The backtest results show that CHWY achieved a 70% win rate with an average 30-day return of 6.01% following an earnings beat across 10 instances.

This suggests the stock tends to deliver solid medium-term gains after positive earnings surprises, although the short-term win rate is lower at 50%. The maximum observed short-term return was 5.27% on day 10.

For investors, these findings highlight the opportunity of holding CHWY for up to a month after an earnings beat to capture above-average returns.

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The backtest reveals that when stocks in the Broadline Retail Industry exceed earnings expectations, there is no statistically significant impact observed on the industry's returns. The maximum recorded return over the test period was 1.14% after five days, indicating subdued market reaction.

The analysis shows that despite numerous occurrences of earnings beats, the effect does not translate to notable gains for the industry as a whole.

For investors, this suggests that relying on earnings beats within Broadline Retail may not offer a compelling short-term trading edge.

Backtest CHWY Earning Beats

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