NEWSAR
Multi-perspective news intelligence

Trading Simulator

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

ML Ensemble

ML
-1.26%
$98,741
Trades
39
Win Rate
41.0%
Max DD
7.7%

Heuristic

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

SPY Benchmark

Benchmark
+3.15%
$103,150
Trades
0
Win Rate
0%
Max DD
3.4%

Equity Curves

ML Ensemble
Heuristic
SPY Benchmark