Compare · lakehouse table formats

Apache Iceberg VS Microsoft OneLake_

As of 4 November 2026, Microsoft OneLake is named by 306 companies and Apache Iceberg by 872; Apache Iceberg skews to companies under 200 people (36% vs 23%), Microsoft OneLake to companies over 1,000 (47% vs 37%).

As of 4 November 2026 · refreshed daily · counts move as websites, DNS and career sites are re-read.

The website-and-DNS footprint is not comparable between a marketing suite and a CRM: Apache Iceberg's script and mail records show on hundreds of thousands of small sites, Microsoft OneLake rarely leaves a trace outside its own apps. Compare on the job-posting numbers; use the footprint for reach.

Apache Iceberg: 2–200 employees
36%
Microsoft OneLake: 2–200 employees
23%
Apache Iceberg: 1,000+ employees
37%
Microsoft OneLake: 1,000+ employees
47%
Postings per company, 90 days
2.4 · 2.0
Website or DNS footprint
0 · 0
872companies name Apache Iceberg
306companies name Microsoft OneLake
0name both
2,112 · 599postings in 90 days, Apache Iceberg · Microsoft OneLake
02 — Side by side

Who chooses which

Share of each tool's companies in every segment. "Leans" marks a gap of more than two points.

By company size
SegmentApache IcebergshareMicrosoft OneLakeshareLeans
Self-employed253%21%Apache Iceberg
2-10 employees668%134%Apache Iceberg
11-50 employees9110%134%Apache Iceberg
51-200 employees16018%4515%Apache Iceberg
201-500 employees11013%4414%even
501-1000 employees10112%4515%Microsoft OneLake
1001-5000 employees15418%8227%Microsoft OneLake
5001-10000 employees486%165%even
10,001+ employees11713%4615%even
By industry
SegmentApache IcebergshareMicrosoft OneLakeshareLeans
Technology & software45953%10534%Apache Iceberg
Business & finance services20724%6722%even
Manufacturing & industry627%4113%Microsoft OneLake
Media & content425%83%Apache Iceberg
Public, community & associations253%52%even
Consumer services & leisure162%103%even
Commerce & trade152%114%even
Utilities & infrastructure152%93%even
Automotive111%72%even
Hospitality & travel71%––outside top 12
Property & construction51%134%Microsoft OneLake
Health care40%124%Microsoft OneLake
Transport, logistics & rental––134%outside top 12
By country
SegmentApache IcebergshareMicrosoft OneLakeshareLeans
United States55664%18059%Apache Iceberg
United Kingdom546%268%Microsoft OneLake
Germany354%103%even
Canada223%155%Microsoft OneLake
India202%83%even
France152%72%even
Netherlands131%41%even
Sweden131%41%even
Australia121%72%even
Switzerland111%––outside top 12
Singapore91%––outside top 12
Brazil71%52%even
Belgium––72%outside top 12
Spain––52%outside top 12
Postings by team (share of each tool's postings)
SegmentApache IcebergshareMicrosoft OneLakeshareLeans
Data & AI1,58660%52173%Microsoft OneLake
Software engineering58422%345%Apache Iceberg
IT operations & business systems562%385%Microsoft OneLake
Product, program & project management492%193%even
Sales361%162%even
Engineering (non-software)161%51%even
Customer service & success151%––outside top 12
Marketing & communications100%10%even
research and science50%––outside top 12
arts media and entertainment30%––outside top 12
General management & consulting30%30%even
Unclassified30%––outside top 12
Finance & accounting20%20%even
Quality, safety & environment20%––outside top 12
construction and civil10%––outside top 12
Design & UX10%––outside top 12
Human resources10%––outside top 12
logistics warehouse and transport10%30%even
Legal, compliance & risk––10%outside top 12
Retail & store operations––10%outside top 12
Cite this

Quote the sentence with the date and the link. The numbers change daily; the link always shows the current ones.

Microsoft OneLake is named by 306 companies in job postings and Apache Iceberg by 872; 0 name both. (Breaknorm, 4 November 2026, https://breaknorm.co/compare/apache-iceberg-vs-onelake)
How we know

Read from the source, not self-reported

Every number on this page can be traced to a page we crawled or a posting we read. Full methodology →

  • Job postingsRead hourly from career sites. A tool counts when the employer's own text names it as the team's system; both tools can count for one company.
  • Website and DNSScripts and embeds on the company's pages, plus SPF, DKIM, MX and CNAME records of its domain that point at the vendor.
  • SegmentsCountry, size and industry from the company profile built from its website.
  • Not a reviewNo ratings, prices or feature claims. For those, read the vendors.
FAQ

Apache Iceberg vs Microsoft OneLake: questions

Which is more used, Apache Iceberg or Microsoft OneLake?

By companies naming it in their own job postings, Apache Iceberg (872) over Microsoft OneLake (306). By website-and-DNS footprint, Microsoft OneLake (0 vs 0), because its scripts and mail records sit on many small company sites.

Who chooses Apache Iceberg?

36% of Apache Iceberg companies have 2 to 200 employees, against 23% for Microsoft OneLake. 37% of Apache Iceberg companies have over 1,000 employees, against 47% for Microsoft OneLake.

Do companies run both?

0 companies name both in their postings, usually Apache Iceberg in marketing and Microsoft OneLake in sales, or during a migration.

Where do these numbers come from?

From the employer's own text in job postings read hourly from career sites, and from scripts found on company websites in our crawl. No vendor data, no surveys.

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