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Challenge the strategy.
Trust the evidence.

Compare default and optimized strategy curves from the BibaMoney research engine. Look beyond returns: a failed validation gate matters more than a beautiful chart.

The arena ranks research, not players. These are model results from the existing optimizer, not live trading profits. Compare default and optimized strategy curves, then read the validation verdict before deciding what deserves more investigation.

Full strategy rankings
OOS = out-of-sample · held-out evaluation

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What would change your mind?

Research can overfit the past. A strong-looking curve with a failed validation gate is a reason to investigate, not a reason to trade. Compare the held-out result, assumptions, buy-and-hold alpha and verdict together.

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