Teams building AI agents that need pre-release simulation as well as live monitoring.

Maxim AI is a hosted evaluation and observability platform that simulates agents across test scenarios, then monitors and evaluates them in production with a closed feedback loop.

Accessed via Maxim's dashboard and SDK instrumented into an agent's code.

Actively developed with agent-simulation and observability features expanding through 2026.

It exists to catch agent failures before release and feed production issues back into test datasets.

Integrates with common agent frameworks and major LLM providers via SDK instrumentation.

SaaS, proprietary, requires an API key; free tier plus paid plans; agent traces and evaluation data sent to Maxim's cloud.