AgentOps vs LangSmith

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

AgentOps

🔴Developer

Analytics & Monitoring

Leading developer platform for building reliable AI agents with comprehensive observability, debugging, and cost tracking across 400+ LLMs and frameworks.

Was this helpful?

Starting Price

Free
Full ReviewVisit Site

LangSmith

🔴Developer

Analytics & Monitoring

Tracing, evaluation, and observability for LLM apps and agents.

Was this helpful?

Starting Price

Free
Full ReviewVisit Site

Feature Comparison

Scroll horizontally to compare details.

FeatureAgentOpsLangSmith
CategoryAnalytics & MonitoringAnalytics & Monitoring
Pricing Plans23 tiers16 tiers
Starting PriceFreeFree
Key Features
    • • Workflow Runtime
    • • Tool and API Connectivity
    • • State and Context Handling

    AgentOps - Pros & Cons

    Pros

    • ✓Purpose-built for agent workflows with deep understanding of multi-step autonomous behavior
    • ✓Extensive framework support with 400+ LLM integrations and testing validation
    • ✓Time travel debugging provides unprecedented insight into agent decision-making
    • ✓Comprehensive cost optimization with fine-tuning capabilities for specialized models
    • ✓Production-ready with enterprise security compliance and deployment flexibility
    • ✓Strong community support with thousands of engineers using the platform

    Cons

    • ✗Agent-specific focus may not suit teams needing broader application monitoring
    • ✗Higher pricing tier jump from free to Pro compared to general monitoring tools
    • ✗Newer platform with evolving feature set compared to established monitoring solutions

    LangSmith - Pros & Cons

    Pros

    • ✓Best-in-class LLM tracing and debugging platform
    • ✓Deep integration with LangChain ecosystem
    • ✓Powerful evaluation and testing workflows for prompt development
    • ✓Dataset management for building evaluation harnesses
    • ✓Visual trace viewer makes debugging complex chains intuitive

    Cons

    • ✗Most valuable when used with LangChain — less useful standalone
    • ✗Paid plans required for team features and higher volume
    • ✗Data sent to LangSmith's servers — privacy considerations
    • ✗Can add overhead to development workflow

    Not sure which to pick?

    🎯 Take our quiz →

    🔒 Security & Compliance Comparison

    Scroll horizontally to compare details.

    Security FeatureAgentOpsLangSmith
    SOC2—✅ Yes
    GDPR—✅ Yes
    HIPAA——
    SSO—✅ Yes
    Self-Hosted—🔀 Hybrid
    On-Prem—✅ Yes
    RBAC—✅ Yes
    Audit Log—✅ Yes
    Open Source—❌ No
    API Key Auth—✅ Yes
    Encryption at Rest—✅ Yes
    Encryption in Transit—✅ Yes
    Data Residency—US, EU
    Data Retention—configurable
    🦞

    New to AI agents?

    Learn how to run your first agent with OpenClaw

    Learn OpenClaw →
    🔔

    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 AgentOpsReview LangSmith