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SaaS transparency ranking · Engineering and data

Feature flags and experimentation vendors, ranked by what they publish

Feature flag and A/B testing platforms, ranked by what they publish about how they handle your data.

7 vendors measured on their own sites, last on 2026-09-02. 6 ranked, 1 without enough data for a score. A vendor we could not measure often enough gets no rank at all, rather than a bad one.

Public transparency score, not a product or security rating. Transparency means: published on the vendor's own site, readable without a login, found by us at the addresses we checked.

  • Feature flags and experimentation35
  • All categories26
Median transparency score, out of 100. Feature flags and experimentation sits above the median across every category we measure.
Show only vendors where we found

Transparency band

1 without enough data for a band

7 vendors

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Show only vendors where we found

Transparency band

1 without enough data for a band

  • found, source linked
  • not found at the addresses we checked
  • not measured by us
  • 12 criteria in the order of the methodology, heaviest first within each group.
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Not in the ranking

We could not measure these products with our method, so they are listed here instead of being scored. This says something about our method, not about the vendor.

  • Adobe Target – We found no product-specific domain: adobe.com is the group front page for its whole product range.
  • Firebase Remote Config – We found no product-specific domain: firebase.google.com covers the whole Firebase platform at once.

Every result links its source on the vendor page. A dash means we could not measure it, not that it is missing. See how we score.