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Head to head · 2026

AgentOps vs PandaProbe

Pricing, free plans, ratings, features, pros and cons, side by side. Where one comes out ahead, we mark it.

AgentOps

AgentOps gives developers observability into AI agents in production, tracing every action, tool call, and cost…

4.2$40/mo

Visit AgentOps (opens AgentOps in a new tab)

PandaProbe

Open-source observability platform that traces, evaluates, and monitors AI agents in development and production

3.8$29/mo

Visit PandaProbe (opens PandaProbe in a new tab)

Who comes out ahead

Based only on the facts in our directory. The right pick still depends on the job you need done.

  • Lower starting price

    PandaProbe

    From $29/mo against from $40/mo

  • Free plan

    Tie

    Both have one

  • Higher rating

    AgentOps

    4.2 against 3.8

  • Same job?

    Yes

    Both are AI Infrastructure & Agent Tooling tools

Side by side

Compared onAgentOpsPandaProbe
Our rating4.2Better3.8
Starts at$40/mo$29/moBetter
Free planYesYes
CategoryAI Infrastructure & Agent ToolingAI Infrastructure & Agent Tooling
PlansFrom $40/moFrom $29/mo
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
  • Full agent session tracing across parallel and async subagent calls
  • Evaluation metrics scored across entire workflows, not single responses
  • Automatic regression detection when a deployment degrades agent behavior
  • Python and TypeScript SDKs with decorator-based instrumentation
  • Native integrations with LangGraph, CrewAI, and Claude Agent SDK
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
  • Apache 2.0 license allows self-hosting at no cost
  • Session-based architecture reconstructs complex multi-agent execution trees
  • Forever-free Hobby tier on the cloud version requires no credit card
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
  • Company founded in 2025, so long-term reliability is still unproven
  • Small team behind the product compared to established observability vendors
  • Documentation and integration depth still expanding for newer frameworks
CompanyAgentOps, founded 2023Chirpz AI, founded 2025

Prices come from each vendor's pricing page, last checked 20260718. Check the vendor before you buy.

FAQ

Questions people ask

Is AgentOps better than PandaProbe?

In our reviews AgentOps scores 4.2 and PandaProbe scores 3.8. The better pick depends on the job. AgentOps: AgentOps gives developers observability into AI agents in production, tracing every action, tool call, and cost across 400-plus LLMs and frameworks. PandaProbe: Open-source observability platform that traces, evaluates, and monitors AI agents in development and production.

Which is cheaper, AgentOps or PandaProbe?

PandaProbe has the lower starting price: from $40/mo for AgentOps and from $29/mo for PandaProbe.

Do AgentOps and PandaProbe have free plans?

Yes, both have a free plan.

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