shouldiuse.io

Report

Should I Use Braintrust?

braintrust.dev·Analyzed 22 hours ago··Based on 8 sources

Ship quality agents at scale. Braintrust is the AI observability platform for tracing production, running evals, and catching regressions before they reach users.

Depends

Depends

Buy if you ship AI agents in production and want tracing, evals, and regression checks in one well-funded platform.

Well-funded evals+tracing platform used by Notion and Stripe — but a 2026 breach exposed customer API keys.

Confidence: Medium

$0

Starting price

Free tier for building AI products

$249/mo

Paid tier

Pro plan, per third-party 2026 breakdown

Yes

Free tier

Enterprise is custom-priced

$80M Series B

Funding

~$800M valuation, Feb 2026

Value for money4

Free tier strong; model costs pass through.

Feature depth4

Tracing, evals, hybrid deploy, enterprise controls.

Security posture2

2026 breach exposed customer API keys.

Pros

  • Free tier lets teams start building AI products at $0.³
  • Combines production tracing, evals, and regression catching in one platform.³
  • Used by teams at Notion, Stripe, Box, and OpenAI.⁶
  • Hybrid deployment lets you control where AI data lives.
  • $80M Series B at ~$800M valuation lowers vendor-shutdown risk.⁵

Cons

  • Confirmed May 2026 breach; every customer forced to rotate API keys.¹
  • Vendor holds your AI provider keys — breach exposed AWS credentials.
  • Pro tier jumps to $249/month after free.⁴
  • Underlying model costs pass through to your bill.
  • Name collision with a recruiting marketplace muddies reviews and searches.

Gotchas

  • high2026 AWS breach exposed customer AI provider API keys; all customers had to rotate credentials.¹
  • mediumPricing cliff: $0 free tier jumps to $249/mo Pro; Enterprise is opaque custom pricing.⁴
  • mediumUsage-based pass-through of model costs can balloon bills as agent traffic scales.
  • mediumGuess: deep instrumentation creates lock-in; exporting trace and eval history later is painful.⁷

Best for

  • Teams shipping LLM agents in production
  • AI platform engineering orgs
  • Regulated teams needing hybrid data residency
  • Teams consolidating tracing and evals

Not for

  • Pre-production or hobby projects — eval tooling is premature
  • Tiny teams; a self-hosted open-source tool is simpler
  • Orgs unwilling to hand model API keys to a vendor post-breach
  • Non-AI products — zero fit

Companies that use it

Pricing

Free

$0

  • Start building AI products free
  • Core evals and tracing
  • Usage limits apply

Pro

$249/mo

  • Higher usage limits
  • Team features
  • Per third-party 2026 review

Enterprise

Not disclosed

  • SSO and admin controls
  • Hybrid deployment, data residency
  • Terms detailed in billing FAQ

Security

Confirmed breach: May 2026 AWS incident exposed customer AI provider API keys; every customer was told to rotate credentials.

  • AWS breach exposing customer API keys (May 2026)Braintrust confirmed an AWS cloud breach and told every customer to rotate sensitive keys; AI provider credentials were exposed.¹
  • Package vulnerability AIKIDO-2026-557857The 'braintrust' package is flagged by Aikido Intel as vulnerable to an insertion flaw.⁸

What users say

Independent reviews of this specific product are sparse, and much online 'Braintrust' feedback actually targets a similarly named recruiting marketplace, so sentiment is murky.

Alternatives

Compare Braintrust with each alternative.

Langfuse

Open-source alternative; self-host to keep keys and data in-house.

Arize

LLM eval and observability platform positioned against Braintrust.

Full analysis

Based on 18+ public sources. Reviews of the similarly named recruiting marketplace (usebraintrust.com) were excluded as a different company; user reviews specific to this product were thin.

Sources

  1. Braintrust confirms breach, tells every customer to rotate sensitive keystechcrunch.com
    security
  2. AI Firm Braintrust Prompts API Key Rotation After Data Breachsecurityweek.com
    security
  3. Braintrust Pricingbraintrust.dev
    official
  4. What Is Braintrust AI? Pricing, Limits and Alternatives (2026)voiceflow.com
    review
  5. Braintrust lands $80M Series Bsiliconangle.com
    news
  6. Braintrust LinkedIn (customers: Notion, Stripe, Box, OpenAI)linkedin.com
    official
  7. Langfuse vs. Braintrustlangfuse.com
    official
  8. Aikido Intel: braintrust package vulnerabilityintel.aikido.dev
    security

Rate this review

Anonymous. You can change your vote.

Loading votes…

Ask a follow-up

Ask if a use case fits. Answers stay inside this report and its sources.

    Comments

    One queue. No replies. Give a display name first. Limit: 7 comments per day.

    Save a name to write a comment.

    No comments yet.