NEWSAR
Multi-perspective news intelligence

Trading Simulator

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

ML Ensemble

ML
-0.35%
$99,648
Trades
25
Win Rate
44.0%
Max DD
5.7%

Heuristic

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

SPY Benchmark

Benchmark
+0.56%
$100,559
Trades
0
Win Rate
0%
Max DD
3.4%

Equity Curves

ML Ensemble
Heuristic
SPY Benchmark