Updated Apr 23, 2026Slight edge 220 tickers

Does a simple RSI mean reversion strategy work on US large caps?

Across 214 of 220 tickers between 2015-01-01 and 2024-12-31, average return was 0.50%, average max drawdown -2.68%.

A thin edge: +0.50% mean return across 214 tickers, with -2.68% average drawdown — gentle on risk, but the edge is too small to act on alone.

What we tested

Strategy

We want to buy oversold pullbacks inside established uptrends and get out quickly if the trend breaks. Enter long when the 14 period RSI closes below 30 and the current close is still above the 200 day simple moving average. For every new entry, measure the 14 period ATR on the signal bar and place a protective stop 1.2 ATR below the entry price. Size the position so that hitting that stop loses exactly 1 percent of account equity. Round down to a whole number of shares. Take profit at 2R. That is two times the distance between the entry and the stop, placed above the entry (so roughly 2.4 ATR above entry). If the 14 period RSI closes back above 70 before either level is hit, exit at the next open. If the position has been held for 30 trading days without resolving, exit at the next open as well. Long only. One open position per ticker at a time. No leverage and no pyramiding.

Run spec
Window
2015-01-01 → 2024-12-31
Universe
220 tickers
Ranking metric
return_pct
Tenachine backtest interface: a strategy described in plain English, a ticker selector, date range pickers, and a Run Backtest button.
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Overall results

Aggregated across 214 runs
220 symbolsBatch
+0.50%
Mean return

Equal-weighted mean of total return across symbols that completed. · 1 codegen refinement on pilot

Avg win rate
41.3%

Unweighted mean across successful runs.

Coverage
214/220

214 completed · 6 failed

Avg max drawdown
-2.68%

Mean of worst peak-to-trough per symbol.

Avg risk / reward
1.19

Aggregate gross profit ÷ gross loss.

Total trades
917

Summed over successful symbols.

Return distribution

How the 214 tickers split up across return_pct buckets. Reads left to right from worst to best.

Worst-7.02%
Median0.25%
Best10.07%
  • ≤ -10%
    0 (0.0%)
  • -10% to -5%
    6 (2.8%)
  • -5% to -1%
    62 (29.0%)
  • −1% to +1%
    58 (27.1%)
  • +1% to +5%
    77 (36.0%)
  • +5% to +10%
    10 (4.7%)
  • > +10%
    1 (0.5%)

By sector

Top and flop names per GICS sector, ranked by return_pct.

Communication Services

18 / 20 completed
Top 5
  • MTCH5.88%
  • T4.58%
  • CHTR4.20%
  • NFLX3.83%
  • VZ3.54%
Flop 5
  • PINS-2.64%
  • WBD-2.54%
  • OMC-2.41%
  • EA-1.38%
  • CMCSA-1.18%

Consumer Discretionary

20 / 20 completed
Top 5
  • GM5.20%
  • BKNG5.11%
  • TSLA3.17%
  • TJX2.31%
  • HLT1.99%
Flop 5
  • LOW-6.82%
  • HD-5.10%
  • NKE-2.52%
  • MAR-1.86%
  • MCD-1.76%

Consumer Staples

20 / 20 completed
Top 5
  • TGT5.31%
  • KR4.64%
  • EL3.01%
  • WMT2.82%
  • CLX1.71%
Flop 5
  • GIS-7.02%
  • HSY-4.24%
  • CL-3.27%
  • STZ-2.58%
  • KHC-1.50%

Energy

17 / 20 completed
Top 5
  • XOM10.07%
  • MPC4.99%
  • SLB4.23%
  • CVX2.64%
  • WMB2.38%
Flop 5
  • OXY-4.70%
  • HAL-3.81%
  • DVN-3.68%
  • VLO-3.16%
  • PSX-1.87%

Financials

19 / 20 completed
Top 5
  • COF5.20%
  • BAC4.89%
  • SPGI4.53%
  • TFC3.77%
  • JPM2.03%
Flop 5
  • MS-3.90%
  • MCO-3.00%
  • C-2.46%
  • GS-1.62%
  • BK-1.37%

Health Care

20 / 20 completed
Top 5
  • SYK7.99%
  • ABBV4.56%
  • BSX2.73%
  • UNH2.61%
  • PFE2.23%
Flop 5
  • JNJ-3.77%
  • AMGN-3.23%
  • TMO-2.64%
  • REGN-2.34%
  • BMY-2.08%

Industrials

20 / 20 completed
Top 5
  • HON8.41%
  • NSC4.33%
  • GD3.80%
  • DE3.12%
  • LMT2.84%
Flop 5
  • CAT-4.54%
  • ROK-3.01%
  • PH-2.64%
  • EMR-2.19%
  • RTX-1.53%

Information Technology

20 / 20 completed
Top 5
  • ADBE5.60%
  • ORCL4.69%
  • LRCX3.66%
  • AAPL3.65%
  • AMD3.48%
Flop 5
  • CRM-4.70%
  • ACN-4.33%
  • MU-1.40%
  • IBM-1.37%
  • INTC-0.70%

Materials

20 / 20 completed
Top 5
  • VMC9.14%
  • NUE3.30%
  • MLM2.94%
  • LIN2.48%
  • EMN2.27%
Flop 5
  • SHW-6.93%
  • NEM-5.36%
  • DOW-3.17%
  • MOS-2.29%
  • CTVA-1.72%

Real Estate

20 / 20 completed
Top 5
  • MAA5.26%
  • UDR4.42%
  • EQIX3.63%
  • INVH3.13%
  • EQR3.05%
Flop 5
  • DLR-4.62%
  • VICI-2.60%
  • VTR-1.90%
  • ESS-1.41%
  • SPG-1.04%

Utilities

20 / 20 completed
Top 5
  • WEC4.73%
  • D4.33%
  • DTE4.31%
  • PCG3.58%
  • PEG2.56%
Flop 5
  • SRE-5.12%
  • DUK-3.02%
  • ATO-2.57%
  • EXC-1.92%
  • AEP-1.71%

Disclaimer

Past performance does not predict future results. This is a backtest over a fixed historical window and it does not model execution costs, borrowing, taxes, or survivorship of the universe. Nothing here is investment advice.

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Generated Apr 23, 2026 · slug rsi-mean-reversion