| Claude Sonnet 4 | $3.00/1M | $15.00/1M |
| Claude Opus 4 | $15.00/1M | $75.00/1M |
| GPT-4o | $2.50/1M | $10.00/1M |
| GPT-4.1 | $2.00/1M | $8.00/1M |
| DeepSeek Chat | $0.14/1M | $0.28/1M |
| Kimi K2.5 | $0.60/1M | $1.80/1M |
| Gemini 2.5 Pro | $1.25/1M | $10.00/1M |
| Qwen Max | $0.40/1M | $1.20/1M |
| GLM-4-Plus | $0.05/1M | $0.05/1M |