ProbPath vs Lyrio

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 Lyrio
Detail	ProbPath	Lyrio
What it does	Free AI probability tree generator for scenarios and calculations	AI workspace where research branches freely and context persists across sessions
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Freemium	Freemium
Pricing	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.	Starter (Free): Maximum of 10 threads per chat, pin up to 10 messages in each chat, upload 1 file per day, upload up to 5 images per day, 30 messages per day. Premium ($15/month): Unlimited threads, unlimited pins, upload up to 10 files per day, upload up to 10 images per day, unlimited messages on
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	Threaded conversations with parallel branching Pin key insights and messages Canvas document editor Multiple AI model selection Folder organization File and image uploads Export research as structured documents
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	Preserves context across sessions instead of losing information as context windows fill Organizes research into branches and threads without losing focus or context Converts research directly into structured documents through Canvas Supports multiple AI models with context maintained across switches Treats unresolved questions as valuable knowledge to preserve and search
Community votes	0	0
DR (Domain Rating by Ahrefs)	5 no change since last check	2 no change since last check
Trust Flow (Majestic)	17	4
Citation Flow (Majestic)	20	18
Referring domains (Majestic)	16	29

5 details filled in for both companies.

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