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TT-Autotune · data 2026-10-11

ATOMATOM trading bot: TT-Autotune tuned results by timeframe and regime

Tuned vs default Lorentzian Classification results for ATOM across 5 timeframes and six market regimes, and how to automate ATOM from TradingView paper first.

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ATOM with TT-Autotune

TT-Autotune tunes the Lorentzian Classification strategy separately for every token, chart timeframe and market regime, then switches to that regime's champion settings live inside one TradingView strategy alert. This page summarizes what the optimizer found for ATOM: 5 trained timeframes (15m, 30m, 1h, 4h, 1d) and 30 regime cells, of which 28 beat the stock default settings.

On tuned ROI averaged across regimes, the strongest ATOM timeframe is 4h (+61.9% mean), and its best single regime is Bull+ at +89.8%. ROI here is the sum of per-trade ROI over each cell's walk-forward window, scored with fees and slippage, not a live result.

ATOM on the 15m chart

On 15m, 6 of 6 regimes beat the default settings, led by Bull+, which is a strong uptrend: ADX of 25 or more with a strong positive slope, where buyers are in control and pullbacks stay shallow.

Bull+
tuned +23.3% vs default -3.1% (beats default by 26.4 pts)
Bull-
tuned +19.0% vs default -1.0% (beats default by 20.0 pts)
Bear+
tuned +14.9% vs default +1.8% (beats default by 13.1 pts)
Bear-
tuned +15.3% vs default -0.8% (beats default by 16.2 pts)
Chop
tuned +9.8% vs default -1.0% (beats default by 10.8 pts)
Quiet
tuned +19.0% vs default -1.5% (beats default by 20.5 pts)

ATOM on the 30m chart

On 30m, 5 of 6 regimes beat the default settings, led by Quiet, which is no trend and low volatility: tight ranges where fees can eat most edges.

Bull+
tuned +15.0% vs default +0.2% (beats default by 14.7 pts)
Bull-
tuned +20.2% vs default -3.9% (beats default by 24.1 pts)
Bear+
tuned +14.4% vs default -1.8% (beats default by 16.2 pts)
Bear-
tuned +15.4% vs default -6.2% (beats default by 21.6 pts)
Chop
tuned +0.0% vs default +0.0% (trails default by 0.0 pts)
Quiet
tuned +33.4% vs default -1.3% (beats default by 34.6 pts)

ATOM on the 1h chart

On 1h, 6 of 6 regimes beat the default settings, led by Bear-, which is a weak downtrend: a slow bleed with sharp bounces and frequent short squeezes.

Bull+
tuned +25.8% vs default -13.0% (beats default by 38.8 pts)
Bull-
tuned +28.1% vs default -12.3% (beats default by 40.4 pts)
Bear+
tuned +24.2% vs default -5.1% (beats default by 29.3 pts)
Bear-
tuned +33.8% vs default +6.5% (beats default by 27.2 pts)
Chop
tuned +20.5% vs default +5.2% (beats default by 15.3 pts)
Quiet
tuned +29.9% vs default +6.1% (beats default by 23.8 pts)

ATOM on the 4h chart

On 4h, 6 of 6 regimes beat the default settings, led by Bull+, which is a strong uptrend: ADX of 25 or more with a strong positive slope, where buyers are in control and pullbacks stay shallow.

Bull+
tuned +89.8% vs default +22.0% (beats default by 67.7 pts)
Bull-
tuned +67.3% vs default +10.2% (beats default by 57.1 pts)
Bear+
tuned +56.4% vs default +5.7% (beats default by 50.7 pts)
Bear-
tuned +44.0% vs default +1.1% (beats default by 42.9 pts)
Chop
tuned +69.7% vs default -7.2% (beats default by 76.8 pts)
Quiet
tuned +44.5% vs default -11.6% (beats default by 56.2 pts)

ATOM on the 1d chart

On 1d, 5 of 6 regimes beat the default settings, led by Bull+, which is a strong uptrend: ADX of 25 or more with a strong positive slope, where buyers are in control and pullbacks stay shallow.

Bull+
tuned +92.6% vs default -8.1% (beats default by 100.7 pts)
Bull-
tuned +81.0% vs default +23.0% (beats default by 57.9 pts)
Bear+
tuned +31.0% vs default -5.1% (beats default by 36.1 pts)
Bear-
tuned +57.9% vs default +8.7% (beats default by 49.2 pts)
Chop
tuned +60.1% vs default -8.4% (beats default by 68.4 pts)
Quiet
tuned +0.0% vs default +0.0% (trails default by 0.0 pts)

How to read these ATOM numbers

These are optimizer results on historical data, and every champion had to pass gates before publication: positive Sortino and ROI in its regime, beating the default on both, enough trades spread across walk-forward windows, and a plateau rather than a spike. Longer timeframes cover longer calendar windows, so compare timeframes with care. TensorTrader's forward testnet books have not yet shown an edge after fees, so treat any ATOM cell as a hypothesis to paper trade, not a forecast.

Trade ATOM from TradingView

  1. 1Connect a trade-only key on a live-ready venue that lists ATOM perpetuals, on testnet first.
  2. 2Open the TensorTrader extension's TT-Autotune tab, select that key and browse the ATOM cells.
  3. 3Enroll the ATOM timeframes you want; each becomes one strategy alert with its regime champions injected.
  4. 4Watch fills and closed-trade accounting on paper before any live opt-in.

Not financial advice. Figures are TensorTrader optimizer or backtest results with the method stated; past results do not predict future returns.

Guides · Start on paper