clause

Plain English in. A quant's contract out.

1 · The compiler

The model compiles. It never trades.

Your sentence is compiled once into a deterministic contract: a versioned document of rules, signals and risk limits. Backtesting and paper trading run only that contract, never a model’s judgment. What you approve is exactly what runs.

The compiler asks a question rather than guessing a number you did not say, and when a strategy cannot be tested honestly it refuses and says why.

2 · Honest backtests

Every backtest pays its costs and shows the work.

Every backtest charges spread and slippage on every trade, so every result is net of the spread and slippage the cost model charges. It reads data only as it was known at the moment of each decision: a price from later that day, or a report filed the following week, cannot leak into a trade made before it existed.

Every run is pinned to one sealed copy of the market data, and every result says which window it covers, where the data behind it begins and what the cost model assumed. Run the same contract on the same copy and you get the same number, and so does anyone else. Thin samples, unstable windows and thresholds that flip the result get flagged in the margin. Skepticism is a product feature.

3 · Verifiable claims

A published number is a proof, not a screenshot.

Publishing a result re-runs it on our servers: what gets stored is what our servers computed, not what a browser showed. Every shared report says which day its data was sealed and carries a re-run button that runs the same contract on that same data, for as long as we hold it. If the number comes out different on the same data, the page says so, because that is a fault of ours and not the market moving; if we no longer hold that data, it says that instead of pretending.

The Leaderboard ranks strategies by Sharpe over the full window: return per unit of risk, across every year the strategy was tested, costs included.

4 · The data

What data we hold.

Every backtest runs on this, and no further back. A strategy over an index starts where our membership for that index starts, and its result says so.

DataFromToUpdated
Daily prices, whole marketJan 2, 2004Oct 14, 2026every trading day
Daily prices, curatedJan 2, 2004Oct 14, 2026every trading day
Minute pricesSep 3, 2025Oct 14, 2026every minute
Minute prices, extended hoursSep 8, 2025Oct 14, 2026every minute
Dow Jones Industrial AverageOct 31, 2019Jul 31, 2026quarterly
Nasdaq 100Jan 2, 2004Oct 14, 2026every trading day
Nasdaq CompositeJan 2, 2004Oct 14, 2026every trading day
Russell 1000Sep 30, 2019Jun 30, 2026quarterly
Russell 2000Sep 30, 2019Jun 30, 2026quarterly
S&P 500Sep 30, 2019Jun 30, 2026quarterly
Financial statementsApr 15, 2009Oct 2, 2026as filed
Short interestDec 29, 2017Sep 30, 2026twice a month
DividendsAug 15, 2000Dec 13, 2030as announced
SplitsOct 25, 1978Dec 17, 2026as announced
ListingsSep 3, 2026Oct 5, 2026weekly
SEC filingsJul 21, 2015Oct 14, 2026as polled
Macro seriesJul 1, 1954Oct 14, 2026every trading day
Kalshi marketsJul 1, 2021Oct 14, 2026every trading day
Polymarket marketsAug 30, 2026Oct 15, 2026as polled
Pre-market snapshotsSep 9, 2026Oct 14, 2026every trading day

5 · Access

Access

Anyone can create an account. Nothing is billed.

Hypothetical performance on historical data. Backtests are not indicative of future results. Paper trading only; nothing here is investment advice.