TT-Autotune · data 2026-10-11
THETA trading bot: TT-Autotune tuned results by timeframe and regime
Tuned vs default Lorentzian Classification results for THETA across 4 timeframes and six market regimes, and how to automate THETA from TradingView paper first.
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THETA 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 THETA: 4 trained timeframes (15m, 1h, 4h, 1d) and 24 regime cells, of which 23 beat the stock default settings.
On tuned ROI averaged across regimes, the strongest THETA timeframe is 4h (+96.7% mean), and its best single regime is Bull- at +119.9%. 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.
THETA on the 15m chart
On 15m, 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 +17.0% vs default -0.8% (beats default by 17.8 pts)
- Bull-
- tuned +20.7% vs default +4.1% (beats default by 16.7 pts)
- Bear+
- tuned +14.5% vs default +2.6% (beats default by 11.9 pts)
- Bear-
- tuned +24.2% vs default -3.2% (beats default by 27.4 pts)
- Chop
- tuned +8.1% vs default -1.1% (beats default by 9.2 pts)
- Quiet
- tuned +8.0% vs default -5.2% (beats default by 13.2 pts)
THETA on the 1h chart
On 1h, 6 of 6 regimes beat the default settings, led by Chop, which is no trend but high volatility: big swings in both directions where breakouts often fail.
- Bull+
- tuned +38.1% vs default -1.3% (beats default by 39.3 pts)
- Bull-
- tuned +26.5% vs default +0.5% (beats default by 26.0 pts)
- Bear+
- tuned +22.1% vs default +0.9% (beats default by 21.2 pts)
- Bear-
- tuned +34.2% vs default -5.2% (beats default by 39.5 pts)
- Chop
- tuned +46.4% vs default -6.2% (beats default by 52.6 pts)
- Quiet
- tuned +29.2% vs default -3.1% (beats default by 32.2 pts)
THETA on the 4h chart
On 4h, 6 of 6 regimes beat the default settings, led by Bull-, which is a weak uptrend: ADX of 18 or more with a gentler positive slope, grinding higher with frequent pullbacks.
- Bull+
- tuned +108.5% vs default +3.2% (beats default by 105.4 pts)
- Bull-
- tuned +119.9% vs default -0.7% (beats default by 120.7 pts)
- Bear+
- tuned +104.2% vs default +8.2% (beats default by 96.0 pts)
- Bear-
- tuned +115.4% vs default -7.3% (beats default by 122.7 pts)
- Chop
- tuned +118.5% vs default -17.5% (beats default by 136.0 pts)
- Quiet
- tuned +13.8% vs default +1.7% (beats default by 12.1 pts)
THETA on the 1d chart
On 1d, 5 of 6 regimes beat the default settings, led by Chop, which is no trend but high volatility: big swings in both directions where breakouts often fail.
- Bull+
- tuned +92.4% vs default +41.4% (beats default by 50.9 pts)
- Bull-
- tuned +38.9% vs default +0.0% (beats default by 38.9 pts)
- Bear+
- tuned +112.0% vs default -7.7% (beats default by 119.7 pts)
- Bear-
- tuned +133.6% vs default +23.2% (beats default by 110.4 pts)
- Chop
- tuned +148.1% vs default +13.8% (beats default by 134.3 pts)
- Quiet
- tuned +0.0% vs default +0.0% (trails default by 0.0 pts)
How to read these THETA 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 THETA cell as a hypothesis to paper trade, not a forecast.
Trade THETA from TradingView
- 1Connect a trade-only key on a live-ready venue that lists THETA perpetuals, on testnet first.
- 2Open the TensorTrader extension's TT-Autotune tab, select that key and browse the THETA cells.
- 3Enroll the THETA 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.