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 Very good 4.2

Bottom line: AgentOps is a strong ai infrastructure & agent tooling tool, best known for visual event timeline for every agent run. It has a free plan.

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 Jul 2026 How we rate
PricingFrom $40/mo
Free planYes
CompanyAgentOps
PlatformsAPI, Web
Best forAI Infrastructure & Agent Tooling
Founded2023
Visits1
Last reviewedJul 2026
UpdatedJul 2026
Ask AI about AgentOps ChatGPT Claude Perplexity

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.

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
Browserbase4.5Yes$20/moReal browser instances, not headless simulation
Together AI4.3YesFreePlatform for training, fine-tuning, and running open-source AI models at scale
Scale AI4.0YesFreeData labeling and annotation infrastructure for machine learning training sets

Our verdict

4.2 / 5 4.2

AgentOps is a strong ai infrastructure & agent tooling tool, best known for visual event timeline for every agent run. It offers a free plan, with paid upgrades from $40/mo.

What makes it different: AgentOps stands out for visual event timeline for every agent run.

How we score it
Overall 4.2
Value for money 4.7
Feature depth 4.9
Popularity 3.7
Best for ProfessionalsTeamsCreatorsCurious learners

Frequently asked questions

What is AgentOps?
AgentOps is an ai infrastructure & agent tooling tool listed in the Challenging Voice directory. AgentOps gives developers observability into AI agents in production, tracing every action, tool call, and cost across 400-plus LLMs and frameworks.
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?
Popular alternatives to AgentOps include Distyl AI, Gooey.AI, and Imbue. Browse them all in the AI Infrastructure & Agent Tooling category.
Is AgentOps any good?
AgentOps scores 4.2 out of 5 based on our editorial review.

Reviews

4.2 No reviews yet

Write a review

Similar tools you might like