{ "schema_version": 1, "schematic": false, "source": { "label": "estimate, replay, build f4db57e", "build": "gobstopper f4db57e (v0.7.2-6-gf4db57e; request engine source identical to v0.7.2)", "run_date": "2026-09-28", "what": "One recorded Claude Code session replayed offline through Gobstopper's request engine. For each request the client sent: estimated input tokens without the proxy (the recorded history) and with the proxy (what Gobstopper would forward).", "estimates": "ESTIMATES at about 4 characters per token, plus 20,000 assumed tokens for the system prompt and tools, which transcripts do not record. Not billed tokens. For this session the provider-reported input was about 1.5x the estimate (median ratio below).", "calibration": "on, as proxy serve runs by default in v0.7.2: the effective threshold is the configured one divided by the ratio learned from the session's earlier replies, clamped 1.0-2.0x. applied_threshold_est_tokens gives it per request.", "selection": "Deterministic rule: of the 12 Claude Code sessions in the replay grid, the 5 whose largest request exceeds 128K estimated tokens, the median by cumulative input (3rd of 5). No content, path or id is published.", "reported_ratio_median": 1.644, "cross_checks": { "cli_totals_match": "per-request series totals equal gobstopper proxy replay --json from the same build for every run", "vs_replay_grid_without_calibration": [ { "threshold": 32000, "compactions_this_build": 44, "compactions_grid": 43, "total_with_proxy_rel_diff": 0.00055 }, { "threshold": 128000, "compactions_this_build": 4, "compactions_grid": 4, "total_with_proxy_rel_diff": 0.00041 } ] }, "generated": "2026-09-28" }, "session_profile": { "provider": "claude_code", "requests": 383 }, "request": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 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