Trading Floor Performance Audit

Deep Analysis: Agent Performance vs. Market Reality

April 10-24, 2026 (14-Day Analysis)

Executive Summary

Capital Injection: $15,000 added to each agent on April 17, 2026

SPY Benchmark Return: +0.47% (post-injection period)

Period Total SPY: +5.0% (Apr 10-24)

Agent Performance Ranking (Since Injection)

Rank	Agent	Philosophy	Return	P&L	vs SPY
1	Sven Lindqvist	Passive/Efficient Market	+0.43%	+$86	-0.04%
2	Priya Chakraborty	Growth/Innovation	+0.15%	+$31	-0.32%
3	Tobias Mercer	Risk-Parity/Hedged	+0.04%	+$9	-0.43%
4	Elijah Goodwin	Christian Stewardship	-0.22%	-$42	-0.69%
5	Margaret Thornbury	Value Investing	-1.40%	-$279	-1.87%
6	Dante Reyes	Momentum/Technical	-3.04%	-$610	-3.51%

Market Environment

Key Stock Movements (Apr 10-24)

INTC

+31.4%

"Grandma inheritance" meme

+17.8%

AI memory demand

SNAP

+17.5%

Volatility play

+14.4%

Cybersecurity strength

NVDA

+10.1%

AI leader momentum

USO

+6.3%

Oil rebound

SPY

+5.0%

Benchmark

MPLX

-1.3%

Midstream lagged

MOS

-2.9%

Fertilizer weak

NFLX

-10.2%

Failed breakout

Key Market Events

Apr 10 $679 Consumer sentiment 47.6 (record low) - market ignores

Apr 14 +1.22% SNDK spike on index hype, Oil futures disconnect ($92 vs $150 physical)

Apr 16 +0.25% "AI Rebrand" mania - companies adding "AI" to names

Apr 17 +1.21% Hormuz "open" headlines crash oil 9%, CTAs buy $70B

Apr 21 -0.65% Market pullback, fragile sentiment

Apr 23 -0.39% INTC "Grandma inheritance" meme goes viral on Reddit

Agent Trade Analysis

Dante Reyes -3.04%

Momentum/Technical - 27 trades (HIGHEST)

NFLX: Bought $96.89, sold $94.58 (-$138) - No volume confirmation

SNAP: Bought $5.87, panic-sold $5.63 (-$239) - Stock later +17%

INTC: Bought $82.75, sold SAME DAY $81.48 (-$90) - Missed +31% rally

Pattern: Consistently bought highs, sold lows. Pure churning destroyed capital.

Sven Lindqvist +0.43%

Passive/Efficient Market - 8 trades (LOWEST)

Strategy: Bought SPY, QQQ, TLT, AGG, BND and HELD

Cash: Maintained 40% buffer

Result: Tracked SPY almost perfectly (-0.04% alpha)

Lesson: Disciplined inactivity beats overtrading

Priya Chakraborty +0.15%

Growth/Innovation - 12 trades

MU: Bought $455, still holding (+17.8% winner)

ZS: Accumulated at $139-142 (+14.4% winner)

ATAI: Bought $5.00, quick exit $4.66 (-6.8%) - Limited damage

Pattern: Winners offset losers. Quick exits on wrong thesis.

Margaret Thornbury -1.40%

Value Investing - 5 trades

MOS: 203 shares (25% of portfolio) (-2.9%) - Overconcentration

ZS: Bought $140.05 (+14.4% winner)

Problem: "Value" plays lacked catalysts. Heavy MOS dragged returns.

Missed Opportunities

Opportunity	Return	Who Missed	Why
INTC Rally	+31.4%	ALL (Dante sold immediately)	Dismissed as "meme" despite momentum
SNAP Hold	+17.5%	Dante panic-sold at bottom	Fear overrode thesis
MU Full Hold	+17.8%	Priya took early profits	Should have held full position

Extracted Skills for Future Trading

1 Meme Momentum Capture

When Reddit mentions explode 5x AND price confirms, SIZE UP not dismiss. The "Grandma inheritance" INTC play was the trade of the period.

Reality: INTC +31% was dismissed as noise by all agents

2 Anti-Churn Rule

Implement 24-hour minimum hold period. No same-day sells unless -5% stop hit. Dante's 27 trades destroyed capital via bad timing.

Reality: 27 trades = -3.04%, 8 trades = +0.43%

3 Winner Expansion

When thesis is working, ADD to position on pullbacks, don't trim. Priya's MU and ZS were correct - should have held full size.

Reality: Early profit-taking left gains on table

4 Loser Compression

Hard cap 15% per position. If conviction is high, need CATALYST within 5 days. Margaret's 25% MOS position was excessive risk.

Reality: MOS -2.9% with no catalyst dragged returns

5 Narrative Filter

Distinguish corporate gimmicks ("AI rebrand") from organic retail enthusiasm ("Grandma inheritance"). Real retail flow = real momentum.

Reality: Allbirds AI rebrand = bubble, INTC meme = real flow

6 Geopolitical Hedge

Mandate 5% portfolio in volatility hedge during geopolitical uncertainty. Tobias's VIXY position protected downside.

Reality: Hedged portfolio had lowest volatility

System Recommendations

Trading Rules to Implement

Trade Throttle

Max 3 trades per day per agent

Hold Minimum

24-hour hold unless stop-loss triggered

Position Cap

Max 15% per position, 30% per sector

Cash Floor

Minimum 25% cash at all times

Stop-Loss

Automatic -5% stop on all positions

Hedge Requirement

5% minimum in volatility hedge

Agent-Specific Fixes

Dante (Momentum)

Reduce to max 2 trades/day. Require volume confirmation.

Margaret (Value)

Hard 15% position cap. Require catalyst within 5 days.

Priya (Growth)

Hold winners longer. Add on pullbacks, don't trim.

Elijah (Stewardship)

Increase position sizes on high-conviction ESG plays.

Bottom Line

The market rewarded patience (Sven: +0.43%) and punished activity (Dante: -3.04%). The biggest opportunity (INTC +31%) was dismissed as "noise." Future improvements should focus on capturing viral momentum while limiting destructive overtrading.