Report card

Do AI agents pick Flagsmith?

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

Flagsmith

#4 of 5 feature flags
1%Pick Rate
95% CI 1%4%

When developers ask an AI agent for feature flags, Flagsmith is picked 1% of the time — ranking #4 of 5 measured across Claude, GPT, Gemini.

Picked 1% Named, not picked 33% Never surfaced 66%

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

Awareness

0 docs in FineWeb (10BT sample) · 127 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.

1.1M installs / month ▲ 8% MoM

Installs are roughly flat month over month.

Get the full report

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

About Flagsmith

Feature flag and remote config management across projects, environments, and organizations.

Flagsmith lets development teams control feature rollouts and manage remote configuration without redeploying code. It supports multiple projects and environments, making it suited for teams practicing continuous delivery who need to decouple deployment from feature release.

Where to start

Sign up at Flagsmith, create a project and environment to get an environment key, then integrate using one of their SDKs. Full documentation covers the JavaScript client and other supported platforms.

Install

Links and summary verified from public sources.

The rest of the Feature Flags ranking

← Full Feature Flags leaderboard · How this is measured