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ChemAI Atlas vs Codebase

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

ChemAI Atlas compared with Codebase
DetailChemAI Atlas logo ChemAI AtlasCodebase logo Codebase
What it doesDiscovery and practical learning platform for AI in chemistry and chemical engineering Build anything. Own everything. Describe an app, watch the AI build it live, then download the source.
StageNot given MVP
FoundedNot given Not given
Based inJP Not given
Pricing modelFree Not given
PricingNot given Free plan with 1,000 credits/month; Indie $16/month with 2,000 credits; Builder $33/month with 8,000 credits; Pro $65/month with 25,000 credits. Credits never expire on paid tiers. 1 credit equals $0.001 at each model's retail rate.
Key features
  • Learn from practical guides and tutorials
  • Live preview showing every file and change in real-time
  • Conversational edits using plain English commands
  • Support for multiple tech stacks including React, Vue, Svelte, and TypeScript
  • Code never used for model training, prompts stay private
  • Download full source code or deploy directly when ready
  • Choice of open-weight models including MiniMax, Kimi, and MiMo
  • One-click deploy for paid plans
  • Build onchain apps with Base blockchain integration
  • Voice input for app descriptions
  • Community gallery with templates and project remixing
What makes it different
  • Curated directory specifically focused on chemistry and chemical engineering AI tools
  • Practical guides and reference workflows (Recipes) alongside resource discovery
  • Open CARS specification for describing chemistry AI workflows
  • Multilingual content in English, Simplified Chinese, and Japanese
  • Editorial review and verification of resource information
  • No vendor lock-in: download source code and run it anywhere
  • Use open-weight models instead of proprietary frontier models
  • Code never trained on by AI models for privacy and security
  • Real-time live preview and agentic build loop for fast iteration
  • First build free with no credit card required
Community votes00
DR (Domain Rating by Ahrefs)16 no change since last check7 no change since last check
Trust Flow (Majestic)73
Citation Flow (Majestic)2520
Referring domains (Majestic)126

3 details filled in for both companies.

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