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LLM Flow Designer vs Onlay

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

LLM Flow Designer compared with Onlay
DetailLLM Flow Designer logo LLM Flow DesignerOnlay logo Onlay
What it doesVisual builder for deterministic AI agent networks Publish documents for feedback, pull edits and comments back into your agent
StageNot given Not given
FoundedNot given Not given
Based inNot given GB
Pricing modelFreemium Not given
PricingPay-what-you-think pricing during soft launch with a minimum of $5/month. 7-day money-back guarantee after activation. Free plan: $0, up to five active documents, documents up to 4 MB, 1 GB storage, last ten versions restorable, invite up to ten people per document. Pro plan: $10 USD per month (billed as $120 per year) or $12 USD per month (billed monthly), unlimited active documents, documents up to 16 MB, 50 GB st
Key features
  • Real-time execution tracking with token cost monitoring
  • PDF rasterization and chunking for image-based PDFs
  • Dynamic document loading from Google Drive, APIs, and MCP sources
  • Quorum-based consensus verification for field extraction
  • Loop patterns for iterating over LLM list elements
  • Field-level context mapping between nodes
  • Self-hosted execution with customer API keys
  • Encrypted credential management for Drive, REST, URLs, and MCP
  • Non-technical user interface for prompt and flow editing
  • Publish HTML or Markdown files with shareable links
  • Readers can leave comments and edit text with author permission
  • Pull edits and comments back as structured data
  • MCP server for agents without file or command access
  • Custom share links with passwords and expiry dates on Pro
  • Version history with restore capability
  • Publish entire folders as sites on Pro plan
  • Connect to external APIs and embed sites on Pro
What makes it different
  • Precise control over agent paths without code-first framework overhead
  • Field-level context injection instead of dumping all data into prompts
  • Live control and inspection without redeployment cycles
  • Compliance-ready with self-hosted execution and customer-controlled keys
  • Purpose-built for PDF pipelines and document extraction workflows
  • Documents stay active at stable links across multiple published versions
  • Works natively with AI coding agents without requiring manual context management
  • CLI does not require Node, Python or other runtime dependencies
  • Screenshots in comments are listed by ID and only fetched on request
Community votes00
DR (Domain Rating by Ahrefs)4 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)160
Citation Flow (Majestic)270
Referring domains (Majestic)1880

4 details filled in for both companies.

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