TT-Autotune · data 2026-09-26
BAND trading bot: TT-Autotune tuned results by timeframe and regime
Tuned vs default Lorentzian Classification results for BAND across 4 timeframes and six market regimes, and how to automate BAND from TradingView paper first.
BAND 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 BAND: 4 trained timeframes (15m, 1h, 4h, 1d) and 24 regime cells, of which 19 beat the stock default settings.
On tuned ROI averaged across regimes, the strongest BAND timeframe is 4h (+93.5% mean), and its best single regime is Bear+ at +122.5%. 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.
BAND on the 15m chart
On 15m, 5 of 6 regimes beat the default settings, led by Bear+, which is a strong downtrend: ADX of 25 or more with a strong negative slope, where sellers are in control and bounces fail.
- Bull+
- tuned +16.2% vs default -0.1% (beats default by 16.3 pts)
- Bull-
- tuned +10.1% vs default -6.1% (beats default by 16.2 pts)
- Bear+
- tuned +16.6% vs default -0.6% (beats default by 17.3 pts)
- Bear-
- tuned +9.6% vs default -2.3% (beats default by 11.9 pts)
- Chop
- tuned +0.0% vs default +0.0% (trails default by 0.0 pts)
- Quiet
- tuned +8.4% vs default -7.8% (beats default by 16.3 pts)
BAND on the 1h chart
On 1h, 6 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 +23.2% vs default -2.8% (beats default by 25.9 pts)
- Bull-
- tuned +19.5% vs default -7.4% (beats default by 26.9 pts)
- Bear+
- tuned +24.7% vs default -0.1% (beats default by 24.8 pts)
- Bear-
- tuned +29.1% vs default -4.2% (beats default by 33.3 pts)
- Chop
- tuned +19.2% vs default -8.3% (beats default by 27.5 pts)
- Quiet
- tuned +36.2% vs default -2.7% (beats default by 38.9 pts)
BAND on the 4h chart
On 4h, 6 of 6 regimes beat the default settings, led by Bear+, which is a strong downtrend: ADX of 25 or more with a strong negative slope, where sellers are in control and bounces fail.
- Bull+
- tuned +104.9% vs default +11.2% (beats default by 93.7 pts)
- Bull-
- tuned +109.8% vs default -10.5% (beats default by 120.3 pts)
- Bear+
- tuned +122.5% vs default -13.2% (beats default by 135.8 pts)
- Bear-
- tuned +99.0% vs default +4.7% (beats default by 94.3 pts)
- Chop
- tuned +98.8% vs default +20.0% (beats default by 78.8 pts)
- Quiet
- tuned +26.3% vs default -8.8% (beats default by 35.0 pts)
BAND on the 1d chart
On 1d, 2 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 +87.6% vs default -44.5% (beats default by 132.1 pts)
- Bull-
- tuned +54.2% vs default -13.2% (beats default by 67.4 pts)
- Bear+
- tuned +0.0% vs default +0.0% (trails default by 0.0 pts)
- Bear-
- tuned -34.8% vs default -34.8% (trails default by 0.0 pts)
- Chop
- tuned +0.0% vs default +0.0% (trails default by 0.0 pts)
- Quiet
- tuned +0.0% vs default +0.0% (trails default by 0.0 pts)
How to read these BAND 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 BAND cell as a hypothesis to paper trade, not a forecast.
Trade BAND from TradingView
- 1Connect a trade-only key on a live-ready venue that lists BAND perpetuals, on testnet first.
- 2Open the TensorTrader extension's TT-Autotune tab, select that key and browse the BAND cells.
- 3Enroll the BAND timeframes you want; each becomes one strategy alert with its regime champions injected.
- 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.