GAUTAM QUANTTERMINAL
Every model in one place: Day Trader (recommended), agents, Kronos and GS-V2, with research benchmarks backtested on the same candles.
Live setups across all markets are on the Time Machine page.
Running in QuantTerminal today.
ORB, breakout, retest and flag setups on completed candles. Highest accuracy in every test (68–81%). Drives chart signals, WhatsApp alerts and broker automation. Best on gold 1h; ETH signals are paused.
Twelve specialist agents (structure, flow, risk, news) produce one consensus trade thesis.
Candlestick foundation model for multi-step price paths with an uncertainty cone.
Completed-candle trend and entry markers with Entry / SL / TP levels on the chart.
Outside strategies (vectorbt) kept for comparison because they held up on the most recent data. Backtest only: not connected to live signals or brokers.
MACD(12,26) crossing its 9-period signal line, long or short. Strongest outside result on ETH 1h, including the last 40% of the data. Low win rate (about 40%); not live.
Moving-average pair chosen on the first 60% of the data, then traded. Benchmark for the Day Trader on gold 1h. Low win rate (about 30%); not live.
Same candles, same spread, one position at a time. Win rate counts trades that closed above zero after the spread.
Gold (PAXG) · 1h · 4 Nov 2024 – 4 Nov 2026 · 17,520 candles
| Model | Trades | Win rate | TP1 hit | Profit factor | Avg / trade | Total return | Max drawdown |
|---|---|---|---|---|---|---|---|
| Day Trader SkillBest win rate | 364 | 81.0% | 81.0% | 1.62 | +0.078% | +28.4% | 2.9% |
| MACD crossover | 1,239 | 40.3% | — | 1.00 | +0.001% | +1.5% | 27.8% |
| DMAC walk-forward optimisedBest return | 374 | 29.4% | — | 1.58 | +0.196% | +73.3% | 10.9% |