TT-Autotune · data 2026-10-11
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.
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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 (+61.4% mean), and its best single regime is Bull+ at +100.5%. 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.
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 +27.6% vs default -7.5% (beats default by 35.1 pts)
- Bull-
- tuned +23.1% vs default -9.3% (beats default by 32.3 pts)
- Bear+
- tuned +25.1% vs default -0.0% (beats default by 25.1 pts)
- Bear-
- tuned +16.5% vs default -3.4% (beats default by 19.8 pts)
- Chop
- tuned +57.9% vs default +6.4% (beats default by 51.6 pts)
- Quiet
- tuned +15.5% vs default -0.7% (beats default by 16.3 pts)
PUMP on the 30m chart
On 30m, 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 +31.9% vs default -5.1% (beats default by 37.0 pts)
- Bull-
- tuned +52.8% vs default -9.6% (beats default by 62.4 pts)
- Bear+
- tuned +32.0% vs default -2.4% (beats default by 34.4 pts)
- Bear-
- tuned +39.3% vs default -10.2% (beats default by 49.5 pts)
- Chop
- tuned +31.6% vs default -3.5% (beats default by 35.1 pts)
- Quiet
- tuned +57.8% vs default -23.1% (beats default by 80.9 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 +100.5% vs default -17.2% (beats default by 117.7 pts)
- Bull-
- tuned +71.2% vs default -0.9% (beats default by 72.0 pts)
- Bear+
- tuned +33.7% vs default +2.0% (beats default by 31.7 pts)
- Bear-
- tuned +61.1% vs default -0.1% (beats default by 61.2 pts)
- Chop
- tuned +83.3% vs default -25.1% (beats default by 108.4 pts)
- Quiet
- tuned +18.5% vs default -0.3% (beats default by 18.8 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 +44.2% vs default -1.3% (beats default by 45.5 pts)
- Bull-
- tuned +51.7% vs default -6.5% (beats default by 58.2 pts)
- Bear+
- tuned +47.8% vs default -2.2% (beats default by 50.0 pts)
- Bear-
- tuned +33.5% vs default -10.7% (beats default by 44.2 pts)
- Chop
- tuned +37.9% vs default +9.9% (beats default by 28.0 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.