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CodeZero vs BBM-Atlas

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

CodeZero compared with BBM-Atlas
DetailCodeZero logo CodeZeroBBM-Atlas logo BBM-Atlas
What it doesAI-Native Software Development Extension for VS Code that gives AI structured access to your entire codebase Structural code intelligence for AI assistants
StageNot given Not given
Founded2023 Not given
Based inIN Not given
Pricing modelNot given Freemium
PricingTrial: $0 for solo developers with 20k CodeZero tool calls and 100 MB codebase capacity. Starter: $29/user/month with 7.5k tool calls/seat/month and 50 MB/seat capacity. Scale: $39/user/month (most popular) with 13k tool calls/seat/month, 100 MB/seat capacity, and cumulative usage. Enterprise: Custo Not given
Key features
  • Git Tree: unified workspace showing all connected repositories with branches, commits and history
  • Code Graph: shows system connectivity across modules, files, data and dependencies
  • Feature Mapping: traces product features from start through files to data read or written
  • Context Graph: repository embeddings and unified graph for AI prompt enhancement
  • Auto, Planned, Normal and Coffee Mode for change execution
  • AI Chat: conversational interface for code exploration and assistance
  • Impact Analysis: understand consequences of changes across codebase
  • Access indexed repositories without checking them out locally
  • Works with Claude Code, Codex and GitHub Copilot
  • 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
What makes it different
  • ~Zero hallucination: AI has right code context attached before drafting execution plans
  • 60% less tokens and 2x faster than alternative approaches
  • Works alongside existing AI coding agents without replacing them
  • 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
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)17 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)160
Referring domains (Majestic)160

3 details filled in for both companies.

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