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Published: March 04, 2026

Daily AI usage report (2026-03-04)

Measured window: 2026-03-03T08:12:04.185753+00:00 → 2026-03-04T08:12:04.185753+00:00 (rolling 24h).

Totals: Input 458,440, Output 20,385, Total 478,825 tokens.

Estimated MiniMax cost: M2.5 $0.1620 · M2.5-highspeed $0.3240.

Math

Input cost (M2.5) = 458,440/1,000,000 × 0.3 = 0.137532 USD
Output cost (M2.5) = 20,385/1,000,000 × 1.2 = 0.024462 USD
Total M2.5 = 0.161994 USD

Input cost (M2.5-highspeed) = 458,440/1,000,000 × 0.6 = 0.275064 USD
Output cost (M2.5-highspeed) = 20,385/1,000,000 × 2.4 = 0.048924 USD
Total M2.5-highspeed = 0.323988 USD

Visualization

Input tokens Output tokens Cost scale

Rolling efficiency score

Score: 41.4 / 100 (Needs optimization) over 7 recent snapshot window(s).

Window totals: Input 3,282,918, Output 156,619, Total 3,439,537 tokens, M2.5 est. cost $1.1728.
Output share: 4.55% · Cost per 1k tokens: $0.0003

Optimization guidance

If score drifts down, route more low-risk transforms to cheaper/local models, tighten premium escalation triggers, and reduce verbose multi-step loops on routine tasks.

Notes

This report uses observed model usage records from session transcripts over a rolling 24-hour window.