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Token Tracker

Track and report token usage and cost for conversations. Use when: (1) User asks about token consumption (e.g. "token用了多少", "花了多少钱", "how much did this cost"...

person作者: zty-fhubclawhub

Token Tracker

Author: zruler
Blog: https://www.zruler.fun/
Email: zruler@163.com
Feedback: 有问题请及时反馈!Issues and suggestions welcome.

Report token usage and estimated cost for the current conversation.

When to Trigger

  1. User asks — "token用了多少"、"花了多少钱"、"cost"、"usage" 等
  2. Long conversation ends — 复杂任务完成后主动报告
  3. User requests summary — 明确要求看用量统计

Quick Usage

Call session_status to get current session metrics, then format a user-friendly summary.

Response Format

After getting session_status, report in this format:

📊 本次对话用量

🧮 Tokens: {input} 入 / {output} 出
💵 费用: ${cost}
🗄️ 缓存: {cache_percent}% 命中 ({cached} 缓存 / {new} 新)
📚 上下文: {used}/{max} ({percent}%)

Model Pricing Reference (USD per 1M tokens)

| Model | Input | Output | Cached Input | |-------|-------|--------|--------------| | claude-sonnet-4-20250514 | $3 | $15 | $0.30 | | claude-opus-4-20250514 | $15 | $75 | $1.50 | | gpt-4o | $2.50 | $10 | $1.25 | | gpt-4o-mini | $0.15 | $0.60 | $0.075 | | o1 | $15 | $60 | $7.50 | | o3-mini | $1.10 | $4.40 | $0.55 | | gemini-2.0-flash | $0.10 | $0.40 | $0.025 | | gemini-2.5-pro | $1.25-$2.50 | $10-$15 | - | | deepseek-chat | $0.27 | $1.10 | $0.07 | | deepseek-reasoner | $0.55 | $2.19 | $0.14 |

Note: Actual cost from session_status is authoritative. This table is for reference only.

Usage Tips

  • For long conversations, suggest compaction if context > 80%
  • Note cache hit rate — high cache = lower actual cost
  • If user asks for historical usage, explain this tracks current session only