Alternatives to Galileo

Galileo AI Evals turns offline evaluations into production guardrails that gate your AI agents in real time.

Open-source LLM observability and agent evals: trace, evaluate, and improve production AI agents with MIT-licensed tooling.

Braintrust is an agent observability platform that traces AI runs, scores quality with evals, and surfaces production failure patterns.

OpenLIT is an open-source, OpenTelemetry-native agent harness engineering platform for LLM tracing, evals, and guardrails you self-host.

Arize Phoenix is open-source LLM observability: trace agent steps, run evals, and self-host your traces.

LangSmith is agent and LLM observability: trace, monitor, and evaluate AI agents in cloud, BYOC, or self-hosted.

Maxim AI evaluates, simulates and observes AI agents — with Bifrost, its open-source LLM gateway, handling routing, budgets and guardrails.

Open-source AI observability for agent tracing, LLM-as-a-judge evals, and coding-agent cost tracking.

Alice red-teams GenAI models and agents before launch, then deploys custom runtime guardrails in production.

Voice AI QA and evals: simulate callers before launch, then score every production call on 500+ audio-native metrics.

Open-source LLM observability and agent evaluation you can trace, evaluate, and self-host for free.

Opik by Comet turns LLM traces into root-cause groupings, eval scores and code fixes so agent teams stop shipping the same bug twice

LLM evaluation, observability, and red teaming in one workspace — ship AI you can actually trust

TruLens traces AI agent runs with OpenTelemetry-native evals, showing where an agent fails and where you can cut cost.

Open source AI engineering platform for agent and LLM tracing, evaluation, prompt management, and ML lifecycle work.

Athina AI is a collaborative AI development platform for managing prompts, running LLM evaluations, and monitoring production traces in one

Fiddler AI is an enterprise AI control plane for agent observability, inline guardrails, and auditable AI governance.

Honeycomb Query Assistant turns plain-English questions into HQL against live production telemetry.

Agentic development security platform that puts guardrails around AI-written code and remediates findings with agents

Open-source Python framework that replaces vibe checks with reproducible evaluation loops for RAG pipelines and AI agents.

AI agent security and governance that watches the decision — inventory, policy guardrails, and runtime defense for enterprise agents.

Langfuse Prompt Experiments links LLM tracing, prompt versioning, and evaluators so you can test prompts against real production data.

Local, MIT-licensed token and cost observability for AI coding agents — reads the logs your agents already write.

Metoro is a Kubernetes observability and AI SRE agent that watches your cluster with eBPF and opens fix PRs for production issues.

OpenJudge is an Apache 2.0 open-source AI evaluation framework shipping 50+ benchmark-validated graders for agents, LLMs, code, math, and multimodal models.

Chronicle Labs replays your production data to test and validate AI agents before launch.

Co-own autonomous AI agents on-chain: stake OLAS, run agents that trade, hire each other and settle payments.

Dash0 is OpenTelemetry-native observability where Agent0 investigates incidents, finds root cause, and opens fix PRs.

Enterprise agent workforce platform for building, operating, and governing AI agents across on-prem, hybrid, and multi-cloud environments.

Cyera is an AI-native data security platform for DSPM, DLP and AI agent governance across your data, identities and agents.