NEWSAR
Multi-perspective news intelligence

Trading Simulator

Paper trading comparison: ML model vs heuristic signals vs SPY benchmark.

ML Ensemble

ML
-0.29%
$99,707
Trades
4
Win Rate
25.0%
Max DD
0.4%

Heuristic

Heuristic
+0.00%
$100,000
Trades
0
Win Rate
0%
Max DD
0.0%

SPY Benchmark

Benchmark
+0.57%
$100,567
Trades
0
Win Rate
0%
Max DD
1.9%

Equity Curves

ML Ensemble
Heuristic
SPY Benchmark