Alternatives to Maxim AI

Galileo is an AI observability and eval engineering platform that turns offline evals into production guardrails for agents and RAG.

OpenLIT delivers OpenTelemetry-native LLM tracing, evals, guardrails, and prompt management you self-host free under Apache 2.0.

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

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

Galileo runs your pre-launch evals as live guardrails, scoring 100% of agent traffic with distilled Luna models.

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

PostHog is your product's context layer: analytics, replays, errors, logs, and business data in one warehouse you and your AI agents can query.

Open-source Python library that turns vibe checks into reproducible evaluation loops for RAG pipelines and AI agents.

Open-source Python framework to evaluate LLM, RAG, and agent quality and monitor ML drift under Apache 2.0.

Comet's open-source platform for tracing AI agents, running LLM-as-a-judge evals, and auditing coding-agent spend.

Helicone is an AI gateway and LLM observability platform that routes, caches, and logs traffic across 100+ model providers.

Raindrop traces, detects, and simulates fixes for silent AI agent failures in production before they reach your users.

Monid routes autonomous agents to 1,700+ data and media APIs on one prepaid pay-per-call balance.

Neon is a serverless Postgres backend from Databricks with branching, autoscaling, auth, storage, functions, and an AI gateway.

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

Burntop now ships as a full-stack FastAPI, React 19 and Postgres template that keeps coding agents honest with 200+ end-to-end tests.

MindsHub Inference routes every LLM through one API key and puts per-team, per-key AI spend budgets under your control.

Open-source LLM observability and agent evaluation you can trace, score, and self-host on your own infrastructure.

Dash0 is OpenTelemetry-native observability with Agent0 doing autonomous root cause analysis and fix PRs.

Open-source LLM observability and agent evaluation you can trace, self-host, and eval end to end.

Silico is Goodfire's mechanistic interpretability agent for understanding, debugging, and steering the internals of your AI models.

Open-source LLM observability, prompt management, and agent evals on one data model.

Comet's Opik turns LLM traces into grouped root causes, eval scores and proposed code fixes

Open-source OpenTelemetry tracing, versioning, and sessions for Python LLM apps—bring your own backend.

LLM evaluation, observability, and red teaming in one workspace for teams shipping production AI

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.

Track AI spend across OpenAI, Anthropic, Google AI, Bedrock and Azure in one live cost dashboard.

Athina is a shared workspace where your team writes prompts, runs evals, annotates datasets, and traces LLM calls in production.

Open-source workspace for AI coworkers you run and automate from Slack or Telegram