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Alternatives to Lilypad

30 tools that compete with or replace Lilypad. Ranked by direct product-type match — not generic category overlap.

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Why people look for alternatives to Lilypad

The complaints that come up most often in public discussion — reviews, forums and community threads. Not our opinion, and not the vendor's marketing.

  • No hosted UI — you must bring and maintain your own OTel backend.
  • Very few community posts, reviews, or real-world usage reports.
  • Only 213 GitHub stars and 31 open issues — a sign of limited adoption.
  • No documentation or tutorial feedback visible in community data.

Drawn from 49 mentions across 6 sources · researched Aug 23, 2026.

In fairness: users also consistently praise mit-licensed, free, and truly open source — no vendor lock-in, and uses opentelemetry standard — export to langfuse, jaeger, zipkin, datadog, etc. A complaint list is not a verdict — see the full picture on the Lilypad page.

OpenLIT

OpenLIT

Open-source, OpenTelemetry-native LLM observability and AI engineering platform for teams.

FreemiumTry
Arize Phoenix

Arize Phoenix

Open-source LLM agent observability with tracing, evals, and experiments

FreemiumTry
Dash0

Dash0

OpenTelemetry-native observability with AI SRE Agent0 for automated production insight.

FreemiumTry
Langfuse

Langfuse

Open-source LLM observability for tracing, evaluating, and optimizing AI agents end-to-end.

FreemiumTry
TruLens

TruLens

OpenTelemetry-native open-source AI agent evaluation and tracing

FreeTry
WhyLabs

WhyLabs

Open-source AI observability for privacy-preserving logging and LLM security

FreeTry
Evidently AI

Evidently AI

Open-source AI evaluation and observability for LLMs, RAG, agents, and predictive ML.

FreemiumTry
Opik (Comet)

Opik (Comet)

Free, open-source AI observability and evals for debugging agents

FreemiumTry
Langfuse Prompt Experiments

Langfuse Prompt Experiments

Open-source LLM observability and prompt management for AI engineering teams.

FreemiumTry
Ecologits

Ecologits

Open-source Python library to track the real-time carbon footprint of your GenAI API calls.

FreemiumTry
Phoenix

Phoenix

Open-source AI agent tracing and LLM-as-judge evaluation platform for debugging and improving agent quality.

FreemiumTry
LangSmith

LangSmith

AI agent observability and evaluation platform for LLM apps

FreemiumTry
MLflow

MLflow

Open source platform to debug, evaluate, monitor, and optimize AI agents and ML models.

FreeTry
Agenta

Agenta

Open-source workspace to build, evaluate, and deploy AI agents through chat

FreemiumTry
PostHog

PostHog

PostHog is an open-source product OS that unifies analytics, session replay, feature flags, and a data warehouse in one platform.

FreemiumTry
RAGAS

RAGAS

Open-source framework to replace vibe checks with reproducible, LLM-driven evaluation loops for RAG and agents.

FreeTry
Helicone

Helicone

AI gateway and LLM observability platform for routing, debugging, and analyzing AI apps

FreemiumTry
Opencompass

Opencompass

Open-source LLM & VLM evaluation platform for standardized benchmarking

FreeTry
Token Monitor

Token Monitor

Free open-source desktop widget tracking tokens, cost, and limits across 29+ AI coding tools.

FreeTry
Burntop

Burntop

Free open-source AI usage tracking & analytics for developers

FreeTry
Galileo AI Evals

Galileo AI Evals

AI observability and eval engineering platform that turns offline evals into production guardrails.

FreemiumTry
Comet

Comet

AI observability and evals that auto-fix agent code via git

FreemiumTry
Confident AI

Confident AI

Enterprise LLM evaluation, observability, and red teaming in one platform.

FreemiumTry
Fiddler AI

Fiddler AI

Enterprise AI control plane for observability, guardrails, and governance of agentic AI.

FreemiumTry
Galileo

Galileo

AI observability and eval engineering platform that turns offline evals into production guardrails.

FreemiumTry
Neptune.ai

Neptune.ai

Real-time experiment tracking for frontier AI training, now owned by OpenAI

Contact SalesTry
AgentOps

AgentOps

Trace, debug, and deploy reliable AI agents with full observability

FreemiumTry
Braintrust

Braintrust

Active observability for AI agents: trace, evaluate, and discover patterns at scale.

FreemiumTry
Raindrop

Raindrop

AI agent observability that detects and auto-fixes silent failures in production.

FreemiumTry
Tokentelemetry

Tokentelemetry

Free local observability for AI coding agents — tokens, cost & traces on your machine.

FreeTry

Frequently asked questions

What are the best alternatives to Lilypad?

We currently list 30 alternatives to Lilypad: OpenLIT, Arize Phoenix, Dash0, Langfuse, TruLens. Each is ranked by direct product-type match rather than generic category overlap.

How do you choose which Lilypad alternatives to show?

Alternatives are ranked by direct product-type match — tools that do the same job — not by shared category tags. Every listed tool is independently re-verified on a continuous cycle.