TT-Autotune · data 2026-10-11
ARB trading bot: TT-Autotune tuned results by timeframe and regime
Tuned vs default Lorentzian Classification results for ARB across 6 timeframes and six market regimes, and how to automate ARB from TradingView paper first.
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ARB 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 ARB: 6 trained timeframes (5m, 15m, 30m, 1h, 4h, 1d) and 36 regime cells, of which 34 beat the stock default settings.
On tuned ROI averaged across regimes, the strongest ARB timeframe is 4h (+94.0% mean), and its best single regime is Chop at +140.9%. 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.
ARB on the 5m chart
On 5m, 5 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 +4.7% vs default +0.1% (beats default by 4.7 pts)
- Bull-
- tuned +10.6% vs default -1.5% (beats default by 12.2 pts)
- Bear+
- tuned +4.1% vs default -2.8% (beats default by 6.9 pts)
- Bear-
- tuned +8.7% vs default -2.4% (beats default by 11.1 pts)
- Chop
- tuned +0.0% vs default +0.0% (trails default by 0.0 pts)
- Quiet
- tuned +4.9% vs default -9.7% (beats default by 14.7 pts)
ARB 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 +44.9% vs default -6.4% (beats default by 51.3 pts)
- Bull-
- tuned +26.5% vs default +1.4% (beats default by 25.1 pts)
- Bear+
- tuned +21.1% vs default +0.5% (beats default by 20.6 pts)
- Bear-
- tuned +25.8% vs default -4.7% (beats default by 30.5 pts)
- Chop
- tuned +38.5% vs default -7.8% (beats default by 46.4 pts)
- Quiet
- tuned +16.8% vs default -0.5% (beats default by 17.2 pts)
ARB on the 30m chart
On 30m, 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 +44.1% vs default +2.0% (beats default by 42.1 pts)
- Bull-
- tuned +44.2% vs default -3.4% (beats default by 47.6 pts)
- Bear+
- tuned +34.9% vs default +2.7% (beats default by 32.2 pts)
- Bear-
- tuned +71.9% vs default +0.2% (beats default by 71.8 pts)
- Chop
- tuned +20.3% vs default -7.9% (beats default by 28.2 pts)
- Quiet
- tuned +44.2% vs default +1.6% (beats default by 42.6 pts)
ARB on the 1h chart
On 1h, 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 +78.6% vs default -6.1% (beats default by 84.7 pts)
- Bull-
- tuned +31.8% vs default +4.5% (beats default by 27.3 pts)
- Bear+
- tuned +53.8% vs default +3.7% (beats default by 50.1 pts)
- Bear-
- tuned +47.8% vs default -9.4% (beats default by 57.2 pts)
- Chop
- tuned +73.9% vs default -7.4% (beats default by 81.2 pts)
- Quiet
- tuned +24.7% vs default -4.7% (beats default by 29.4 pts)
ARB on the 4h chart
On 4h, 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 +100.1% vs default -16.8% (beats default by 116.9 pts)
- Bull-
- tuned +128.2% vs default +7.1% (beats default by 121.2 pts)
- Bear+
- tuned +90.7% vs default +9.6% (beats default by 81.1 pts)
- Bear-
- tuned +93.8% vs default -5.0% (beats default by 98.8 pts)
- Chop
- tuned +140.9% vs default -8.4% (beats default by 149.3 pts)
- Quiet
- tuned +10.1% vs default +1.8% (beats default by 8.3 pts)
ARB 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 +151.8% vs default -6.2% (beats default by 158.0 pts)
- Bull-
- tuned +62.9% vs default +0.0% (beats default by 62.9 pts)
- Bear+
- tuned +127.6% vs default +13.8% (beats default by 113.8 pts)
- Bear-
- tuned +90.6% vs default -4.0% (beats default by 94.5 pts)
- Chop
- tuned +95.4% vs default -26.2% (beats default by 121.7 pts)
- Quiet
- tuned +0.0% vs default +0.0% (trails default by 0.0 pts)
How to read these ARB 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 ARB cell as a hypothesis to paper trade, not a forecast.
Trade ARB from TradingView
- 1Connect a trade-only key on a live-ready venue that lists ARB perpetuals, on testnet first.
- 2Open the TensorTrader extension's TT-Autotune tab, select that key and browse the ARB cells.
- 3Enroll the ARB 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.