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Finaxion Research · Heikin Ashi: follow the coloured candles · single stocks · Recomputed 2026-09-10

Does Heikin Ashi: follow the coloured candles work on APTV?

Heikin Ashi: follow the coloured candles does not beat buy-and-hold on APTV: -5.3 points a year over 15 years.

Total return
30.0%
Buy and hold
174.0%
CAGR
1.8%
Sharpe
0.03
Max drawdown
-57.5%
Trades
976
Out of sample
—
Years
15
1×5.8×10.5×20122014201620182020202220242026
StrategyAPTV

Findings

  1. Heikin Ashi: follow the coloured candles does not beat buy-and-hold on APTV: -5.3 points a year over 15 years.
  2. Against the S&P 500 over the same window: -13.4 points a year.
  3. Total return +30.0% versus +174.0% for buy-and-hold, with 976 trades.
  4. Maximum drawdown -57.5%.
  5. It did not beat before 2019 and started afterwards.
  6. It ranks #147 of 235 markets for this strategy by annual excess over the S&P 500.

Findings derived from the full panel. Each carries its number and its denominator; the computations are reproducible with artifact 2aad8ceec7e6.

Exactly what was tested

Long while the Heikin Ashi candle is bullish (HA close above HA open); exit on the first bearish candle.

How to read it

The verdict compares the strategy with buying and holding APTV over the same window, with round-trip costs per asset class. “Out of sample” is walk-forward: the rule is fit on one stretch and judged on the next. A result that beats in the full sample but not out of it is overfit. Full methodology in the protocol. How we test.

Open this backtest with its trades   Trades (CSV)

Every strategy on APTV → · Full page for Heikin Ashi: follow the coloured candles →

How to cite

Finaxion Research (2026). Does Heikin Ashi: follow the coloured candles work on APTV?. Daily backtest 1962-01-01–2026-08-31, artifact 2aad8ceec7e6. https://finaxion.app/en/research/heikin-ashi/aptv

Not a recommendation. Past performance does not guarantee future results.