Micro Business + Diamond Hands
Monte Carlo Simulation Report
Simulation Results: Micro Business + Diamond Hands
This analysis covers 10 simulations of a micro business model over 36 months.
- Business survival rate: 90%
- Mean final token price: $1.35
- Revenue share (α): 20%
- Initial participant count: 3
Business Outcomes
Despite high revenue volatility, the micro business survived in 90% of cases. The square root pricing function helped dampen price swings during spiky revenue periods.
- Mean: $201,581
- Median: $110,319
- Range: $43,775 - $790,384
Participant Performance
ROI Rankings (Mean): (3 participants)
- Early Adopter: 22.59x ██████████
- Founder's Friend: 19.74x ██████████
- Committed Holder: 15.24x ██████████
Behavior Analysis:
Diamond hands outperformed in this scenario, achieving 19.19x average ROI. Their refusal to exit captured full upside when the business succeeded.
Sample Narrative
The most dramatic story from 10 simulations:
Luna's Lo-Fi Icons launched in Jan 2024 selling ambient study music packs. In May 2024, key supplier delayed shipments. Then in Mar 2025, server migration went sideways for a week. By month 36, the business had stabilized at $4,206/month.
- Jan 2024: LAUNCHED at $0 MRR
- May 2024: Key supplier delayed shipments (revenue crashed)
- Aug 2024: Landed on a popular newsletter front page (4.6x spike)
- Apr 2025: A single tweet from an influencer changed everything (3.1x spike)
- Mar 2026: Accidentally went viral for the wrong reasons (but sales are sales) (3.5x spike)
- Apr 2026: SEO finally kicked in after months of content (7.4x spike)
- Jun 2026: Stabilized at a comfortable revenue level
- Nov 2026: Landed on a popular newsletter front page (3.5x spike)
- Dec 2026: SEO finally kicked in after months of content (3.2x spike)
- Dec 2026: Stabilized at $4,206/month
All Business Stories: (10 stories)
- Luna's Lo-Fi Icons: key supplier delayed shipments (survived, $110,319 total)
- The Texture Pack: featured on a popular tech reviewer (survived, $90,712 total)
- The Design Attic: negative review from a popular tech blogger hurt conversions (failed)
- The Sound Depot: Google algorithm update tanked organic traffic (survived, $64,188 total)
- Dev's Chill Sounds: Dev's cat walked across the keyboard and deleted the landing page (survived, $74,641 total)
- The Beat Cellar: a Reddit post meant as a joke somehow converted (survived, $354,279 total)
- Isla's Vintage Packs: Stripe account suspended pending review (survived, $790,384 total)
- Amara's Chill Loops: Google algorithm update tanked organic traffic (survived, $296,273 total)
- The Asset Shop: Google algorithm update tanked organic traffic (survived, $132,873 total)
- Leo's Neon Loops: Stripe account suspended pending review (survived, $58,365 total)
Economic Observations
- Final price range: $1.14 - $1.94
- Coefficient of variation: 18.0%
The √S pricing function dampened business volatility to 18% 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 (22.59x), while Committed Holder achieved lowest (15.24x).
Design Principle Check
- ✓ Early contributor reward: 21.2x ROI for month 1-2 entrants vs 15.2x for later (1.4x advantage)
- ✓ Bounded volatility: Revenue CV 109% → Price CV 18% (84% dampening)
- ✓ 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.