AgentOps
Claim this toolMonitor, evaluate, and improve your AI agents with comprehensive observability.
Free plan available Visit WebsiteThe Bottom Line
- Price
- Free plan available. Compare plans
Key facts
- Observability platform for AI agents with time-travel debugging
- Tracks LLM calls, token costs, and multi-agent interactions
- Free tier with 5K events/month, paid tiers available
Pros
- Time-travel debugging is genuinely unique for agent development
- Supports a wide range of models with framework-agnostic SDK
- Free tier with 5,000 events covers hobby and early-stage use
- Comprehensive audit trails meet enterprise compliance needs
- Clean dashboard with intuitive event visualization
Cons
- Paid plans may be steep for solo developers
- Enterprise features like SSO and on-prem require custom pricing
- Agent observability is a nascent category, tooling evolves fast
- Documentation could be more comprehensive for advanced use cases
What is AgentOps?
Available on: Web
Preview
Key Features
- Visual event tracking for LLM calls and tool interactions
- Time-travel debugging to replay agent runs step by step
- Complete audit trail of logs, errors, and security threats
- Token usage and cost monitoring across multiple agents
- Support for 400+ LLMs including OpenAI, Anthropic, and open-source
- Fine-tuning pipelines for specialized model training
- Multi-agent interaction tracing and visualization
- SDK integrations for CrewAI, Autogen, LangChain, and more
Pricing
AgentOps offers a generous free tier with optional paid upgrades for advanced features.
Is AgentOps worth the price?
The pricing for AgentOps is quite generous, especially with a free tier offering 5,000 events/month, which is suitable for many small projects.
This structure is best for individual developers and small to medium-sized teams focused on AI agent observability.
Hidden Costs & Gotchas
No explicit overage for Basic plan
AgentOps by the numbers
| Metric | AgentOps | Peer median | Position (1 is best) |
|---|---|---|---|
| Free plan | Yes | 89% have one | n/a |
| Listed as an alternative to | 6 tools | 1 | #12 of 93 (joint) |
| Integrations listed | 1 | 2 | #17 of 24 (joint) tools with at least one integration recorded |
| Compare-page visits, last 30 days | 25 visits | 28 | #10 of 14 (joint) tools with 20+ compare-page visits |
Each position is counted among the tools that have data for that row, as noted under it. All Debugging data · How we compute this. Advertising and placement fees are not inputs to any position. Visit counts include visits from every source.
Cite this: Toolradar, “AgentOps by the numbers”, Oct 2026.
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AgentOps FAQ
How does AgentOps support debugging of AI agents?
Which teams benefit most from using AgentOps?
How is AgentOps priced?
Can AgentOps track token costs for LLM applications?
How does AgentOps compare to LangSmith for AI agent development?
What kind of limitations should users be aware of with AgentOps?
Does AgentOps integrate with a wide range of AI models?
Source: agentops.ai