Latitude vs Arize Phoenix

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

Latitude

🔴Developer

AI observability

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

Was this helpful?

Starting Price

Custom
Full ReviewVisit Site

Arize Phoenix

🟡Low Code

AI observability

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

Was this helpful?

Starting Price

Free
Full ReviewVisit Site

Feature Comparison

Scroll horizontally to compare details.

FeatureLatitudeArize Phoenix
CategoryAI observabilityAI observability
Pricing Plans6 tiers84 tiers
Starting PriceFree
Key Features
    • • LLM Tracing & Observability
    • • Evaluation Framework
    • • Experiment Management

    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

    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

    Not sure which to pick?

    🎯 Take our quiz →

    🔒 Security & Compliance Comparison

    Scroll horizontally to compare details.

    Security FeatureLatitudeArize Phoenix
    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 Residency—Available
    Data Retention—configurable
    🦞

    New to AI tools?

    Read practical guides for choosing and using AI tools

    Read Guides →
    🔔

    Price Drop Alerts

    Get notified when AI tools lower their prices

    Tracking 2 tools

    We only email when prices actually change. No spam, ever.

    Get weekly AI agent tool insights

    Comparisons, new tool launches, and expert recommendations delivered to your inbox.

    No spam. Unsubscribe anytime.

    Ready to Choose?

    Read the full reviews to make an informed decision

    Review LatitudeReview Arize Phoenix