AgentOps vs Galileo

Pick two tools from the same category to compare side-by-side.

	AgentOps Python SDK and hosted platform for monitoring, debugging, and cost-tracking AI agents.	Galileo LLM and agent evaluation and observability platform for testing, monitoring, and guardrailing GenAI apps.
Category	observability	observability
Vendor type	hybrid	commercial
Pricing	freemium	freemium
Strengths	+ Session replays and execution graphs purpose-built for agent debugging + Broad agent-framework integrations (CrewAI, AG2, OpenAI Agents SDK, LangChain) + LLM cost tracking across foundation model providers + MIT-licensed SDK with low-code decorator instrumentation	+ Combines evaluation, observability, and real-time guardrails in one platform + Free tier with unlimited users and custom evaluations + Flexible deployment including hosted, VPC, and on-premises + Built for high-volume production agent monitoring
Tradeoffs	− Dashboard is a hosted closed-source service, so traces leave your infrastructure − Smaller ecosystem and community than general LLM observability platforms	− Closed-source and commercial, no self-hosted open-source option − Free plan limited to 5k traces per month − Advanced deployment and support gated behind Enterprise pricing
Used in stacks	0	0