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Freemium

AgentOps

AgentOps gives developers observability into AI agents in production, tracing every action, tool call, and cost across 400-plus LLMs and frameworks.

4.2 AI Infrastructure & Agent Tooling
4.2 Very good 4.2
Open-source SDK under MIT license keeps core tracing free to self-host Pro tier billing is usage-based, so costs climb fast for high-volume agents
Reviewed by Challenging Voice Editorial · Updated Aug 2026 How we rate
PricingFrom $40/mo
Free planYes
CompanyAgentOps
PlatformsAPI, Web
CategoryAI Infrastructure & Agent Tooling
Founded2023
Last reviewedJul 2026
UpdatedAug 2026

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Overview

AgentOps is a developer platform for tracing, debugging, and monitoring AI agents as they move from prototype to production. Founded in 2023 by Alex Reibman, Adam Silverman, and Braelyn Boynton in San Francisco, the company grew out of the city's AI hackathon scene before raising $2.6 million in pre-seed funding from 645 Ventures and Afore Capital.

The platform instruments agent code with a lightweight SDK that captures every event, tool call, and LLM request, then renders the run as a visual timeline. A time-travel debugging feature lets engineers replay a session step by step to find where an agent went off track, and built-in cost tracking totals spend across more than 400 supported models and frameworks including OpenAI, CrewAI, and AutoGen.

AgentOps suits engineering teams shipping agentic products who need visibility beyond console logs before an agent reaches customers. The Basic tier is free for up to 5,000 events a month, Pro starts at $40/month with unlimited events and log retention, and Enterprise adds SOC 2, HIPAA, and self-hosting options at custom pricing. The core SDK is open source under an MIT license.

Key features

  • Visual event timeline for every agent run
  • Time-travel debugging to replay sessions step by step
  • Cost tracking across 400+ LLMs and frameworks
  • Failure and error detection with alerts
  • Session and event export for audits
  • SOC 2 and HIPAA-ready enterprise deployment

Screenshots & demo

Demo video

Screenshots

AgentOps screenshot 1

Pricing

AgentOps has a free plan, and paid plans start at $40/mo.

  • Pricing modelFreemium
  • Starting priceFrom $40/mo
  • Free planYes
Visit AgentOps

Pricing is provided as a guide. Check the official site for the latest plans.

Is AgentOps expensive?

AgentOps starts at $40, which is 38% above the AI Infrastructure & Agent Tooling median of $29 a month across the 75 priced tools we list in that category.

The cheapest paid option in AI Infrastructure & Agent Tooling starts at $0.03 and the most expensive at $15,000.

55% of AI Infrastructure & Agent Tooling tools in the directory offer a free tier, and this is one of them.

Compared against every priced listing in AI Infrastructure & Agent Tooling, recalculated as the catalogue changes. Method and the full market breakdown are in our AI tool pricing study.

Pros & cons

Pros

  • Open-source SDK under MIT license keeps core tracing free to self-host
  • Broad framework support spans OpenAI, CrewAI, AutoGen, and LangChain
  • Time-travel replay speeds up root-cause debugging on multi-step agents
  • Free tier covers up to 5,000 events a month for small projects

Cons

  • Pro tier billing is usage-based, so costs climb fast for high-volume agents
  • Dashboard targets engineers, with a learning curve for non-technical users
  • Enterprise features like self-hosting sit behind custom-priced contracts
  • Deep value depends on already running agents at meaningful scale

How it compares

ToolRatingFreeFromBest known for
AgentOps (this tool)4.2Yes$40/moVisual event timeline for every agent run
Inngest4.3Yes$99/moDurable step functions with automatic retries and state persistence
PandaProbe3.8Yes$29/moFull agent session tracing across parallel and async subagent calls
Arize4.2No—Started in traditional ML drift and performance monitoring before expanding to LLMs

Alternatives to AgentOps

4 tools matched to AgentOps on what they do, their category and their price.

Compare all AgentOps alternatives →

Head to head: AgentOps vs Inngest · AgentOps vs PandaProbe · AgentOps vs Arize · AgentOps vs Langtail

Frequently asked questions

What is AgentOps?
AgentOps is a developer platform for tracing, debugging, and monitoring AI agents as they move from prototype to production.
Is AgentOps free?
Yes, AgentOps offers a free plan. Paid plans unlock more features and higher usage limits, starting at $40/month.
How much does AgentOps cost?
AgentOps starts at $40 per month. See the pricing plans above for full details.
What are the best AgentOps alternatives?
The closest matches in the directory are Inngest, PandaProbe, and Arize, compared side by side above.

Reviews

4.2 Editorial rating No reviews yet

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