AI trader
$11,617
01 the race
Can a scikit-learn model beat 100 monkeys throwing darts?
last tick 2026-11-12 · ok · 9.5s in the lead AI · $11,617 · 59 / 100 monkeys above starting cash
SPY benchmark
$10,264
Random portfolio
$10,436
Best monkey today
$15,320
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
118 / 127
SPY benchmark
7 / 127
Random portfolio
2 / 127
Current streak
AI 79d
- last 10 ticks →
Today's read
Portfolio rotation
6 of 10 holdings rotated
sold CRM, GE, GOOG… ·bought AMGN, COST, INTU…
Top features today
- vol_60 0.0508
- vol_20 0.0413
- ret_5d 0.0275
AI vs SPY today
AI -0.52% · SPY -0.35%
delta -17 bp
AI rank in the pack
77th percentile
of 100 monkeys
Cast standout
Weekend Wendy ▲ 0.47%
$11,366