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Papaya vs fabPlane

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

Papaya compared with fabPlane
DetailPapaya logo PapayafabPlane logo fabPlane
What it doesOptimize AI Agents for Quality, Latency & Cost Design PCBs with an agent that works in KiCad
StageNot given Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelFreemium Free
PricingDeveloper (Free): 1 agent, up to 1,000 traces/month. Business ($500/month): up to 3 agents, 50,000 traces/month. Enterprise (Custom): unlimited agents with PII redaction, SLA guarantees, and dedicated support. Not given
Key features
  • Automatic trace and agent detection
  • Analysis across agent traces and code
  • Ranked improvements for quality, latency, and cost
  • Interactive LLM Judge
  • Slack alerts and pull requests for approved fixes
  • Live observability across every agent
  • Automatic use case grouping
  • PII scrubbing for sensitive data
  • Multi-model SDK support
  • AI agent drafts schematics and board layouts based on text descriptions
  • Review changes as diffs before applying to your project
  • Works directly on KiCad .kicad_pro files with no conversion needed
  • Catalog of open hardware projects to explore and edit
  • Manufacturing checks and ordering integration
  • 3D board preview and visualization
  • Browser-based project exploration without desktop app
  • MCP server support for Claude Code and Codex
  • Autorouter and design rule checker integration
  • Cross-platform support for macOS, Windows and Linux
What makes it different
  • Ranked fixes by impact instead of one-trace-at-a-time analysis
  • Works alongside existing observability tools without replacement
  • Evidence-backed recommendations tied to real outcomes
  • Compounds improvements over time as more traces arrive
  • AI agent works inside real KiCad, not screenshots, with every change reviewable as a diff
  • Completely free to download and use with no conversion or lock-in of your files
  • Catalog of open hardware designs ready to build or fork
  • Integrated manufacturing workflow from design review to order
  • Works with existing KiCad projects without requiring reimport
Community votes00
DR (Domain Rating by Ahrefs)7 no change since last check10 no change since last check
Trust Flow (Majestic)90
Citation Flow (Majestic)2921
Referring domains (Majestic)4717

4 details filled in for both companies.

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