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ClearML vs AgentStats

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 AgentStats
DetailClearML logo ClearMLAgentStats logo AgentStats
What it doesNot given See which AI agents use your product, where they fail, and what to fix
StageNot given Startup
FoundedNot given Not given
Based inNot given Not given
Pricing modelNot given Free trial
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 trial for 14 days. Starter: $15/month (2 projects, 50k events/month, 30-day retention). Growth: $49/month (5 projects, 500k events/month, 90-day retention, up to 5 team members). Scale: $149/month (25 projects, 5M events/month, 1-year retention, unlimited team members).
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
  • Monitor AI crawlers, website agents, MCP clients, APIs and CLIs
  • Real-time dashboard showing tool calls, errors, latency and client details
  • AI visibility: track what ChatGPT, Claude and Gemini say about your product
  • MCP server integration for agents to query your analytics data
  • SDKs for TypeScript, Python, Go, Rust, C#, Java, Swift and browsers
  • Identifies silent agent failures hidden from logs and APM
  • Never blocks request paths with background worker batching
  • Weekly or daily AI reviews depending on plan
  • Funnels, conversions and email alerts
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
  • Only platform showing silent agent failures that return 200 OK status codes
  • Covers six distinct data sources in one dashboard instead of scattered logs
  • Agents can access dashboard via MCP server to self-fix their failures
  • Installation takes five minutes with background worker approach never blocking request paths
  • AI visibility shows what AI models actually say about your product with claim verification
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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