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Zuse 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.

Zuse compared with BBM-Atlas
DetailZuse logo ZuseBBM-Atlas logo BBM-Atlas
What it doesOpen source workspace for running coding agents in parallel with isolated tasks and shared context Structural code intelligence for AI assistants
StageMVP Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelOpen source Freemium
PricingLocal: free during beta. Cloud Workspace: $40/month USD with $35 compute included; additional compute at provider cost plus 5%. Not given
Key features
  • Run multiple coding agents from one workspace
  • Isolated Git worktrees for parallel agent runs
  • Local and cloud execution environments
  • Built-in diff, terminal, browser, and pull-request review
  • Bring your existing model subscriptions
  • Shared worktree across multiple tabs
  • Guided review with generated chapters
  • No token markup on agent subscriptions
  • 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 differentNot given
  • 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)7 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)20
Citation Flow (Majestic)270
Referring domains (Majestic)460

3 details filled in for both companies.

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