Arize Phoenix vs Latitude

Detailed side-by-side comparison to help you choose the right tool

Arize Phoenix

🟡Low Code

AI observability

Arize Phoenix provides open-source tracing, evaluations, and MCP tooling for ai observability workflows. It includes MCP compatibility.

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Starting Price

Free
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Latitude

🔴Developer

AI observability

an open-source AI agent monitoring and observability platform for understanding what agents do in production.

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Starting Price

Custom
Full ReviewVisit Site

Feature Comparison

Scroll horizontally to compare details.

FeatureArize PhoenixLatitude
CategoryAI observabilityAI observability
Pricing Plans84 tiers6 tiers
Starting PriceFree
Key Features
  • • LLM Tracing & Observability
  • • Evaluation Framework
  • • Experiment Management

    Arize Phoenix - Pros & Cons

    Pros

    • ✓Open-source and self-hostable
    • ✓Trace timelines expose intermediate failures
    • ✓AX Free includes 25,000 monthly spans
    • ✓Datasets support regression testing

    Cons

    • ✗Instrumentation and evaluator design require engineering
    • ✗Pro includes only 50,000 spans and 30-day retention
    • ✗Self-hosting shifts operations to the user
    • ✗Unredacted traces can capture sensitive data

    Latitude - Pros & Cons

    Pros

    • ✓Clear category fit with specific workflows to test
    • ✓Concrete public evidence or staging data for key features
    • ✓Can be piloted with measurable tasks before rollout
    • ✓Has relevant alternatives for a realistic bake-off

    Cons

    • ✗Human review is still required for high-risk or customer-facing work
    • ✗Teams must verify data retention, export rights, permissions, and support terms
    • ✗Results depend on representative inputs and disciplined review

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    🔒 Security & Compliance Comparison

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    Security FeatureArize PhoenixLatitude
    SOC2✅ Yes—
    GDPR✅ Yes—
    HIPAA❌ No—
    SSO❌ No—
    Self-Hosted✅ Yes—
    On-Prem✅ Yes—
    RBAC❌ No—
    Audit Log❌ No—
    Open Source✅ Yes—
    API Key Auth✅ Yes—
    Encryption at Rest✅ Yes—
    Encryption in Transit✅ Yes—
    Data ResidencyAvailable—
    Data Retentionconfigurable—
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    Review Arize PhoenixReview Latitude