Sprig vs LangSmith

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

Sprig

🟢No Code

Business Analytics

AI-powered product experience platform that analyzes user behavior, surveys, and session replays to surface actionable insights.

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Starting Price

Custom
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LangSmith

🔴Developer

Business Analytics

LangSmith lets you trace, analyze, and evaluate LLM applications and agents with deep observability into every model call, chain step, and tool invocation.

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Starting Price

Free
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Feature Comparison

Scroll horizontally to compare details.

FeatureSprigLangSmith
CategoryBusiness AnalyticsBusiness Analytics
Pricing Plans8 tiers8 tiers
Starting PriceFree
Key Features
    • • Workflow Runtime
    • • Tool and API Connectivity
    • • State and Context Handling

    Sprig - Pros & Cons

    Pros

    • ✓AI Studies provide instant answers to product questions
    • ✓Behavioral targeting ensures surveys reach the right users
    • ✓Open-ended response analysis saves hours of manual work
    • ✓Strong integrations with product analytics ecosystem

    Cons

    • ✗Session replay features less mature than dedicated tools like FullStory
    • ✗Free tier very limited at one study per month
    • ✗Pricing jumps significantly from Free to Starter
    • ✗AI insights quality depends on survey design and response volume

    LangSmith - Pros & Cons

    Pros

    • ✓Comprehensive observability with detailed trace visualization
    • ✓Native MCP support for universal agent tool deployment
    • ✓Generous free tier for individual developers and small projects
    • ✓No-code Agent Builder reduces technical barriers
    • ✓Managed deployment infrastructure with production-ready scaling
    • ✓Strong integration with entire LangChain ecosystem

    Cons

    • ✗Primarily designed for LangChain applications (limited framework support)
    • ✗Steep pricing jump from Plus to Enterprise tier
    • ✗Pay-as-you-go model can become expensive for high-volume applications
    • ✗Enterprise features require annual contracts
    • ✗14-day retention on base traces may be insufficient for some use cases

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    🔒 Security & Compliance Comparison

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    Security FeatureSprigLangSmith
    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
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    Ready to Choose?

    Read the full reviews to make an informed decision

    Review SprigReview LangSmith