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SPY strategy validation

Doesn't hold upIt was not profitable in training or out of sample.

Validated on 5-minute candles

Validated Oct 28, 2026 — may not reflect a later revision

Max drawdown
−14.7%
largest fall from a peak, net of costs
Average per trade
−8.6 bp
net of costs
Profit factor
0.34 → 0.34
in-sample → out-of-sample
Win rate
38% → 33%
in-sample → out-of-sample
Trades
169
130 in-sample · 39 out-of-sample
Backtest curve: cumulative result, net of costs
Start

VWAP Bounce with Rejection (Long) This strategy goes long on SPY during the regular session, looking for entries between 10:15 and 15:30 ET on 5‑minute candles when the price touches the VWAP from above with a rejection candle that has a long lower wick and high volume. During the training period, the strategy generated trades with consistency, but produced significant net losses. The performance remained similar in the out‑of‑sample period: trades continued to execute with comparable frequency, but the negative results persisted. The win rate was low in both periods, and the profit factor close to 0.34 in both windows indicates that losses far outweighed gains. The verdict is rejected because the strategy does not generate profitability in either training or out‑of‑sample. Verdict: rejected, not profitable in training or out‑of‑sample. Exits: take profit 0.225%, stop‑loss 0.15%, strategy exit condition; automatic close at the end of the session if still open; maximum one trade per day. Net results include a 0.10% per trade cost. Past results do not guarantee future results.

Results by period

MetricIn-sampleJan 2024 – Jun 2025Out-of-sampleJul 2025 – Dec 2025
Trades13039
Win rate38%33%
Profit factor0.340.34
Avg. win0.12%0.11%
Avg. loss-0.22%-0.17%
Best trade0.13%0.13%
Worst trade-0.25%-0.25%
Longs130 (38%)39 (33%)
Shorts00
Total return-11.73%-2.87%

Strategy tested

VWAP Bounce (trend direction) - Timeframe: 5 minutes - Long entry: price above VWAP + touches VWAP + rejection candle (lower wick ≥ 50% of candle range) + volume above average. - Short entry: mirror (price below VWAP + rejection with upper wick). - Stop Loss: 0.1‑0.15% on the other side of VWAP or below/above the rejection candle. - Exit: 1.5R or when price moves 1 ATR away from VWAP in the opposite direction.

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Past performance is not indicative of future results. Any past result shown here reflects historical data and does not guarantee similar outcomes going forward.

This content is provided for informational and educational purposes only and does not constitute investment advice, a recommendation, or an offer to buy or sell any security. Consult a qualified financial advisor before making investment decisions.

Backtested and simulated results are hypothetical and do not represent actual trading. Simulated performance has inherent limitations and may differ significantly from live results due to market conditions, slippage, and other factors.