ANN 2 signals

Script from: TradingViewIntradayAITrend followingMomentumBot

The ANN 2 signals strategy utilizes dual Artificial Neural Network (ANN) predictions to guide trade entry and exit decisions. A trade is only initiated when both predictions align in their market direction. Conversely, the position is closed when any one of the ANN forecasts changes direction, ensuring a consensus-driven trading approach.

Audit verdict

Not rankedUpdated Jul 28, 2026

No reliable edge found

Its average result can't be told apart from chance, so it stays out of our rankings. The script itself passed our repainting audit.

2,058backtests3 markets

33robust scoreranked median 52

0.08p-valueranked median 0.24

10/93pass quality gatebacktests >15 trades

Audit details

How we decide whether a strategy enters our rankings. Read the methodology →

Repainting audit

7 of 8 checks passed.

strategy() with calc_on_every_tick=true or recalculate_on_every_tick=true

Found on line 2. Disable calc_on_every_tick/recalculate_on_every_tick for stable backtests unless truly required.

✓

Script availability

Open-source, still published on TradingView.

✓

Statistical edge

Average t-statistic 4.56 (p = 0.08), above the median of 1.98 (p = 0.24) for ranked strategies.

✓

Quality gate

10 of 93 backtests with more than 15 trades pass our quality gate.

Robust score

33/100, below the median of 52 for ranked strategies.

How its evidence compares

The t-statistic measures how far the average result sits from zero relative to its noise. Below about 2, it is within what random entries produce.

4.56

avg. t-statistic

1.98

median, ranked strategies

Best 5 of 2,058 backtests

Shown for transparency.

Symbol	Timeframe	Net profit	Profit factor	Trades	Max drawdown
American Eagle Outfitters, Inc. NYSE:AEO	4H	+2,747%	1.14	3,860	73%
BILL Holdings, Inc. NYSE:BILL	1D	+1,184%	1.23	576	46%
ChargePoint Holdings, Inc. NYSE:CHPT	1D	+1,129%	1.21	558	61%
Lyft, Inc. NASDAQ:LYFT	1D	+843%	1.27	656	50%
HENRY HUB NATURAL GAS FUTURES NYMEX:NG1!	1D	+714%	1.55	306	46%

⚠Selected after the fact: these are the best 5 of 2,058 runs, not what to expect from this strategy.

Is ANN 2 signals profitable?

Not reliably, based on our tests. Across 2,058 backtests, 10 of 93 with more than 15 trades pass our quality gate. The best result is +2,747% on American Eagle Outfitters, Inc. (4H, 3860 trades). On average, its results are statistically indistinguishable from chance (p = 0.08).

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