AI trader
$9,951
01 the race
Can a scikit-learn model beat 100 monkeys throwing darts?
last tick 2026-07-23 · ok · 9.9s in the lead SPY · $10,009 · 47 / 100 monkeys above starting cash
SPY benchmark
$10,009
Random portfolio
$9,974
Best monkey today
$12,994
Equity curves
$10,000 starting cash · 5bp transaction cost · real S&P 500 bars
AI vs SPY vs Random portfolio
- AI trader
- SPY benchmark
- Random portfolio
Random portfolio
- Mean of 100 monkeys
Race scoreboard
days each leader closed the tick on top · ignores ties within 0.1%
AI trader
39 / 48
SPY benchmark
7 / 48
Random portfolio
2 / 48
Current streak
SPY 1d
- last 10 ticks →
Today's read
Portfolio rotation
6 of 10 holdings rotated
sold ABT, GE, META… ·bought AAPL, LIN, MA…
Top features today
- vol_60 0.0827
- vol_20 0.0629
- macd_sig 0.0458
AI vs SPY today
AI -2.69% · SPY -1.22%
delta -147 bp
AI rank in the pack
48th percentile
of 100 monkeys
Cast standout
Valerie the Value Hunter ▲ 2.29%
$10,979