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Recorded order books and outcomes for backtesting and market-microstructure research.
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Historical sample · Kalshi
NBA · Kalshi · Dec 31, 2025
Total 237 · YES contract
| UTC | Bid | Ask | CLE–PHX |
|---|---|---|---|
| 20:43:35 | $0.48 | $0.49 | 5–6 |
| 20:47:38 | $0.51 | $0.54 | 12–8 |
| 20:56:41 | $0.46 | $0.50 | 26–16 |
| 21:14:06 | $0.40 | $0.44 | 46–28 |
Recorded order books and outcomes for backtesting and market-microstructure research.
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Every admitted live fill with a captured close enters the same unconditioned scorecard — currently 46.4% beat that captured close, with mean CLV +0.01¢. We publish the qualifying ledger, the exchange-price correction artifact, and the verifier needed to reproduce it.
And when we get a measurement wrong, we retract it in public. This panel used to headline a 78-point CLV win-rate gap as "proof of signal." We found — and proved with a control — that the statistic was a measurement artifact for in-play trades, and we retracted it. Read the retraction →
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Model degradation. Markets adapt. A model that works today may need retraining in 3-6 months as market efficiency improves.
Execution costs. Backtest results assume ~2-3c per trade in fees and slippage. Real execution can be worse in thin markets.
Small samples. Live trading started March 2026. The backtest is strong but live history is still growing.
Regime change. Rule changes, new market participants, or structural shifts can invalidate historical patterns.
Past performance does not guarantee future results. This is a tool for informed decision-making, not a guaranteed profit machine.
Open the Edge Finder to compare model fair value with available market prices. Inspect the public benchmark and results.