Langbase vs Dify

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

Langbase

🔴Developer

AI developer platform

A serverless platform for building, deploying, and operating AI agents and retrieval workflows.

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Starting Price

Free
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Dify

🟡Low Code

AI app platform

Dify supports visual ai workflows, knowledge retrieval, agent tools for business ai applications and production llm workflows.

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Starting Price

Free
Full ReviewVisit Site

Feature Comparison

Scroll horizontally to compare details.

FeatureLangbaseDify
CategoryAI developer platformAI app platform
Pricing Plans272 tiers31 tiers
Starting PriceFreeFree
Key Features
    • • Agentic workflow builder for LLM applications
    • • Chatbot and assistant development workflows
    • • RAG-backed app patterns for knowledge products

    Langbase - Pros & Cons

    Pros

    • ✓Serverless APIs reduce initial runtime and deployment work
    • ✓Managed memory and retrieval cover common assistant requirements
    • ✓MCP server support can expose platform capabilities to compatible clients

    Cons

    • ✗Platform abstraction can make low-level debugging and portability harder
    • ✗Cost depends on request volume, storage, and underlying model usage
    • ✗Current quotas and commercial terms require manual verification

    Dify - Pros & Cons

    Pros

    • ✓Visual orchestration reduces boilerplate for common LLM flows
    • ✓Model flexibility helps teams compare providers
    • ✓Self-hosting and MCP support suit technical integration teams

    Cons

    • ✗Production deployments still require monitoring and security engineering
    • ✗Complex workflows can become difficult to debug visually
    • ✗Hosted pricing and current usage limits could not be verified

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    🔒 Security & Compliance Comparison

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    Security FeatureLangbaseDify
    SOC2——
    GDPR——
    HIPAA——
    SSO—✅ Yes
    Self-Hosted—✅ Yes
    On-Prem—✅ Yes
    RBAC—✅ Yes
    Audit Log—✅ Yes
    Open Source—✅ Yes
    API Key Auth—✅ Yes
    Encryption at Rest—✅ Yes
    Encryption in Transit—✅ Yes
    Data Residency——
    Data Retention—configurable
    🦞

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    Review LangbaseReview Dify