kitio.aiAdded Oct 28, 2026
AgentOps
Freemium · $40/moObservability, replay debugging and cost tracking for AI agents
What is AgentOps?
AgentOps is a developer platform for tracing, debugging and monitoring AI agents and LLM apps, added with a Python package. It integrates with OpenAI, CrewAI, Autogen and over 400 LLMs and frameworks, and suits engineers taking agents to production.
The dashboard visualizes LLM calls, tool use and multi-agent interactions, and time-travel debugging lets you rewind and replay a run at any point. Logs keep a full trail of errors and prompt injection attempts from prototype through production.
Token counts and cost tracking with current prices show spend across agents, and saved completions can be used to fine-tune smaller specialized models. Enterprise plans add SSO, SLAs, custom retention and self-hosting on AWS, GCP and other clouds.
Features
- Agent session tracing
- Time-travel replay debugging
- LLM cost tracking
- Prompt injection logging
- Fine-tuning on saved completions
- 400+ framework integrations
Tags
Releases
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AgentOps was added to the directory.
Organization
AgentOps
Listed by kitio.ai · unverified owner
Pricing
- Pricing model
- Freemium
- Paid options from
- $40/mo
- Billing frequency
- Monthly
AgentOps plans
Basic
Free
- Up to 5,000 events
- Cost tracking for 400+ LLMs
- Replay analytics
Pro
$40/mo
- Starting price, pay as you go
- Unlimited events and retention
- Session export
- Role-based permissions
Enterprise
Custom
- SLA and Slack Connect
- Custom SSO
- Self-hosting and on-premise
Prices in USD, checked Oct 29, 2026. Plans change often, so confirm on the AgentOps site.Official pricing
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Pros and cons
Pros
- Quick setup with one SDK
- Broad framework support
- Free tier for small projects
Cons
- Free plan capped at 5,000 events
- Pro pricing is usage-based
- Self-hosting only on Enterprise
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Q&A
What is AgentOps?
AgentOps is a developer platform for tracing, debugging and monitoring AI agents and LLM apps, added with a Python package. It integrates with OpenAI, CrewAI, Autogen and over 400 LLMs and frameworks, and suits engineers taking agents to production.
Which frameworks does AgentOps support?
It has native integrations with frameworks such as OpenAI, CrewAI and Autogen and supports over 400 LLMs and frameworks.
Can AgentOps be self-hosted?
Self-hosting on AWS, GCP and other environments is part of the Enterprise plan.
How much does AgentOps cost?
AgentOps is freemium, with paid plans from $40/mo.
Is there a free version of AgentOps?
Yes. AgentOps has a free plan, and paid plans add more usage and features.
What are the main features of AgentOps?
Agent session tracing, Time-travel replay debugging, LLM cost tracking, Prompt injection logging, Fine-tuning on saved completions, 400+ framework integrations.
Who makes AgentOps?
AgentOps is made by AgentOps.
What are the best alternatives to AgentOps?
Popular alternatives include LangSmith, Datadog LLM Observability, Arthur.