Micro Business + Diamond Hands

Monte Carlo Simulation Report

Simulations
20
Survival Rate
90%
Mean Price
$1.36
Mean Revenue
$723K
Decisions/Run
85.7
ROI Spread
229.55x
Exit Events
0
Timing Edge
+58.97x

Simulation Results: Micro Business + Diamond Hands

This analysis covers 20 simulations of a micro business model over 36 months.

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.

The significant gap between mean and median revenue indicates a right-skewed distribution with occasional extreme successes.

Participant Performance

▸ ROI Rankings (Mean): (3 participants)
  • Early Adopter: 78.80x ██████████
  • Founder's Friend: 61.86x ██████████
  • Committed Holder: 36.26x ██████████

Behavior Analysis:

Diamond hands outperformed in this scenario, achieving 58.97x average ROI. Their refusal to exit captured full upside when the business succeeded.

Sample Narrative

*The most dramatic story from 20 simulations:*

Cozy Corners launched in Jan 2024 providing focus music for remote workers. In May 2024, key supplier delayed shipments. Then in Jan 2025, Stripe account suspended pending review. By month 36, the business had stabilized at $2,082/month.

▸ All Business Stories: (20 stories)
  • Cozy Corners: key supplier delayed shipments (survived, $54,529 total)
  • The Preset Vault: Stripe account suspended pending review (survived, $50,330 total)
  • The Preset Vault: holiday season surge brought unexpected traffic (survived, $162,220 total)
  • The Texture Pack: New Year season surge brought unexpected traffic (survived, $141,952 total)
  • Golden Hour: Stripe account suspended pending review (survived, $67,745 total)
  • The Loop Library: server migration went sideways for a week (survived, $43,786 total)
  • The Icon Set: accidentally shipped the wrong product to a reviewer (survived, $175,691 total)
  • The Font Foundry: DNS propagation took down the site for 48 hours (survived, $23,477 total)
  • Tiny Wins: payment processor audit froze payouts (survived, $41,945 total)
  • The Texture Pack: Google algorithm update tanked organic traffic (survived, $13,151,568 total)
  • Deep Focus: Stripe account suspended pending review (survived, $50,882 total)
  • Isla's Lo-Fi Loops: a single tweet from an influencer changed everything (survived, $81,240 total)
  • Marcus's Neon Presets: key supplier delayed shipments (survived, $73,555 total)
  • Omar's Cozy Templates: key supplier delayed shipments (survived, $62,685 total)
  • The Icon Set: product went viral on TikTok (survived, $66,969 total)
  • Quiet Storm: SEO finally kicked in after months of content (failed)
  • The Icon Set: a single tweet from an influencer changed everything (failed)
  • Amara's Minimal Beats: Google algorithm update tanked organic traffic (survived, $42,921 total)
  • Soft Launch: landed on TechCrunch front page (survived, $52,350 total)
  • Sofia's Minimal Templates: Sofia's cat walked across the keyboard and deleted the landing page (survived, $69,511 total)

Economic Observations

Price variation of 58% tracked the underlying business risk. The bonding curve damped but didn't eliminate swings—appropriate for this volatility profile.

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 (78.80x), while Committed Holder achieved lowest (36.26x).

Design Principle Check

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