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What is AgentOps?

AgentOps is a monitoring and debugging platform designed specifically for AI agents. Built by a team of engineers focused on agent reliability, it solves the problem of observability in complex multi-agent systems. The core capabilities include visual event tracking, time travel debugging, and full audit trails for LLM calls, tools, and agent interactions. It supports native integrations with top agent frameworks and provides cost tracking, token monitoring, and fine-tuning capabilities. AgentOps is ideal for developers and teams building production-grade agents who need to debug, audit, and optimize their agent workflows. The platform offers a free tier to get started and scales to enterprise needs with advanced features like role-based permissions and custom data retention.

AI Tool Review Summary

Performance Score

4.5/5

Content/Output Quality

High, consistent, and on-brand

Interface

Clean and minimal

AI Technology
LLMNLP
Purpose of Tool

Monitor, debug, and optimize AI agent performance in production.

Compatibility

Integrates with major agent frameworks and supports Python SDK.

Pricing

Freemium with paid tiers

Features

Features with the highest value for users are highlighted here.

Visual event tracking for LLM calls and tools

Time travel debugging with replay

Full audit trail of logs and errors

Cost tracking across 400+ LLMs

Token count monitoring

Fine-tuning on saved completions

Native framework integrations

Role-based permissioning

Who Is It For?

AI Engineers

DevOps Teams

Product Managers

Startups

Enterprise Teams

Data Scientists

QA Engineers

Freelance Developers

Research Labs

Consulting Firms

Pricing

Basic

$0/monthly
  • Up to 5,000 events
  • Agent Agnostic SDK
  • LLM Cost Tracking (400+ LLMs)
  • Replay Analytics
Popular

Pro

$40/monthly
  • Unlimited event limit
  • Unlimited log retention
  • Session and event export
  • Dedicated Slack and email support
  • Role-based permissioning

Join the Command Staff.

Weekly intelligence on AI strategy, operations, and market shifts. No noise. No narrative. Direct to your inbox.

Pros & Cons

Pros

  • Comprehensive debugging with time-travel replay.
  • Generous free tier and flexible pricing.

Cons

  • Advanced features require paid plans.
  • On-premise deployment only for enterprise.

FAQs

Just Launched

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Rating

5.0

Pros

Cons

Quick AgentOps Comparision

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