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SaaS transparency ranking · Engineering and data

Coding assistants

16 vendors · updated 2026-09-06

Cloud coding assistants and development agents, ranked by the public disclosures we can verify.

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.

+17against the median of every category we measure

  • Coding assistants39
  • All categories22
Median transparency score, out of 100. Coding assistants sits above the median across every category we measure.
  1. A0 0%
  2. B1 6%
  3. C0 0%
  4. D6 38%
  5. E3 19%
  6. F6 38%
16 vendors with a score. Bands have fixed thresholds, see how the score works.
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Each of these is the same ranking with one condition, and each exists only where we measured it for at least 8 vendors.

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How this market does on each criterion, with its own share and how it compares with the rest.

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Each comparison lists only the criteria where the two differ, with the source for every one. All comparisons.

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