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Databricks vs Tinybird

Databricks and Tinybird both land on Depends.

Tinybird

tinybird.co

Depends
Confidence: Medium

Buy if you're a dev team shipping real-time, API-driven analytics features and don't want to run ClickHouse yourself.

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Databricks versus Tinybird
CompareDatabricksTinybird
VerdictDependsDepends
Best forEnterprise data teamsProduct teams shipping real-time analytics features
Who it's not forSmall teams wanting simple analyticsTeams needing simple dashboards . use a BI tool
PrivacyActive security program (bug bounty, trust center) but several CVEs in 2024-2026, including a critical Azure SSRF flaw.10No known public vulnerabilities found in the sources reviewed.16
Support qualityNo support-quality evidence foundClaims 24x7 staffed support with severity-based SLOs
Public sentimentReviewers rate Databricks highly for capability and UX, but cost predictability is the loudest complaint.¹Independent feedback is thin: 19 aggregated reviews average 4.3/5, with the events ingestion endpoint the most-praised feature.
Biggest gotchaDBU pricing is opaque; buyers report unpredictable bills and overruns¹Free plan caps: 10GB storage, 0.5 vCPU, 1,000 read API requests. Costs scale with usage.15

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 Tinybird when

  • Product teams shipping real-time analytics features
  • Developers embedding SQL-powered APIs in apps
  • Kafka users wanting managed real-time analytics
  • Startups avoiding ClickHouse cluster ops

When Tinybird is not a fit

  • Teams needing simple dashboards . use a BI tool
  • Apps with modest data . Postgres handles it
  • Buyers wanting SSO without Enterprise pricing
  • Ops teams wanting full database control

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. Tinybird homepagetinybird.co
    official
  16. Tinybird product security pagetinybird.co
    security