Analytics alternatives
Arize AI alternatives
The most-used analytics tools compared with Arize AI — pricing, strengths, and who each one is best for.
The 8 best alternatives to Arize AI
Each tool below is a same-category competitor. Click Compare for a side-by-side breakdown against Arize AI.
GalileoEnterpriseAn enterprise platform for evaluating, monitoring, and guarding AI agents and LLM applications, including real-time protection against unsafe outputs.
- Evaluation, monitoring, and runtime guardrails in one platform
- Real-time detection of unsafe or off-policy outputs
LangSmithFreemiumAn observability and evaluation platform for LLM and agent applications — tracing, datasets, automated evals, and production monitoring in one place.
- End-to-end tracing for complex agent runs
- Datasets and automated evals in CI
Free session recordings, heatmaps, and AI-powered insights from Microsoft — no limits, no tiers.
- Completely free, no caps
- AI behavior insights
PostHogFreemiumOpen-source product analytics with session recording, feature flags, and A/B testing in one platform.
- All-in-one analytics + flags + replay
- Open source and self-hostable
BraintrustFreemiumAn evaluation-first platform for AI applications — build eval datasets, run scored experiments, and monitor quality in production.
- Evaluation-first workflow for AI development
- Scored experiments replace guesswork
Comet OpikFreemiumAn open-source platform for LLM evaluation, tracing, and production monitoring, from the team behind the Comet ML experiment-tracking tool.
- Open-source tracing, evals, and monitoring
- Backed by an established ML tooling company
HotjarFreemiumSession recordings, heatmaps, and on-site surveys — see exactly how visitors use your website.
- Watch real user sessions
- Heatmaps and click maps
LangfuseFreemiumAn open-source observability and evaluation platform for LLM applications — tracing, prompt management, evals, and cost monitoring.
- Full tracing for LLM and agent applications
- Open-source and self-hostable for data residency
Not sure which is the right fit?
Browse our workflow library to see how each of these tools fits into real SMB automation stacks.