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LangChain vs LiteLLM

Our take

Pick LangChain if engineers building agents in Python or JS who will read traces when something breaks. Pick LiteLLM if platform teams who already pay model vendors and want keys, budgets, and fallbacks in one proxy. Skip LangChain if no-code ops teams (Zapier / Make) or people who only want a visual canvas (Langflow / Dify). Skip LiteLLM if people who want a local chat app (Ollama) or traces-first observability

LangChain

LangChain

open-source Python/JS framework for LLM

LiteLLM

LiteLLM

OpenAI-compatible AI gateway

Best for

LangChain Engineers building agents in Python or JS who will read traces when something breaks

LiteLLM One proxy in front of many model APIs

Free plan

LangChain $0 · langChain / LangGraph: no license fee. You pay model providers

LiteLLM $0 · , “free forever” on the page. You still pay upstream model APIs

Lowest paid

LangChain LangSmith Plus $39/mo

LiteLLM Not published by the vendor

Coding agent

LangChain OSS libraries

LiteLLM Playground / Models / Agents / MCP / Guardrails

Runs where

LangChain Hosted

LiteLLM Local; you host it

Watch out

LangChain OSS is not a studio

LiteLLM $0 is the proxy, not the tokens

Last checked

LangChain 2026-10-19 · langchain.com/pricing

LiteLLM 2026-10-19 · litellm.ai/pricing

Which one, then?

Pick LangChain if

engineers building agents in Python or JS who will read traces when something breaks.

Read the LangChain page

Pick LiteLLM if

platform teams who already pay model vendors and want keys, budgets, and fallbacks in one proxy.

Read the LiteLLM page

Other comparisons