Back to Kamla
Public track record · paper trading

Watch it prove itself. In public. Before you risk a cent.

The brain forward-trades a consolidated paper book on real Alpaca accounts — from $50 to $5,000, the same brain. Every order, fill and red day is here, no cherry-picks and no real money at risk yet. Operational data, not a promise of returns.

Return since funding

+11.72%

Equity: $5,921vs SPY +10.54%
Validation gate · live
honest, like-for-like scoring

Watch the brain earn its promotion.

To be promoted it must consistently beat the market across clean sessions. Follow the progress live — when it passes, it's because it earned it, not because we picked the good days.

12
20 clean sessions

~8 sessions to the verdict

Directional hit-rate

Awaiting n≥80

Beats SPY (ref ≥ 60%)

6 / 12 · cum +6.71%

Max drawdown (ref ≤ 8%)

5.28%

The same brain, from $50 to $5,000

One account per tier, no cherry-picks: the consolidated figure above is exactly these three summed.

Updated 30 Jun, 03:47

$50 seed

2 pos · 39.7%

$52

+4.04% vs seed+2.86% vs SPY

$250 seed

2 pos · 39.7%

$261

+4.22% vs seed+4.00% vs SPY

$5,000 seed

4 pos · 78.3%

$5,608

+12.17% vs seed+11.94% vs SPY

Executed trades

150

118 filled

Execution slippage

2 bps

Decision price vs fill (− is better)

Open positions

8

Across the book's accounts

Combined equity curve

All three paper accounts, since tracking began.

Updated 30 Jun, 03:47

Methodology note

The brain decides once per session and forward-trades real Alpaca paper accounts. The consolidated figure sums one account per tier ($50 / $250 / $5,000), anchored to seed capital; vs SPY compares to the market over the same window. The validation gate uses the same honest, like-for-like scoring we use to promote it internally. Paper trading — educational and informational only, not financial advice nor a promise of future returns.