New check

Comparison

Dremio vs Databricks

Dremio and Databricks both land on Depends.

Dremio

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

Depends

Confidence: High

Buy if you run large-scale data/ML with dedicated data engineers and budget for cost management.

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Dremio versus Databricks
Compare	Dremio	Databricks
Verdict	Depends	Depends
Best for	Enterprises with data lakes on S3	Enterprise data teams
Who it's not for	Small teams that just need a dashboard	Small teams wanting simple analytics
Privacy	One known auth-bypass CVE (2025); otherwise strong posture . CVE Numbering Authority, certifications, build scanning.^⁶	Active security program (bug bounty, trust center) but several CVEs in 2024-2026, including a critical Azure SSRF flaw.
Support quality	No usable evidence	No support-quality evidence found
Public sentiment	Users praise the SQL simplicity and lakehouse speed but report heavy setup and a smaller community than Databricks or Snowflake.^¹	Reviewers rate Databricks highly for capability and UX, but cost predictability is the loudest complaint.¹¹
Biggest gotcha	Self-hosted OSS ships dependency CVEs; patching is on your team.	DBU pricing is opaque; buyers report unpredictable bills and overruns^¹

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

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

Sources

Dremio Reviews 2026: Details, Pricing, & Features . G2g2.com
review
Can we talk about Dremio . Reddit r/dataengineeringreddit.com
review
Dremio Cloud review: A fast and flexible data lakehouse on AWS . InfoWorldinfoworld.com
review
Pricing Options . Dremiodremio.com
official
Dremio Compute Units (DCUs)dremio.com
official
CVE-2025-2298 Detail . NVDnvd.nist.gov
security
Dremio Security Bulletinsdocs.dremio.com
security
Dremio Acquired By SAP . Starburststarburst.io
news
Dremio Doubles Valuation to $2 Billion with $160M Rounddremio.com
news
Where is the catch with Dremio's forever free plan? . Redditreddit.com
review
Databricks Reviews . G2g2.com
review
Databricks Inc. Products . G2 Seller Pageg2.com
review
Need honest review on which platform to choose . Redditreddit.com
review
Pricing and cost experience . PeerSpotpeerspot.com
review
Databricks cost is a leadership problem . Kearneykearney.com
news
Databricks Pricing: DBU Rates . Mammothmammoth.io
news