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Comparison

Numbers Station vs Alation

Numbers Station lands on Skip, and Alation lands on Depends.

Numbers Station versus Alation
CompareNumbers StationAlation
VerdictSkipDepends
Best forEnterprise data teams automating analyticsLarge enterprises with data governance mandates
Who it's not forAnyone wanting a standalone vendor . it was acquired in May 2025Small teams that just need a data dictionary
PrivacyNo known public vulnerabilities found in the sources reviewed.⁶Confirmed cyberattack disclosed August 20, 2026; unauthorized system access, scope still under investigation.11
Support qualityNo support evidence foundPositive support mentions on AWS and G2
Public sentimentPublic user feedback is nearly absent: G2 lists zero reviews for the seller.⁴Enterprises praise support and feature depth, while data engineers cite cost, heavy implementation, and adoption struggles.13
Biggest gotchaAcquired by Alation May 2025 . standalone contracts ended; expect migration onto Alation, not renewals¹Entry price around $7,920 is a floor; enterprise deployments commonly run far higher. Negotiate hard.14

Pick Numbers Station when

  • Enterprise data teams automating analytics
  • Alation customers adding AI agents
  • Guess: orgs with warehouse-heavy structured data

When Numbers Station is not a fit

  • Anyone wanting a standalone vendor . it was acquired in May 2025
  • Small teams; enterprise data tooling is overkill
  • Buyers without dedicated data engineers
  • Teams needing public reviews before committing

Pick Alation when

  • Large enterprises with data governance mandates
  • Orgs with dedicated data stewards and admins
  • Regulated industries needing lineage and catalogs
  • Fortune 1000-scale analytics teams

When Alation is not a fit

  • Small teams that just need a data dictionary
  • Startups without dedicated governance staff
  • Buyers wanting transparent, self-serve pricing
  • Anyone without budget for implementation and admins

Sources

  1. Alation acquires Numbers Station to bolster its AI agent capabilitiestechcrunch.com
    news
  2. Alation Acquires Numbers Station announcementalation.com
    official
  3. Numbers Station Crunchbase profile ($8.8M)crunchbase.com
    official
  4. Numbers Station seller . 0 G2 reviewsg2.com
    review
  5. Numbers Station vs Hebbia (3.9 rating)rfp.wiki
    review
  6. Softonic security page . none foundnumbers-station.en.softonic.com
    security
  7. Numbers Station security documentationdocs.numbersstation.ai
    security
  8. Norwest: Numbers Station AI co-pilot for data automationnorwest.com
    news
  9. Zenml: foundation models in the data stackzenml.io
    official
  10. FeaturedCustomers: 3 Numbers Station AI reviewsfeaturedcustomers.com
    review
  11. AI data giant Alation confirms cyberattack . TechCrunchtechcrunch.com
    security
  12. Alation Confirms Cyberattack: What Security Teams Need . eSecurityPlanetesecurityplanet.com
    security
  13. Alation Reviews . G2g2.com
    review
  14. Alation Pricing . ITQlickitqlick.com
    official
  15. Alation vs Atlan . Atlanatlan.com
    review
  16. Collibra vs Alation . The Data Governorthedatagovernor.com
    review