Alternatives to RAGAS

Open-source observability for LLM agents with tracing and evaluation.

Open-source observability and evaluation for AI agents

Open-source observability, evaluation, and auto-fix for AI agents, plus cost intelligence for coding agent spend.

Free open-source framework for evaluating and tracing AI agents with OpenTelemetry

Open-source Python framework to evaluate, test, and monitor LLMs, RAG, agents, and ML models.

Open-source LLM engineering platform for observability, prompt management, and evaluation.

Open-source LLM and VLM evaluation platform for standardized benchmarking

Open-source LLM observability and prompt management for production AI agents.

Open-source OpenTelemetry LLM observability for Python devs

Open source AI engineering platform for building, debugging, evaluating, and monitoring agents, LLMs, and ML models.

Open-source AI observability tools for self-hosted monitoring

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

Open-source product OS for analytics, session replay, feature flags, and data warehousing.

Open-source AI observability and evals for agentic systems.

Open-source AI gateway & LLM observability for production apps

Open source MLOps platform with W&B API compatibility for experiment tracking.

Open-source AI analytics with context management and observability

OpenTelemetry-native observability platform with autonomous AI agents for incident investigation and fix PRs.

Enterprise AI quality platform unifying LLM evaluation, observability, red teaming, and governance in one workspace.

End-to-end evaluation and observability for AI agents

Real-time experiment tracker acquired by OpenAI for frontier model visibility

Free, self-hosted OpenTelemetry LLM observability and AI engineering for teams

Zero-config local observability dashboard for OpenClaw AI agents

ML experiment tracking and LLM development platform for teams

Enterprise AI platform for banking, insurance, and lending.

Reverse-engineer AI models with mechanistic interpretability

AI agent observability: trace, monitor, and evaluate LLM apps

Eval engineering platform that turns offline evals into production guardrails.

Track, forecast, and optimize AI spend across providers.

Collaborative LLM dev platform for building, testing, and monitoring AI features.