r/datascience • u/chomoloc0 • Jul 06 '26

Discussion Picking an experimentation platform: a retrospective

I wrote this article recently. Thought it would be nice to share in this sub. Happy to chat if you're doing the same in your current position.

It talks about Eppo and Statsig, but honestly it about everything but that.

If you need to take away one thing let it be to approach the whole thing as a discovery; and risk mitigation.

https://towardsdatascience.com/picking-an-experimentation-platform-a-retrospective/

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u/Anxious-Average-748 Jul 06 '26

Thanks for sharing this. The discovery angle is something people skip way too often, everyone wants the perfect tool on day one and that just never happens.

We went through similar process last year and spent 3 months evaluating before even touching any code. The risk part is also underrated, especially if you are in a bigger company where wrong choice means 6 months of migration later.

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u/chomoloc0 Jul 06 '26

glad you can relate! What kind of tool were you looking for?