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Distribution Framework vs ProbPath

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Distribution Framework compared with ProbPath
DetailDistribution Framework logo Distribution FrameworkProbPath logo ProbPath
What it doesClaude Code growth system for SaaS founders to find customers Free AI probability tree generator for scenarios and calculations
StageNot given Not given
FoundedNot given Not given
Based inRO Not given
Pricing modelPaid Freemium
PricingLaunch Price: $39 (originally $149). Bundle with NuxtBeyond: $89 (originally $399). Price increases by $10 every 5 sales; 3/5 sold at current price. Includes GitHub repository access, 8 AI agents, 4 content skills, templates, lifetime updates, and bonus case studies. Basic: $0 forever with 5 free AI credits, manual editing, up to 3 saved trees, and white-background PNG export. 500 Credits: $12.90 one-time, valid for 30 days, covers roughly 100-160 polished trees. 2,000 Credits: $26.90 one-time, valid for 30 days, covers roughly 400-650 polished trees.
Key features
  • Real case studies from 8+ founders
  • Natural language scenario description
  • Automatic calculation and validation of probabilities
  • Conversational refinement via chat
  • Direct canvas editing of nodes and branches
  • Support for conditional probability and dependent events
  • Export to PNG, PDF, and SVG formats
  • Multi-language natural language support
  • Responsive tree layout engine
  • Save and manage multiple probability trees
  • Question answering about tree probabilities
What makes it different
  • Built from and tested on real founder success cases including Tweet Hunter and Chatbase
  • One-time purchase with lifetime access and GitHub updates
  • Optimized for Claude Code but strategies work standalone
  • Automatic calculation and validation of all probabilities without manual math
  • Conversational chat interface for refining scenarios on the fly
  • Natural language input requires no modeling skills or drawing
  • Handles both independent and dependent probability events
  • Instant downstream recalculation when edits are made
Community votes00
DR (Domain Rating by Ahrefs)19 −1 (down) since last check5 no change since last check
Trust Flow (Majestic)2117
Citation Flow (Majestic)3420
Referring domains (Majestic)239616

5 details filled in for both companies.

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