shouldiuse.io

Comparison

Onyx AI vs Dust

Pick Onyx AI when

  • Docs-heavy scaling teams
  • Self-hosting engineers wanting private AI search
  • Orgs wanting Glean-class search without Glean pricing
  • Open-source shops

When Onyx AI is not a fit

  • Small teams . Notion or Slack search suffices
  • Teams with no engineer to run and patch it
  • Buyers wanting zero-admin turnkey SaaS
  • Anyone connecting sensitive data before fixing the OAuth CVE

Sources

  1. Onyx AI official siteonyx.app
    official
  2. Onyx AI Pricingonyx.app
    official
  3. Onyx AI Review 2026: Open-Source Search Tested . Teamazingteamazing.com
    review
  4. Top Onyx AI alternatives for enterprise knowledge search . Dustdust.tt
    review
  5. Introducing Onyx . r/selfhostedreddit.com
    review
  6. Introducing Onyx . r/LocalLLaMAreddit.com
    review
  7. Onyx AI: Pricing, Demo & Features . SoftwareFindersoftwarefinder.com
    review
  8. Onyx AI Reviews . SoftwareFindersoftwarefinder.com
    review
  9. Onyx AI Reviews and Pricing . f6sf6s.com
    review
  10. Ramp case studyonyx.app
    official
  11. CVE-2026-71424 OAuth token exposurethehackerwire.com
    security
  12. CVE-2026-63178 auth bypasssentinelone.com
    security
  13. CVE-2026-42276 auth bypasssentinelone.com
    security
  14. Onyx raises $10Mprospeo.io
    news
  15. Top 10 Onyx AI Alternatives . G2g2.com
    review
  16. thehackerwire.comthehackerwire.com
    review