Best Langfuse Alternatives 2026

Top alternatives to Langfuse for code assistants

Langfuse

★★★★☆ Open Source

Open source LLM observability platform for traces, evaluations, and prompt management

5 Best Alternatives to Langfuse

#1

Helicone

★★★★☆ 4.3/5 Freemium

Similar LLM observability, fully hosted with less setup

LLM observability proxy for logging, caching, and analyzing every AI call

Zero-code setup via URL redirectComplete request/response loggingCost tracking per API key and userSemantic caching for repeat queries
#2

Braintrust

★★★★☆ 4.3/5 Freemium

Evals-first platform with tracing included

AI evaluation and testing platform for measuring and improving LLM output quality

Dataset management for eval test casesLLM-as-judge and custom scoring functionsPrompt versioning and A/B comparisonProduction traffic sampling and scoring
#3

Portkey

★★★★☆ 4.3/5 Freemium

LLM gateway with built-in observability

Full-stack LLM gateway with routing, fallbacks, semantic caching, and guardrails

Multi-provider routing with 250+ AI servicesAutomatic fallbacks and retry logicSemantic caching across providersInput/output guardrails for safety and compliance
#4

LangChain

★★★★★ 4.5/5 Open Source

LangSmith (part of LangChain) offers similar tracing for LangChain-based apps

The most widely used framework for building LLM-powered applications and agents

Agent frameworkRAG pipelinesMulti-model supportTool calling
#5

LiteLLM

★★★★☆ 4.4/5 Open Source

LLM proxy with logging callbacks that feed observability dashboards

Open source Python library to call 100+ LLMs with one unified OpenAI-compatible interface

100+ LLM providers via one interfaceOpenAI-compatible Python and REST APISelf-hosted proxy with load balancingAutomatic retries and provider fallbacks

Quick Comparison

Tool Rating Pricing Category Why Consider It
Helicone ★★★★☆ 4.3 Freemium Code Assistants Similar LLM observability, fully hosted with less setup
Braintrust ★★★★☆ 4.3 Freemium Code Assistants Evals-first platform with tracing included
Portkey ★★★★☆ 4.3 Freemium Code Assistants LLM gateway with built-in observability
LangChain ★★★★★ 4.5 Open Source Code Assistants LangSmith (part of LangChain) offers similar tracing for LangChain-based apps
LiteLLM ★★★★☆ 4.4 Open Source Code Assistants LLM proxy with logging callbacks that feed observability dashboards