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Databricks vs Dremio

Databricks and Dremio both land on Depends.

Dremio

dremio.com

Depends
Confidence: Medium

Buy if you are a mid-size or large org with lake-scale data on S3 and dedicated data engineers.

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Databricks versus Dremio
CompareDatabricksDremio
VerdictDependsDepends
Best forEnterprise data teamsEnterprises with data lakes on S3
Who it's not forSmall teams wanting simple analyticsSmall teams that just need a dashboard
PrivacyActive security program (bug bounty, trust center) but several CVEs in 2024-2026, including a critical Azure SSRF flaw.10One known auth-bypass CVE (2025); otherwise strong posture . CVE Numbering Authority, certifications, build scanning.
Support qualityNo support-quality evidence foundNo usable evidence
Public sentimentReviewers rate Databricks highly for capability and UX, but cost predictability is the loudest complaint.¹Users praise the SQL simplicity and lakehouse speed but report heavy setup and a smaller community than Databricks or Snowflake.15
Biggest gotchaDBU pricing is opaque; buyers report unpredictable bills and overruns¹Self-hosted OSS ships dependency CVEs; patching is on your team.

Pick Databricks when

  • Enterprise data teams
  • Large-scale ETL and ML
  • Unified lakehouse with governance
  • AI-focused orgs on cloud data

When Databricks is not a fit

  • Small teams wanting simple analytics
  • Startups without dedicated data engineers
  • Price-sensitive buyers needing predictable bills
  • Dashboard-only BI needs

Pick Dremio when

  • Enterprises with data lakes on S3
  • SQL-first BI and analytics teams
  • Orgs building AI on lakehouse data

When Dremio is not a fit

  • Small teams that just need a dashboard
  • Anyone without dedicated data engineers
  • Startups wanting predictable flat pricing
  • Spark/ML-heavy shops better served by Databricks

Sources

  1. Databricks Reviews . G2g2.com
    review
  2. Databricks Inc. Products . G2 Seller Pageg2.com
    review
  3. Need honest review on which platform to choose . Redditreddit.com
    review
  4. Pricing and cost experience . PeerSpotpeerspot.com
    review
  5. Databricks cost is a leadership problem . Kearneykearney.com
    news
  6. Databricks Pricing: DBU Rates . Mammothmammoth.io
    news
  7. Databricks Pricing Explained: DBUs, Tiers, Cost Control . DoiTdoit.com
    news
  8. Databricks wraps $5B round at $190B . CNBCcnbc.com
    news
  9. 2026 Funding Rounds . Tracxntracxn.com
    news
  10. CVE-2026-33107 Azure Databricks SSRF . SentinelOnesentinelone.com
    security
  11. CVE-2025-53763 . NVDnvd.nist.gov
    security
  12. Databricks Bug Bounty . HackerOnehackerone.com
    security
  13. Databricks Trust Centerdatabricks.com
    official
  14. Databricks Data + AI Platformdatabricks.com
    official
  15. Dremio Reviews 2026: Details, Pricing, & Features . G2g2.com
    review
  16. Can we talk about Dremio . Reddit r/dataengineeringreddit.com
    review