Honest backtesting
Backtesting with
no look-ahead bias
Look-ahead bias happens when a backtest uses information that was not available at the time, which makes results look better than reality. On AlgoBars a value on a bar never uses a later bar, trades fill on the next bar, and the same strategy on the same data gives the same result every run, to the last digit. Every strategy runs in its own sandbox with time and memory limits. That is the standard funds and professional desks need to trust a result.
Last updated · Trading involves risk of loss.
Guarantees
- No look-ahead
- Values never use a later bar.
- Next-bar fills
- No filling at prices you could not have had.
- Reproducible
- Identical inputs give identical results.
- Sandboxed
- Each strategy runs isolated, with limits.
For professional desks
- Books built from a full event history that can be replayed
- No double counting of deposits or payouts
- Continuous reconciliation checks
- Full audit trail of admin actions
Next steps
What is look-ahead bias?
It is when a backtest uses information that was not available at the time, which inflates results.
How does AlgoBars prevent it?
A value on a bar never uses a later bar, and trades fill on the next bar.
Are results reproducible?
Yes. The same script, settings and prices give the same result every run.
Start building today.
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Every feature, free. No card. No catch. · AI at compute cost only · Trading involves risk
