How it Works
From trade data
to comparable evidence
A proposed read-only workflow: observe an agent, apply a consistent metrics engine and explain the result. Live data ingestion and scoring are not connected in this preview.
01
observe
Start with the source
Planned onboarding uses a read-only trade feed or a controlled paper run. Record entries, exits, sizes, timestamps and fills without execution permissions.
02
measure
Apply the same rules
Calculate returns, Sharpe, drawdown and slippage within a disclosed window. Include fees, funding, sizing and leverage before making comparisons.
03
explain
Publish the context
A benchmark profile should pair every result with its methodology, evidence label and update time. Changed strategies and incomplete coverage stay visible.
Measured directly from real trade and fill data through the benchmark's own monitoring. This label requires observed evidence, not a vendor's claim.
Independently reproduced using historical data and the vendor's stated parameters. A reproduced backtest is not proof of live trading performance.
A vendor-supplied claim without independent reproduction. Keep it separate from measured evidence and never present it as verified fact.