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Rock Identify vs CoChat

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

Rock Identify compared with CoChat
DetailRock Identify logo Rock IdentifyCoChat logo CoChat
What it doesFree online rock identifier by photo AI research workspace that verifies every source
StageNot given Startup
FoundedNot given 2025
Based inNot given Not given
Pricing modelFreemium Freemium
PricingFree plan: 3 identifications and 1 follow-up per day, basic value range, up to 200 saved specimens when signed in. Plus plan: $2.50 per month billed yearly ($29.99 annually) or $9.99 per month billed monthly; 100 requests a day shared across identifications and follow-ups, detailed price analysis, m Free: Unlimited messages with free models, access to Basic Models, real-time collaboration, side-by-side model comparison, 3 file uploads per day, 10 citation verifications, 10 GB Zotero Storage. Starter: $9 per month includes everything in Free plus Premium Models, 5x higher usage, 20 file uploads
Key features
  • Upload 1-3 photos of the same rock from different angles
  • AI-powered photo analysis to suggest rock matches
  • View visible clues, limitations and possible alternatives for each match
  • Follow-up questions about lookalikes and properties
  • Save photos, results and conversations to an account
  • Browse reference links to educational resources for suggested matches
  • Track daily identification allowance remaining
  • Price analysis and estimated value range for specimens
  • Search 200M+ academic papers
  • Verify citations against CrossRef and Semantic Scholar
  • Real-time collaboration with advisors and co-authors
  • Compare responses from multiple AI models
  • 250+ integrations with research tools
  • Automated research workflows
  • Generate literature review tables
  • Create flashcards and study materials
  • PRISMA diagram generation
  • Cloud workspace to run code
What makes it different
  • No sign-up or app download required to start identifying rocks
  • Photo-based identification with transparent uncertainty acknowledgment
  • Works on any device with a browser and internet connection
  • Mobile-friendly with camera option where supported
  • All photo tools share the same subscription and daily allowance
  • Verifies every citation against academic databases instead of guessing
  • Addresses the citation problem where 1 in 4 citations misrepresent their source
  • Built on Open WebUI, the most widely used open-source AI interface
  • Real-time team collaboration in the same AI workspace
  • Cross-reference AI model outputs to catch hallucinations
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)15 −1 (down) since last check11 −23 (down) since last check
Trust Flow (Majestic)157
Citation Flow (Majestic)2528
Referring domains (Majestic)20123

5 details filled in for both companies.

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