AgentOps

Name: AgentOps
Brand: AgentOps

Claim this tool

Monitor, evaluate, and improve your AI agents with comprehensive observability.

Developer Tools AI Agents Monitoring Debugging

Visit Website

FreemiumVisit Website

Tracked since2026

2 press mentions

The Bottom Line

Entry price

Free plan available, paid tiers above

Biggest pro

Time-travel debugging is genuinely unique for agent development

Biggest con

Paid plans may be steep for solo developers

TL;DR - AgentOps

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

Pricing: Free plan available

Best for: Growing teams

What is AgentOps?

Editorial review

AgentOps is a developer observability platform for building, debugging, and monitoring AI agents and LLM applications. It tracks events like LLM calls, tool usage, and multi-agent interactions across a wide range of models. Features include time-travel debugging to replay agent runs, complete audit trails for security and compliance, token cost tracking, and fine-tuning pipelines. Free tier covers 5,000 events/month; Pro offers paid tiers.

Available on: Web

LCLouis CorneloupUpdated May 26, 2026 · how we evaluateSourceagentops.ai ↗

Pros & Cons

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

Preview

Key Features

Visual event tracking for LLM calls and tool interactionsTime-travel debugging to replay agent runs step by stepComplete audit trail of logs, errors, and security threatsToken usage and cost monitoring across multiple agentsSupport for 400+ LLMs including OpenAI, Anthropic, and open-sourceFine-tuning pipelines for specialized model trainingMulti-agent interaction tracing and visualizationSDK integrations for CrewAI, Autogen, LangChain, and more

Pricing

Freemium

AgentOps offers a generous free tier with optional paid upgrades for advanced features.

View pricing

Is AgentOps worth the price?

85/100

The pricing for AgentOps is quite generous, especially with a free tier offering 5,000 events/month, which is suitable for many small projects.

The Pro plan at $40/month for unlimited events and full log retention offers excellent value for growing AI agent development. 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

Reviews

Improve Your Thinking Patterns Using ChatGPT cover

$99Free with your review

Review AgentOps, get a free AI guide

Share your experience and we will send you Improve Your Thinking Patterns Using ChatGPT, free.

Write a review

Best AgentOps Alternatives

Top alternatives based on features, pricing, and user needs.

View full list →

Google GeminiPaid

Google's advanced AI models with multimodal understanding and deep integration

3.4

Claude CodeFreemium

Code editor and terminal agent that works across your favorite tools

4.7

OpenAI APIPaid

Programmatic access to OpenAI's full model lineup: GPT-5.5, o3, gpt-image-1

2.1

Weights & BiasesFreemium

Track, compare, and share ML experiments and models

4.6

Arize AIFreemium

The AI & Agent Engineering Platform for LLM observability, evaluation, and development.

4.2

HeliconeFreemium

Build reliable AI apps with Helicone: AI Gateway & LLM Observability for debugging, routing, and analysis.

LangSmithFreemium

Debug, monitor, and optimize your LLM applications and AI agents with comprehensive observability.

See all developer tools →

Still deciding?

Most buyers shortlist 2 or 3 tools before committing. Pull a side-by-side comparison or browse the full alternatives shortlist below.

All AgentOps alternatives7+ tools ranked, pricing + verdict per pick AgentOps vs Google GeminiHead-to-head: features, pricing, who wins AgentOps vs Claude CodeHead-to-head: features, pricing, who wins AgentOps vs OpenAI APIHead-to-head: features, pricing, who wins

Explore More

Best Developer Tools Best AI Agents Tools Best Monitoring Tools Best Debugging Tools Best Free Developer Tools Best Free AI Agents Best Free Monitoring Best Free Debugging

AgentOps FAQ

How does AgentOps support debugging of AI agents?

AgentOps offers time-travel debugging, allowing developers to replay agent runs to understand the sequence of events and interactions. This feature helps in identifying issues within LLM calls, tool usage, and multi-agent processes by providing a complete audit trail.

Which teams benefit most from using AgentOps?

Teams focused on developing and deploying AI agents and LLM applications will find AgentOps most beneficial. Its comprehensive observability features, including monitoring and debugging tools, are designed for developers working with complex AI systems.

How is AgentOps priced?

AgentOps is available on a free tier that covers up to 5,000 events per month. For users requiring more extensive usage and additional features, paid plans are offered, starting with a Pro plan.

Can AgentOps track token costs for LLM applications?

Yes, AgentOps includes token cost tracking as one of its features. This allows developers to monitor and manage the expenses associated with their LLM calls within their AI agents.

How does AgentOps compare to LangSmith for AI agent development?

AgentOps provides genuinely unique time-travel debugging capabilities for agent development, which allows for replaying agent runs to understand event sequences. Both platforms offer observability for AI agents, but AgentOps emphasizes this specific debugging approach and supports over 400 models.

What kind of limitations should users be aware of with AgentOps?

The Pro plan for AgentOps may be a significant investment for solo developers, and enterprise-specific features like SSO or on-premise deployment require custom pricing. Additionally, as agent observability is a rapidly evolving field, the tooling itself is subject to frequent updates and changes.

Does AgentOps integrate with a wide range of AI models?

Yes, AgentOps supports over 400 models through its framework-agnostic SDK. This broad compatibility allows developers to monitor and evaluate a diverse array of AI agents and LLM applications regardless of the underlying model.

Source: agentops.ai

Guides & Articles

Best AI Agent Observability Tools in 2026

Features AgentOps

Best Prompt Management & PromptOps Tools 2026

Expert guide

Best Headless CMS Platforms in 2026

Expert guide