Testing · head to head
GrowthBook vs Puppeteer

GrowthBook
Testing
Open source feature flags and A/B testing that run experiment analysis inside your own data warehouse
- From
- Free
- Rated
- -
The short version
- Each has a real cost: GrowthBook warehouse-native analysis is only an advantage if you have a warehouse with clean event data in it; without one, GrowthBook has nothing to compute against and you are back to buying an event-collecting platform.; Puppeteer chrome and Firefox only, with no Safari or WebKit story
- They diverge on capability: GrowthBook covers Feature flags, Puppeteer covers DevTools Protocol.
- Prices and features above were last checked on 31 August 2026.
Where they differ
Only the attributes on which GrowthBook and Puppeteer actually diverge.
| Attribute | GrowthBook | Puppeteer |
|---|---|---|
| Pricing model | Per user per month | Open source, no licence fee |
| Platforms | Web, Self-hosted, Docker | Linux, macOS, Windows |
Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Testing).
What each one covers
Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.
Only in GrowthBook
- Feature flags
- Warehouse-native analysis
- Reusable metric definitions
- Bayesian and frequentist engines
- CUPED variance reduction
- Visual editor
- Self-hosting
- Guardrail metrics
Only in Puppeteer
- DevTools Protocol
- Headless by default
- PDF and screenshots
- Network interception
What people use each for
The jobs each tool is most often brought in to do.
GrowthBook
- An engineering team that wants feature flags without a per-monthly-active-user bill that grows with product successnot Puppeteer
- A data team that needs experiment results to reconcile exactly with the metrics reported in its BI toolnot Puppeteer
- A company with data residency or privacy constraints that cannot send user-level event data to a third-party vendornot Puppeteer
- Running long-tail experiments where sequential testing and CUPED shorten the time to a decision on low-traffic surfacesnot Puppeteer
Puppeteer
- Generating PDFs or screenshots of rendered pages on a servernot GrowthBook
- Scraping sites that require JavaScript executionnot GrowthBook
- Automating browser tasks where a full test framework is unnecessarynot GrowthBook
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
GrowthBook
- Warehouse-native analysis is only an advantage if you have a warehouse with clean event data in it; without one, GrowthBook has nothing to compute against and you are back to buying an event-collecting platform.
- Metrics are SQL, so a marketing or product team without data engineering support cannot define or fix them, and a badly written metric silently produces a confident wrong answer.
- Cloud Pro bills per seat and then adds CDN request and bandwidth overages, so a high-traffic site can find the variable component exceeds the seat cost it budgeted for.
- Self-hosting means you own the Mongo database, the SDK endpoint availability and the upgrade path, and a flag service that is down is a production incident, not an analytics inconvenience.
- The statistics engine exposes real choices, Bayesian versus frequentist, sequential testing, variance reduction, and the tool will not stop a team that configures them wrongly, so it rewards statistical literacy and punishes its absence.
Puppeteer
- Chrome and Firefox only, with no Safari or WebKit story
- Not a test framework: assertions, retries and reporting need Jest or similar bolted on
- Bundles a Chromium download, which makes installs large and awkward in constrained CI images
Pricing, plan by plan
GrowthBook
Free- Open source (self-hosted)Free
- Unlimited users, feature flags and experiments
- One project
- MIT licensed, you run the infrastructure
- Starter (cloud)Free
- Up to 3 users
- 1 project
- Unlimited flags, experiments and traffic
- Pro (cloud)$40/month
- Per seat, up to 50 users
- 3 projects
- CDN overage at $10 per million requests beyond the included allowance
- Enterprise$undefined/year
- Unlimited users and projects
- SSO, audit logs and advanced permissions
- Available on cloud or self-hosted
Puppeteer
Free- PuppeteerFree
- Full functionality
- Unlimited tests
- Community support
Which should you pick?
Choose GrowthBook if
- You need feature flags.
- You want to start without paying.
- You work on Web, Self-hosted, Docker.
- You also want warehouse-native analysis.
Choose Puppeteer if
- You need devtools protocol.
- You want to start without paying.
- You work on Linux, macOS, Windows.
- You also want headless by default.
Questions people ask
- Is GrowthBook or Puppeteer better?
- Neither clearly leads. GrowthBook starts at Free and Puppeteer at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, GrowthBook or Puppeteer?
- GrowthBook starts at Free and Puppeteer at Free.
- Does GrowthBook or Puppeteer run on more platforms?
- GrowthBook runs on Web, Self-hosted, Docker. Puppeteer runs on Linux, macOS, Windows.
- Can I use GrowthBook for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is GrowthBook best used for?
- GrowthBook is most often used for an engineering team that wants feature flags without a per-monthly-active-user bill that grows with product success, a data team that needs experiment results to reconcile exactly with the metrics reported in its bi tool, a company with data residency or privacy constraints that cannot send user-level event data to a third-party vendor, running long-tail experiments where sequential testing and cuped shorten the time to a decision on low-traffic surfaces. Of those, an engineering team that wants feature flags without a per-monthly-active-user bill that grows with product success and a data team that needs experiment results to reconcile exactly with the metrics reported in its bi tool are not what Puppeteer is typically brought in for.
- What can GrowthBook do that Puppeteer cannot?
- GrowthBook covers Feature flags, Warehouse-native analysis, Reusable metric definitions, Bayesian and frequentist engines. Puppeteer covers DevTools Protocol, Headless by default, PDF and screenshots, Network interception.
Answered from the vendors’ own pages
GrowthBook: Is the self-hosted version actually usable, or crippled?
It is genuinely usable: unlimited users, flags and experiments on one project under an MIT licence. The paid tiers add multiple projects, SSO, audit logs and support.
Puppeteer: Is Puppeteer free?
Yes, open source from the Chrome team.
GrowthBook: Do I need a data warehouse?
For experiment analysis, effectively yes. Feature flagging works without one, but the reason to choose GrowthBook over a flag-only tool is the warehouse-native statistics.
Puppeteer: Puppeteer or Playwright?
Playwright came from the same original team, adds WebKit and Firefox support, automatic waiting and a test runner. Puppeteer stays a focused Chrome automation library, which is simpler if automation rather than testing is the goal.
GrowthBook: How does the cost compare with LaunchDarkly or Optimizely?
GrowthBook charges per seat rather than per monthly active user or per tracked event, so cost stops scaling with traffic. At high volume that difference is large.
Puppeteer: Can Puppeteer generate PDFs?
Yes, and it is one of the most common uses — rendering a page and printing it to PDF server-side.
GrowthBook: Does it support mobile and server-side flags?
Yes, there are SDKs across JavaScript, React, Python, Go, Ruby, PHP, Java, Kotlin, Swift and more, covering client, server and mobile evaluation.
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