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cognira vs Rock Identify

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

cognira compared with Rock Identify
Detailcognira logo cogniraRock Identify logo Rock Identify
What it doesSelf-learning AI that learns from your chats and runs on a single iMac Free online rock identifier by photo
StageStartup Not given
Founded2026 Not given
Based inGB Not given
Pricing modelFreemium Freemium
PricingFree: £0/forever with 25K tokens/week. Pro: £15/month with 500K tokens/week. Max: £30/month with 2M tokens/week. API: £1.50 per 1M tokens, minimum £5 top-up. Free 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
Key features
  • Private memory that works immediately when you teach it
  • Verified shared knowledge with public rejection ledger
  • Local MLX inference not forwarded to external API
  • cognira Entity for local on-device AI with optional weight retraining
  • OpenAI-compatible API endpoint
  • Served from single 16GB iMac not a GPU cluster
  • Background learning loop with safety filtering
  • Chat history, pinning, and search
  • One-tap Forget button to remove memories
  • No ads and no data sales
  • 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
What makes it different
  • Self-learning from user chats with verified public ledger of what stuck
  • Runs on one iMac not a GPU cluster with measurable low energy use
  • Independent model served directly, not a wrapper around external API
  • Immediate private memory plus verified weight updates to shared knowledge
  • 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
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)23 −1 (down) since last check15 −1 (down) since last check
Trust Flow (Majestic)015
Citation Flow (Majestic)2325
Referring domains (Majestic)4420

5 details filled in for both companies.

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