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ClearML vs dibs

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

ClearML compared with dibs
DetailClearML logo ClearML dibs
What it doesNot given Air traffic control for your coding agents
StageNot given Startup
FoundedNot given Not given
Based inNot given Not given
Pricing modelNot given Open source
PricingCommunity: Free (up to 3 users, includes 100GB artifact storage, 1GB metric events, 1M API calls/month). Pro: $15 per user/month plus usage (up to 10 users). Scale: Custom quote for organizations with 8-48 GPUs. Enterprise: Custom quote for organizations with multiple large projects. Not given
Key features
  • Infrastructure Control Plane for GPU cluster management
  • AI Development Center with IDE for model development
  • GenAI App Engine for LLM deployment
  • Experiment tracking and model management
  • Dataset versioning and management
  • Multi-tenancy and role-based access control
  • Task queuing with dibs run wrapping commands
  • Real-time job status board for all agents
  • Memory and disk resource monitoring
  • Agent-to-agent messaging with dibs tell and dibs say
  • Human approval workflow for irreversible actions
  • Browser access via end-to-end encrypted relay at app.dibs.cc
  • MCP client support for Claude with read-only or action modes
  • Multi-machine job distribution with --anywhere flag
  • Job scheduling at specific times with dibs later
  • API rate limit sharing with quota buckets
What makes it different
  • Three-layer platform combining infrastructure management, AI development, and GenAI deployment in one solution
  • Open-source foundation available on GitHub
  • Trusted by 2,100+ organizations and 300,000+ AI builders
  • Prevents agent collisions with deterministic turn-taking on shared resources
  • Automatically manages machine memory and disk to keep builds running
  • Agents communicate peer-to-peer while humans only handle critical decisions
  • Fully open source with no per-seat or subscription fees
  • Works across multiple machines with a single encrypted board
Community votes00
DR (Domain Rating by Ahrefs)65 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)120
Citation Flow (Majestic)320
Referring domains (Majestic)9670

2 details filled in for both companies.

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