Unverified50% confidenceFactExact time
Maximum drawdown measures the largest decline from a historical peak to a trough, directly reflecting the worst-case shrinkage of capital; a strategy with a 50% maximum drawdown requires a 100% gain to break even.
1
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50%
Confidence
Long-term
Relevance
10/15/2026
First Seen
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Related Claims
UnverifiedEvaluating backtested returns requires attention to risk-adjusted metrics such as the Sharpe ratio and maximum drawdown; a strategy with 30% annualized returns but a 60% maximum drawdown is inferior to one with 15% annualized returns but only a 10% drawdown.75% similarUnverified据 ProfitWell 的研究数据，被动流失通常占总流失的 20%-40%，且可以通过支付重试机制（dunning）和过期提醒等技术手段显著降低73% similarUnverifiedIn tasks requiring more than 5 steps, the success rate of the strongest models drops sharply from over 80% at the first step to 40% or even lower at subsequent steps, exhibiting an exponential decline.69% similarUnverifiedTreating every failure as an equally weighted deduction is a serious evaluation pitfall, as an average score of 95% can mask the most costly and irreversible failures within that 5%.66% similarUnverifiedThe compute cost per unit of inference is declining at a rate of 40% to 60% per year.65% similar
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