Report card

Do AI agents pick GrowthBook?

How often agents choose GrowthBook when a developer needs feature flags — measured across Claude, GPT, Gemini.

GrowthBook

#5 of 5 feature flags
0%Pick Rate
95% CI 0%2%

When developers ask an AI agent for feature flags, GrowthBook is picked 0% of the time — ranking #5 of 5 measured across Claude, GPT, Gemini.

Picked 0% Named, not picked 19% Never surfaced 80%

Beaten by LaunchDarkly (25%), Unleash (6%), Statsig (3%), Flagsmith (1%).

Awareness

0 docs in FineWeb (10BT sample) · 102 URLs in Common Crawl

In the raw web crawl, but thin in the filtered corpus models actually train on — an awareness gap at the source.

AdoptionDid the pick convert to installs? Public Adoption = npm downloads of your packages. The proof half of the funnel.

4.0M installs / month ▼ 2% MoM

Installs are roughly flat month over month.

Get the full report

The per-model and per-surface breakdown for GrowthBook — where it wins, where it loses, and to whom — plus an alert when the Pick Rate moves.

About GrowthBook

Open source feature flagging and A/B testing platform for engineering and product teams.

GrowthBook lets you roll out features with flags and run controlled experiments (A/B tests) against your existing event tracking tools like GA, Segment, or Mixpanel. Feature evaluation happens locally without additional HTTP requests, which avoids the flickering common in client-side experimentation tools. It supports browser and Node.js environments and includes a Visual Editor for running experiments without writing code.

Where to start

Install the JavaScript SDK, create a GrowthBook instance with your API host and client key, then call `isOn` or `getFeatureValue` to evaluate flags and experiments against user attributes you define.

Install

Links and summary verified from public sources.

The rest of the Feature Flags ranking

← Full Feature Flags leaderboard · How this is measured