Micro Business + Diamond Hands

Monte Carlo Simulation Report

Simulations
25
Survival Rate
96%
Mean Price
$1.35
Mean Revenue
$197K
Decisions/Run
93.8
ROI Spread
16.04x
Exit Events
0
Timing Edge
+18.84x

Simulation Results: Micro Business + Diamond Hands

This analysis covers 25 simulations of a micro business model over 36 months.

Business Outcomes

Despite high revenue volatility, the micro business survived in 96% of cases. The square root pricing function helped dampen price swings during spiky revenue periods.

Participant Performance

▸ ROI Rankings (Mean): (3 participants)
  • Early Adopter: 22.06x ██████████
  • Founder's Friend: 19.36x ██████████
  • Committed Holder: 15.09x ██████████

Behavior Analysis:

Diamond hands outperformed in this scenario, achieving 18.84x average ROI. Their refusal to exit captured full upside when the business succeeded.

Sample Narrative

*The most dramatic story from 25 simulations:*

The Sound Depot launched in Jan 2024 selling hand-crafted website templates. In Apr 2024, server migration went sideways for a week. Then in Jan 2025, DNS propagation took down the site for 48 hours. By month 36, the business had stabilized at $5,617/month.

▸ All Business Stories: (25 stories)
  • The Sound Depot: server migration went sideways for a week (survived, $84,102 total)
  • Leo's Lo-Fi Presets: a single tweet from an influencer changed everything (survived, $283,280 total)
  • The Template Trove: Google algorithm update tanked organic traffic (survived, $315,409 total)
  • Ava's Lo-Fi Loops: accidentally went viral for the wrong reasons (but sales are sales) (failed)
  • Kai's Retro Presets: competitor went offline, redirecting their customers (survived, $195,317 total)
  • Sam's Lo-Fi Packs: landed on a popular newsletter front page (survived, $683,107 total)
  • Sofia's Retro Kits: payment processor audit froze payouts (survived, $105,360 total)
  • Warm Static: DNS propagation took down the site for 48 hours (survived, $78,195 total)
  • The Beat Cellar: landed on Indie Hackers front page (survived, $238,226 total)
  • Sunday Morning: accidentally shipped the wrong product to a reviewer (survived, $100,711 total)
  • Max's Warm Beats: a Reddit post meant as a joke somehow converted (survived, $282,637 total)
  • The Template Trove: accidentally went viral for the wrong reasons (but sales are sales) (survived, $148,800 total)
  • Theo's Cozy Presets: negative review from a popular tech blogger hurt conversions (survived, $105,673 total)
  • Zara's Neon Sounds: DNS propagation took down the site for 48 hours (survived, $107,060 total)
  • Chen's Vintage Loops: key supplier delayed shipments (survived, $85,607 total)
  • The Sound Depot: SEO finally kicked in after months of content (survived, $66,094 total)
  • Easy Mode: SEO finally kicked in after months of content (survived, $971,086 total)
  • Nina's Minimal Templates: DNS propagation took down the site for 48 hours (survived, $82,649 total)
  • Omar's Neon Icons: a single tweet from an influencer changed everything (survived, $182,787 total)
  • The Preset Vault: Mia's cat walked across the keyboard and deleted the landing page (survived, $67,646 total)
  • Raj's Minimal Icons: SEO finally kicked in after months of content (survived, $138,070 total)
  • Slow Burn: Google algorithm update tanked organic traffic (survived, $125,890 total)
  • The Icon Set: competitor went offline, redirecting their customers (survived, $169,709 total)
  • Dev's Vintage Beats: negative review from a popular tech blogger hurt conversions (survived, $51,906 total)
  • Night Owl: Isla's cat walked across the keyboard and deleted the landing page (survived, $143,792 total)

Economic Observations

The √S pricing function dampened business volatility to 16% 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 (22.06x), while Committed Holder achieved lowest (15.09x).

Design Principle Check

Implication: For micro businesses with similar parameters, the token system creates meaningful value for early contributors.