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Arize AI vs Onyx

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

Arize AI compared with Onyx
DetailArize AIOnyx
What it doesThe agent observability and evaluation platform. Open source enterprise search and AI assistant platform
StageEstablished Growing
FoundedNot given Not given
Based inNot given Not given
Pricing modelfreemium freemium
PricingNot given Free open-source self-hosting available. Managed cloud Business plan: $20/user/month (annual) or $25/user/month (monthly). Enterprise plan with custom pricing, on-premise deployments, OIDC/SAML SSO, white-labeling, and dedicated support.
Key features
  • Trace observability with OpenTelemetry compliance
  • Comprehensive evaluation framework for span, trace, and session evals
  • Alyx AI engineering agent for debugging and fixing issues
  • Agent-first debugging for coding agents
  • ADB datastore for GenAI traces in open formats
  • Phoenix open-source platform for local-first tracing and evaluation
  • Online evaluations on production traces
  • Integration with 40+ models, frameworks, and AI tools
  • Built on OpenInference and OpenTelemetry standards
  • Certified security and compliance including SOC 2, ISO, PCI, GDPR, HIPAA
  • Chat and search UI
  • Access to all major LLMs
  • Custom AI agents
  • MCP and OpenAPI actions
  • 40+ app connectors
  • Web search and deep research
  • Code interpreter
  • Slack integration
  • Developer APIs
  • Permission-aware connectors
What makes it different
  • Built by founders of OpenInference, the leading open standard for GenAI observability
  • Signal surfaces what matters, uncovers root causes, and generates review-ready fixes automatically
  • Processes 1 trillion spans and runs 1 billion evals per year at scale
  • Flexible deployment with data staying under customer control
  • Open-source-first approach with local-first option via Phoenix
  • Searches all sources in parallel for faster answers
  • Self-hosted with data never leaving customer infrastructure
  • Permission-aware from day one with real-time sync
  • Supports any LLM provider with one-click switching
  • State-of-the-art search outperforming industry leaders
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)78 no change since last check62 no change since last check
Trust Flow (Majestic)3429
Citation Flow (Majestic)5450
Referring domains (Majestic)55271686

5 details filled in for both companies.

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