Micro Business + Diamond Hands
Monte Carlo Simulation Report
Simulation Results: Micro Business + Diamond Hands
This analysis covers 1 simulations of a micro business model over 36 months.
- Business survival rate: 100%
- Mean final token price: $1.17
- Revenue share (α): 20%
- Initial participant count: 3
Business Outcomes
Despite high revenue volatility, the micro business survived in 100% of cases. The square root pricing function helped dampen price swings during spiky revenue periods.
- Mean: $61,610
- Median: $61,610
- Range: $61,610 - $61,610
Participant Performance
ROI Rankings (Mean): (3 participants)
- Early Adopter: 9.39x █████████
- Founder's Friend: 8.84x ████████
- Committed Holder: 7.82x ███████
Behavior Analysis:
Diamond hands outperformed in this scenario, achieving 8.68x average ROI. Their refusal to exit captured full upside when the business succeeded.
Sample Narrative
So Leo started Leo's Chill Sounds back in Jan 2024, creating lo-fi beat packs for content creators. They kicked off at around $857 a month—not bad for a side project.
Things got rough early though. Payment processor audit froze payouts. Revenue tanked, and honestly? Most people would've given up right there.
But here's the crazy part: in Mar 2025, competitor went offline, redirecting their customers. We're talking a 3.9x spike. The kind of month that makes you think maybe this thing could actually work.
Leo's Chill Sounds is still going—about $61,610 in total revenue so far. It's not going to make anyone rich, but Leo's built something real.
- Jan 2024: LAUNCHED at $857 MRR
- Jun 2024: Payment processor audit froze payouts (revenue crashed)
- Jun 2024: Website migration disaster
- Sep 2024: Stabilized at a comfortable revenue level
- Mar 2025: Competitor went offline, redirecting their customers (3.9x spike)
- Apr 2025: Key supplier delayed shipments (revenue crashed)
- Apr 2025: Legal issue required temporary shutdown
- Jan 2026: Server migration went sideways for a week (revenue crashed)
- Oct 2026: Negative review from a popular tech blogger hurt conversions (revenue crashed)
- Dec 2026: Stabilized at $1,932/month
- Leo's Chill Sounds: payment processor audit froze payouts (survived, $61,610 total)
Economic Observations
- Final price range: $1.17 - $1.17
- Coefficient of variation: 0.0%
The √S pricing function dampened business volatility to 0% price variation—achieving the design goal of bounded volatility while preserving price discovery.
Supply Floor (S_min = 1000): The minimum supply floor prevented price collapse in failure scenarios. Floor price: $0.25. No simulation reached the floor, indicating adequate supply cushion.
Exit Queue Mechanism: With high survival rate, exit queues typically cleared quickly. The FIFO queue processed exits from ongoing revenue without delays.
Key Findings
1. High survival rate rewards patience. Diamond hands and long-term holders outperformed reactive strategies in this scenario.
2. Early Adopter achieved highest returns (9.39x), while Committed Holder achieved lowest (7.82x).
Design Principle Check
- ✗ Early contributor reward: 9.1x ROI for month 1-2 entrants vs 7.8x for later (1.2x advantage)
- ✓ Floor protection: No runs hit S_min
- ✓ Exit liquidity: High survival enabled queue clearance without secondary markets
Implication: For micro businesses with similar parameters, the token system creates meaningful value for early contributors.