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ClearML vs SpendByTeam

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 SpendByTeam
DetailClearML logo ClearMLSpendByTeam logo SpendByTeam
What it doesNot given Track AI coding spend by team, project and client without proxying code or prompts
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelNot given Freemium
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. Free: up to 3 developers, $0 forever. Team: $7 per active developer/month (billed monthly) or $5.60/month (billed yearly). Agency: $10 per active developer/month (billed monthly) or $8/month (billed yearly). Business: Custom annual contract. All paid plans include 14-day free trial, no card required
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
  • Per-developer, per-project and per-team spend visibility
  • Team and project budgets with alerts
  • Client grouping and monthly PDF reports for agencies
  • Cost per PR and per ticket attribution
  • Multi-month spend history
  • Anonymous mode for developer names
  • CSV export
  • No code or prompt interception
  • Organization-wide rollout with managed settings
  • Two-minute install via single npx command
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
  • Charges per developer only, never a percentage of AI spending
  • Tracks costs without proxying code or prompts
  • Supports client billing and invoicing for agencies
  • Active developer count settled monthly with no surprise prorations
  • Data continues ingesting through trial and after plan selection
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

3 details filled in for both companies.

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