TT-Autotune · data 2026-09-26
XRP trading bot: TT-Autotune tuned results by timeframe and regime
Tuned vs default Lorentzian Classification results for XRP across 6 timeframes and six market regimes, and how to automate XRP from TradingView paper first.
XRP 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 XRP: 6 trained timeframes (5m, 15m, 30m, 1h, 4h, 1d) and 36 regime cells, of which 32 beat the stock default settings.
On tuned ROI averaged across regimes, the strongest XRP timeframe is 1d (+84.6% mean), and its best single regime is Chop at +126.4%. 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.
XRP 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 +6.1% vs default -2.4% (beats default by 8.5 pts)
- Bull-
- tuned +8.7% vs default +1.9% (beats default by 6.7 pts)
- Bear+
- tuned +6.2% vs default -0.6% (beats default by 6.8 pts)
- Bear-
- tuned +3.8% vs default -3.1% (beats default by 6.9 pts)
- Chop
- tuned +0.0% vs default +0.0% (trails default by 0.0 pts)
- Quiet
- tuned +2.7% vs default -3.0% (beats default by 5.7 pts)
XRP on the 15m chart
On 15m, 5 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 +9.0% vs default -0.3% (beats default by 9.3 pts)
- Bull-
- tuned +9.2% vs default -0.9% (beats default by 10.1 pts)
- Bear+
- tuned +11.7% vs default -4.0% (beats default by 15.7 pts)
- Bear-
- tuned +14.5% vs default +1.7% (beats default by 12.7 pts)
- Chop
- tuned +0.8% vs default +0.8% (trails default by 0.0 pts)
- Quiet
- tuned +8.1% vs default -4.9% (beats default by 13.0 pts)
XRP on the 30m chart
On 30m, 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 +11.1% vs default -3.0% (beats default by 14.0 pts)
- Bull-
- tuned +21.8% vs default -0.9% (beats default by 22.6 pts)
- Bear+
- tuned +7.5% vs default +0.0% (beats default by 7.5 pts)
- Bear-
- tuned +14.4% vs default -6.6% (beats default by 21.0 pts)
- Chop
- tuned +0.0% vs default +0.0% (trails default by 0.0 pts)
- Quiet
- tuned +17.0% vs default -16.3% (beats default by 33.3 pts)
XRP 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 +30.7% vs default +1.7% (beats default by 29.0 pts)
- Bull-
- tuned +20.6% vs default +1.1% (beats default by 19.5 pts)
- Bear+
- tuned +29.2% vs default -2.5% (beats default by 31.7 pts)
- Bear-
- tuned +26.1% vs default +0.6% (beats default by 25.5 pts)
- Chop
- tuned +8.0% vs default +0.2% (beats default by 7.9 pts)
- Quiet
- tuned +18.9% vs default -4.5% (beats default by 23.4 pts)
XRP 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 +45.5% vs default -8.2% (beats default by 53.7 pts)
- Bull-
- tuned +72.8% vs default -9.4% (beats default by 82.2 pts)
- Bear+
- tuned +94.0% vs default +1.1% (beats default by 92.8 pts)
- Bear-
- tuned +71.0% vs default -4.2% (beats default by 75.2 pts)
- Chop
- tuned +57.1% vs default +14.4% (beats default by 42.7 pts)
- Quiet
- tuned +62.2% vs default +5.7% (beats default by 56.5 pts)
XRP 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 +99.1% vs default -15.0% (beats default by 114.1 pts)
- Bull-
- tuned +80.4% vs default +14.9% (beats default by 65.5 pts)
- Bear+
- tuned +94.9% vs default +6.8% (beats default by 88.2 pts)
- Bear-
- tuned +106.7% vs default -3.7% (beats default by 110.4 pts)
- Chop
- tuned +126.4% vs default +9.6% (beats default by 116.8 pts)
- Quiet
- tuned +0.0% vs default +0.0% (trails default by 0.0 pts)
How to read these XRP 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 XRP cell as a hypothesis to paper trade, not a forecast.
Trade XRP from TradingView
- 1Connect a trade-only key on a live-ready venue that lists XRP perpetuals, on testnet first.
- 2Open the TensorTrader extension's TT-Autotune tab, select that key and browse the XRP cells.
- 3Enroll the XRP 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.