AI trader
$11,316
01 the race
Can a scikit-learn model beat 100 monkeys throwing darts?
last tick 2026-09-14 · ok · 14.9s in the lead AI · $11,316 · 58 / 100 monkeys above starting cash
SPY benchmark
$10,315
Random portfolio
$10,208
Best monkey today
$13,769
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
75 / 84
SPY benchmark
7 / 84
Random portfolio
2 / 84
Current streak
AI 36d
- last 10 ticks →
Today's read
Portfolio rotation
8 of 10 holdings rotated
sold AMGN, COST, DHR… ·bought ACN, AMZN, AVGO…
Top features today
- vol_60 0.0836
- vol_20 0.0675
- macd_sig 0.0481
AI vs SPY today
AI 1.00% · SPY -0.45%
delta +145 bp
AI rank in the pack
80th percentile
of 100 monkeys
Cast standout
Bob the Tech Investor ▲ 0.59%
$10,149