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BBM-Atlas vs VoxCode

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

BBM-Atlas compared with VoxCode
DetailBBM-Atlas logo BBM-AtlasVoxCode logo VoxCode
What it doesStructural code intelligence for AI assistants Voice-first mobile and desktop AI IDE for building full-stack applications hands-free
StageNot given Not given
FoundedNot given Not given
Based inNot given US
Pricing modelFreemium Freemium
PricingNot given Free: $0/month with 20 signup credits, free models (Gemini Flash, MiMo), 5 projects, 5 subdomain deployments. Access: $5.99/month ($59/year) with 100 credits/month, 20 cloud projects, 20 subdomain deployments. Starter: $9.99/month ($99/year) with 250 credits/month, Bring Your Own Key (BYOK) support,
Key features
  • 12-language parsing with tree-sitter
  • Impact analysis showing callers and dependencies
  • Knowledge graph with confidence-tagged edges
  • Four-source retrieval fusing structure, memory, graph and semantic search
  • MCP server with 35 tools for AI assistants
  • REST API with 46 routes and CLI with 51 commands
  • VS Code extension with impact analysis and hover information
  • Web console for indexing, searching and exploring code graph
  • Syntax-aware reversible compression
  • Repository memory with hierarchical summaries
  • Natural voice-to-code conversion with 3D Canvas Voice Orb
  • Multi-model AI routing across Claude, GPT, Gemini, and Grok
  • Dual-engine live compilation with Sandpack and StackBlitz WebContainers
  • Built-in real-time preview window for instant visual feedback
  • 1-click deployment to public URLs and custom domains
  • Bring Your Own Key (BYOK) support for personal API keys
  • Cross-platform support across web browsers, iOS, and Android
  • Background cloud workers for continuous code generation when offline
  • Support for multiple programming languages
What makes it different
  • Structural understanding of code relationships, not just text similarity
  • Local-first architecture with no code leaving your machines
  • Unified engine across multiple interfaces: MCP, REST, CLI, VS Code and browser
  • LLM-agnostic and works with any AI assistant
  • Community Edition free for teams with no key or time limit
  • World's first voice-native mobile and desktop AI IDE
  • Code entirely hands-free using natural voice commands at the speed of speech
  • Dynamic 3x credit efficiency through intelligent model routing
  • Access to top-tier AI models including Claude Opus and GPT-5.1 Codex
  • Continuous development even when device screen is locked or switched
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)Not checked yet no change since last check18 no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)021
Referring domains (Majestic)02

4 details filled in for both companies.

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