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TT-Autotune · data 2026-11-13

MUMU trading bot: TT-Autotune tuned results by timeframe and regime

Tuned vs default Lorentzian Classification results for MU across 2 timeframes and six market regimes, and how to automate MU from TradingView paper first.

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MU 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 MU: 2 trained timeframes (5m, 15m) and 12 regime cells, of which 11 beat the stock default settings.

On tuned ROI averaged across regimes, the strongest MU timeframe is 15m (+20.0% mean), and its best single regime is Chop at +27.6%. 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.

MU on the 5m chart

On 5m, 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 +7.5% vs default +0.4% (beats default by 7.1 pts)
Bull-
tuned +3.4% vs default -2.9% (beats default by 6.3 pts)
Bear+
tuned +2.6% vs default +0.3% (beats default by 2.3 pts)
Bear-
tuned +3.9% vs default -2.7% (beats default by 6.6 pts)
Chop
tuned +0.0% vs default +0.0% (trails default by 0.0 pts)
Quiet
tuned +1.6% vs default -12.1% (beats default by 13.8 pts)

MU 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 +19.6% vs default -18.0% (beats default by 37.6 pts)
Bull-
tuned +16.1% vs default -12.8% (beats default by 28.8 pts)
Bear+
tuned +26.0% vs default -7.6% (beats default by 33.6 pts)
Bear-
tuned +19.9% vs default -16.3% (beats default by 36.2 pts)
Chop
tuned +27.6% vs default -2.3% (beats default by 29.9 pts)
Quiet
tuned +10.7% vs default -9.0% (beats default by 19.7 pts)

How to read these MU 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 MU cell as a hypothesis to paper trade, not a forecast.

Trade MU from TradingView

  1. 1Connect a trade-only key on a live-ready venue that lists MU perpetuals, on testnet first.
  2. 2Open the TensorTrader extension's TT-Autotune tab, select that key and browse the MU cells.
  3. 3Enroll the MU timeframes you want; each becomes one strategy alert with its regime champions injected.
  4. 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.

Guides · Start on paper