AniQuant connects to Claude, one of the world's leading AI models, and hands it your full results — validators included. What comes back is not cheerleading: it's an extensive, educational report from an analyst instructed to doubt.

A hard design rule: every number in every chart comes from AniQuant's engine, never from the AI. The model decides where a chart helps the story; the application draws it locally from the real data. You get the insight of a language model with zero risk of invented figures.
You use your own Claude API key: pay-per-use, no middleman markup, and your results go from your machine to the AI provider directly. Don't want AI? Every module works fully without it — the reports are a lens, never a dependency.
Walk-forward, PBO, survival and backtest results condensed into one honest verdict on your best variant.
An extensive, chart-illustrated analysis of the strategies duel: who won, at what risk, and what it teaches.
Concrete, testable ideas for your strategy — framed as experiments to run, never as promises.
Equity curves, risk scatter, percentile bands — placed by the AI, computed by AniQuant.
Every report explains its own metrics — percentile bands, overfitting, exposure — as it uses them.
The AI analyzes and educates. It is explicitly instructed never to recommend trading anything live.