Dated observational evidence

Usage evidence from an Agent Studio backtest, July 2026

Explore token usage and dated cost estimates from a 30-card Agent Studio backtest, a three-turn session, and recorded document runs.

Retained usage snapshots

Token and list-price aggregates by model, document class, card task class, measured reissue count, and session turn. These are dated snapshots, not live traffic or routing instructions; unpriced usage remains unpriced.

Loading published token evidence…

Snapshot provenance.

30-card live-orchestrator backtest snapshot, dated 2026-07-25, from results/complexity-backtest/agent-studio-30-card-backtest.json.
Three-turn Agent Studio session trace, dated 2026-07-11, documented in docs/analyses/long-vs-short-session-cost.md.
Related document-to-text capability run, dated 2026-08-10, from 20260810T131256052Z.json.

scripts/generate-website-data.py generates website/data/token-usage.json, and CI checks it with --check. A unit test re-costs the published dollar figures through ComputeCost.