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Head to head · 2026

Braintrust vs PandaProbe

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

Braintrust

Raised an ICONIQ-led $80M Series B building the evaluation layer teams use to ship AI products…

4.2$249/mo

Visit Braintrust (opens Braintrust 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 $249/mo

  • Free plan

    Tie

    Both have one

  • Higher rating

    Braintrust

    4.2 against 3.8

  • Same job?

    Yes

    Both are AI Infrastructure & Agent Tooling tools

Side by side

Compared onBraintrustPandaProbe
Our rating4.2Better3.8
Starts at$249/mo$29/moBetter
Free planYesYes
CategoryAI Infrastructure & Agent ToolingAI Infrastructure & Agent Tooling
PlansFrom $249/moFrom $29/mo
Key features
  • Evaluation-first platform, not just logging and tracing after the fact
  • Lets teams test and score AI product behavior before shipping
  • Tracing priced per GB for production observability
  • $80M Series B led by ICONIQ Capital in February 2026
  • Backed by Andreessen Horowitz, Greylock, and Elad Gil
  • 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
  • Evaluation-first approach catches failures a pure logging tool would only surface after the fact
  • Strong-name investor backing signals real staying power in a crowded observability market
  • Simple two-tier pricing is easier to reason about than usage-based competitors with many tiers
  • 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
  • Jump from free straight to $249/month with no mid-tier option limits gradual scaling
  • Per-GB tracing costs require monitoring at high production volume
  • Newer entrant competing against more established observability platforms like Arize and LangSmith
  • 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
CompanyBraintrust, founded 2023Chirpz AI, founded 2025

Prices come from each vendor's pricing page, last checked 20260808. Check the vendor before you buy.

FAQ

Questions people ask

Is Braintrust better than PandaProbe?

In our reviews Braintrust scores 4.2 and PandaProbe scores 3.8. The better pick depends on the job. Braintrust: Raised an ICONIQ-led $80M Series B building the evaluation layer teams use to ship AI products with confidence. PandaProbe: Open-source observability platform that traces, evaluates, and monitors AI agents in development and production.

Which is cheaper, Braintrust or PandaProbe?

PandaProbe has the lower starting price: from $249/mo for Braintrust and from $29/mo for PandaProbe.

Do Braintrust and PandaProbe have free plans?

Yes, both have a free plan.

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