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ModelOp vs Uncoil

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

ModelOp compared with Uncoil
DetailModelOp logo ModelOpUncoil logo Uncoil
What it doesEnterprise AI system of record for governing and operationalizing AI at scale AI agent observability, tracing and evaluation platform
StageEstablished Not given
Founded2018 Not given
Based inUS Not given
Pricing modelContact for pricing Freemium
PricingNot given Not given
Key features
  • Centralized system of record across every model, solution, and agent
  • Automated workflows with governance embedded by design
  • Full portfolio visibility into cost, tokens, risk and ROI
  • Dynamic interoperability across 50+ technologies
  • Connective automation for IT, business, and AI owners
  • Agentic-powered framework for end-to-end AI lifecycle workflows
  • Operational intelligence across ML, GenAI, agentic and vendor AI
  • Audit-ready evidence mapped to every regulation and policy
  • Trace viewer showing model calls, tool calls, and retrievals
  • Cost tracking per step with latency and token counts
  • Root cause detection for failures
  • Live streaming and replay of agent runs
  • Automatic secret redaction before data transmission
  • Semantic search across runs and steps
  • Support for multiple frameworks and languages
  • Evaluations and datasets for quality assessment
  • Slack alerts and release gates
  • Collaboration and code review tools
What makes it different
  • Brings ML, GenAI, and agentic AI to production 10× faster
  • System of record that unifies every AI asset in one place
  • Reduces time from idea to production to weeks at industrial scale
  • Enforces policy and governance at delivery time, not in committee
  • Operates above existing systems without replacing them
  • One-line setup with automatic detection of model and tool calls
  • Identifies first failure point instead of surface errors
  • Per-step cost visibility with no monthly surprises
  • Automatic secret stripping keeps sensitive data local
  • No agent code rewriting required
Community votes00
DR (Domain Rating by Ahrefs)62 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)130
Citation Flow (Majestic)3922
Referring domains (Majestic)5791

4 details filled in for both companies.

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