Databricks
Depends
Confidence: High
Buy if you run large-scale data/ML with dedicated data engineers and budget for cost management.
New check
Comparison
Databricks vs MotherDuck
Databricks and MotherDuck both land on Depends.
MotherDuck
Depends
Confidence: Medium
Buy it if you're a small-to-mid data team that lives in SQL and wants DuckDB power with sharing and zero ops.
| Compare | ||
|---|---|---|
| Verdict | Depends | Depends |
| Best for | Enterprise data teams | Startups and small data teams |
| Who it's not for | Small teams wanting simple analytics | Petabyte-scale enterprises |
| Privacy | Active security program (bug bounty, trust center) but several CVEs in 2024-2026, including a critical Azure SSRF flaw.10 | No known public vulnerabilities found in the sources reviewed. |
| Support quality | No support-quality evidence found | Vendor claims engaged support; thin independent evidence |
| Public sentiment | Reviewers rate Databricks highly for capability and UX, but cost predictability is the loudest complaint.¹ | Users love the simplicity and sharing, but grumble about the 2026 price hike and whether it belongs in production. |
| Biggest gotcha | DBU pricing is opaque; buyers report unpredictable bills and overruns¹ | Feb 2026 hike killed the $25 plan; entry paid tier is $250 Business |
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 MotherDuck when
- Startups and small data teams
- dbt + SQL analytics stacks
- Ex-Redshift warehouses under 1TB
- DuckDB fans needing sharing
When MotherDuck is not a fit
- Petabyte-scale enterprises
- Teams needing mature governance and admin tooling
- Budget hobbyists . the $25 plan is gone
- Anyone unwilling to accept hosted-DuckDB lock-in
Sources
- Databricks Reviews . G2g2.comreview
review
review
- Pricing and cost experience . PeerSpotpeerspot.comreview
news
- Databricks Pricing: DBU Rates . Mammothmammoth.ionews
news
news
- 2026 Funding Rounds . Tracxntracxn.comnews
- CVE-2026-33107 Azure Databricks SSRF . SentinelOnesentinelone.comsecurity
- CVE-2025-53763 . NVDnvd.nist.govsecurity
- Databricks Bug Bounty . HackerOnehackerone.comsecurity
- Databricks Trust Centerdatabricks.comofficial
- Databricks Data + AI Platformdatabricks.comofficial
- Honest review of MotherDuck - Data Engineering Centraldataengineeringcentral.substack.comreview
- MotherDuck Reviews | G2g2.comreview