Research & Backtesting
One place to build everything. Train ML models (gradient boost, neural networks, regression — your choice), build signals from our feature library, assemble strategies, and watch them run against real historical data across every asset class.
When you're happy with a strategy, promote it straight to live trading. Same code, same data, same results.
Browse hundreds of pre-built features in a 4-column drill-down — filter by service, category, group, then inspect individual features with full metadata.
Train gradient boost, neural networks, regression models. Track training runs, view loss curves, compare champion vs challenger models, promote winners to live.
Assemble strategies from your signals, configure parameters, define execution rules. Run backtests across any asset class with realistic slippage and costs.
Side-by-side parameter sweeps with Sharpe, return, drawdown, and win rate. GPU-accelerated — run 1000+ combinations in parallel, then pick the best.
Every trained model versioned and catalogued. See performance metrics, training config, and deployment history. One click to deploy or rollback.
When a strategy passes your criteria, promote it straight to live trading. Same code, same data pipeline — what worked in backtest works in production.
What Research & Backtesting Covers
Three layers working together: train ML models to generate signals, configure strategies to act on those signals, and define execution rules for how orders hit the market. Your subscription tier determines the depth of each layer.
See It In Action
Preview what your backtesting workflow looks like inside the platform.
| Run | Sharpe | Return | Max DD | Win Rate | Trades |
|---|---|---|---|---|---|
| MR-001 | 2.41 | +38.7% | -4.2% | 62% | 1,847 |
| MR-002 | 1.98 | +29.1% | -6.8% | 58% | 2,103 |
| MR-003 | 2.87 | +44.3% | -3.1% | 65% | 1,592 |
| MR-004 | 1.54 | +18.6% | -9.4% | 53% | 2,890 |
How You Can Use This
Choose your level of control. Mix and match as needed.
Ready to get started?
Book a demo to see the platform in action, or get in touch with our team.