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Track Clawdbot AI model usage and estimate costs.
Passed 20 of 22 test cases with the skill, and 5 of 22 without it.
and 19 more in the full report
16 fixed5 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
The instructions your model reads when the skill loads.
Track token usage and estimate API costs across all Clawdbot sessions.
# Use sessions_list to get token data
sessions_list --limit 20 --messageLimit 0
Extract totalTokens and model from each session.
Model pricing (USD per million tokens):
| Model | Input | Output | Avg Ratio |
|---|---|---|---|
| claude-opus-4-5 | $15 | $75 | 30/70 |
| claude-sonnet-4 | $3 | $15 | 30/70 |
| codex-mini-latest | $1 | $5 | 30/70 |
| gpt-4o | $2.5 | $10 | 30/70 |
| gpt-4o-mini | $0.15 | $0.6 | 30/70 |
Cost formula (assuming 30% input, 70% output):
cost = tokens * (0.3 * input_price + 0.7 * output_price) / 1,000,000
Store daily snapshots in memory/usage/YYYY-MM-DD.json:
{
test cases passed, vs 5 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.