Frequently Asked Questions

A curated summary of the top questions asked on our Slack community, often relating to implementation, functionality, and building better products generally.
Statsig FAQs
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GENERAL

How are users assigned to groups in an experiment, and can their group assignment change over time?

Date of slack thread: 4/18/24

Anonymous: In a given experiment that’s defined by a user ID type: once a user is exposed to that group, will they always be exposed to that group, or can they be exposed to a different group for a later session?

tore (Statsig): I’ll add a bit more info here, since this is a common point of confusion. A lot of times people assume we track all users by their ID to know who is in which group, but that doesn’t scale well. Instead, we make it deterministic: given a stable state of experiment, targeting criteria, and a stable user object, you will get the same evaluation, always.

Rather than switching groups, the more likely thing to happen is that the user is no longer eligible for the experiment (fails the targeting gate). If you aren’t using a targeting gate, you are good to go. If you are, and the user properties change in a way that causes them to fail the targeting gate, a subsequent check could go from bucketed into an experiment group to not eligible for the experiment.

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At Notion, we're continuously learning what our users value and want every team to run experiments to learn more. It’s also critical to maintain speed as a habit. Statsig's experimentation platform enables both this speed and learning for us.
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We evaluated Optimizely, LaunchDarkly, Split, and Eppo, but ultimately selected Statsig due to its comprehensive end-to-end integration. We wanted a complete solution rather than a partial one, including everything from the stats engine to data ingestion.
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We only had so many analysts. Statsig provided the necessary tools to remove the bottleneck. I know that we are able to impact our key business metrics in a positive way with Statsig. We are definitely heading in the right direction with Statsig.
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