TT-Autotune · data 2026-09-26
PUMP trading bot: TT-Autotune tuned results by timeframe and regime
Tuned vs default Lorentzian Classification results for PUMP across 4 timeframes and six market regimes, and how to automate PUMP from TradingView paper first.
PUMP 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 PUMP: 4 trained timeframes (15m, 30m, 1h, 4h) and 24 regime cells, of which 23 beat the stock default settings.
On tuned ROI averaged across regimes, the strongest PUMP timeframe is 1h (+54.2% mean), and its best single regime is Bull+ at +70.9%. 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.
PUMP on the 15m chart
On 15m, 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 +33.2% vs default -11.9% (beats default by 45.1 pts)
- Bull-
- tuned +22.6% vs default -11.8% (beats default by 34.4 pts)
- Bear+
- tuned +35.2% vs default -8.0% (beats default by 43.2 pts)
- Bear-
- tuned +13.4% vs default -6.2% (beats default by 19.6 pts)
- Chop
- tuned +59.0% vs default +8.4% (beats default by 50.6 pts)
- Quiet
- tuned +11.6% vs default -0.7% (beats default by 12.2 pts)
PUMP on the 30m chart
On 30m, 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 +49.8% vs default -5.6% (beats default by 55.4 pts)
- Bull-
- tuned +72.6% vs default -18.0% (beats default by 90.6 pts)
- Bear+
- tuned +16.6% vs default +0.0% (beats default by 16.6 pts)
- Bear-
- tuned +49.0% vs default -10.5% (beats default by 59.5 pts)
- Chop
- tuned +18.8% vs default -4.6% (beats default by 23.4 pts)
- Quiet
- tuned +67.5% vs default -5.1% (beats default by 72.6 pts)
PUMP 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 +70.9% vs default -14.3% (beats default by 85.3 pts)
- Bull-
- tuned +59.6% vs default +3.2% (beats default by 56.4 pts)
- Bear+
- tuned +62.1% vs default -7.1% (beats default by 69.2 pts)
- Bear-
- tuned +50.6% vs default -3.5% (beats default by 54.1 pts)
- Chop
- tuned +61.4% vs default -16.8% (beats default by 78.3 pts)
- Quiet
- tuned +20.6% vs default +0.1% (beats default by 20.5 pts)
PUMP on the 4h chart
On 4h, 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 +24.9% vs default -1.3% (beats default by 26.1 pts)
- Bull-
- tuned +63.4% vs default -6.5% (beats default by 69.9 pts)
- Bear+
- tuned +39.3% vs default -3.1% (beats default by 42.4 pts)
- Bear-
- tuned +22.8% vs default -20.2% (beats default by 43.0 pts)
- Chop
- tuned +39.4% vs default +9.9% (beats default by 29.5 pts)
- Quiet
- tuned +0.0% vs default +0.0% (trails default by 0.0 pts)
How to read these PUMP 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 PUMP cell as a hypothesis to paper trade, not a forecast.
Trade PUMP from TradingView
- 1Connect a trade-only key on a live-ready venue that lists PUMP perpetuals, on testnet first.
- 2Open the TensorTrader extension's TT-Autotune tab, select that key and browse the PUMP cells.
- 3Enroll the PUMP 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.