Why Add Vigil to Your Stack?
Vigil works alongside your favorite tools — adding an ML intelligence layer on top.
| Feature | Vigil | LuxAlgo | 3Commas | Signal Groups |
|---|---|---|---|---|
| Signal Source | 8+1 dual-model agreement ensemble | Advanced indicators + AI charting | Bot presets / DCA | Human opinion |
| Bear Market Protection | Automatic (ensemble-gated) | Manual (user decides) | Stop-loss only | Varies |
| Backtesting | Walk-forward CV (13 years) | TradingView replay | Paper trading | None / cherry-picked |
| Model Transparency | Full (agreement scores, model votes) | Partial (indicator settings) | Limited | None |
| Setup Required | None — signals delivered | Configure indicators | Configure bots + API keys | Join group + manual trades |
| Multi-Asset Coverage | 25 assets, BTC-gated | Any TradingView chart | Exchange-dependent | Varies |
| Volatility Regime Detection | Automatic (3 regimes, per-regime models) | Manual (user interprets) | No | No |
| Position Sizing | Kelly Criterion + ATR + regime | Manual | Fixed / DCA | None |
| Starting Price | Free (Observer) | $59.99/mo | $49/mo | $50-500/mo |
Tools like LuxAlgo and 3Commas are excellent at what they do — charting, indicators, and execution. Vigil adds a different layer: an ML ensemble that tells you whether the market conditions are right to trade at all. Use Vigil as your strategic filter, and your favorite tools for tactical execution. Together, they form a complete system.
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