AgentOps vs Humanloop
On the evidence we track, Humanloop leads this comparison with a composite score of 56/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.
Capabilities
Feature-by-feature on the axes that matter for llm observability. “-” means undocumented, not absent.
What each one is
The product in its own terms, so the numbers below have context.
AgentOps
A developer platform providing observability, debugging, and performance tracking for AI agents and language model applications across multiple frameworks and 400+ LLM providers.
Humanloop
LeaderAn enterprise platform that helps teams evaluate language model performance, manage and version prompts, and monitor AI systems in production.
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
AgentOps
Free tier for up to 5,000 events; Pro from $40/month
- BasicFree
- Agent Agnostic SDK
- LLM Cost Tracking (400+ LLMs)
- Replay Analytics
- ProFrom $40/month
- Unlimited event limit
- Unlimited log retention
- Session and event export
- Dedicated Slack and email support
- Role-based permissioning
- EnterpriseContact sales
- SLA
- Slack Connect
- Custom SSO
- On-premise deployment
- Custom data retention policy
- +4 more
Humanloop
LeaderFree trial. Monthly billing with no long-term commitment for standard plans; annual billing available for enterprise.
- Free TrialFree
- EnterpriseContact sales
- SSO + SAML
- Role-based access controls
- Hands-on support with SLA
- VPC deployment add-on
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
AgentOps
- CrewAI
- AG2 (AutoGen)
- Agno
- LangGraph
- OpenAI Agents SDK
- Langchain
- Cohere
- LiteLLM
- LlamaIndex
- Llama Stack
- CamelAI
- AG2
- CAMEL
Humanloop
Leader- Git
- CI/CD pipelines
- Vercel AI SDK
- OpenAI
- Anthropic
- CI/CD
AgentOps or Humanloop: which one depends on you
A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.
Free to run, no account needed to start. How the evaluation works
Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.