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ProbPath vs Molecule.dev

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

ProbPath compared with Molecule.dev
DetailProbPath logo ProbPathMolecule.dev logo Molecule.dev
What it doesFree AI probability tree generator for scenarios and calculations Open-source, swappable packages and an AI that assembles them into full-stack apps that scale.
StageNot given Not given
FoundedNot given Not given
Based inNot given US
Pricing modelFreemium Freemium
PricingBasic: $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. Free tier available with real sandbox time. Pro and Team plans available, billed monthly or yearly. Enterprise plans available upon contact.
Key features
  • 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
  • Free tier with real sandbox environment
  • AI code generation using multiple frontier models
  • CLI tool for local development
  • Private code never used for model training
  • Multi-provider AI model support
  • Built-in AI without requiring user API keys
  • Team and project sharing features
What makes it different
  • 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
  • Users retain full ownership of generated code and projects
  • Privacy guarantee: no AI model training on private content
  • Composable open-source package architecture
  • Flexible AI model provider selection
Community votes00
DR (Domain Rating by Ahrefs)5 no change since last check7 no change since last check
Trust Flow (Majestic)174
Citation Flow (Majestic)2030
Referring domains (Majestic)1651

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