Apache Hudi VS Apache Iceberg
As of 4 November 2026, Apache Iceberg is named by 872 companies and Apache Hudi by 152; Apache Hudi skews to companies under 200 people (37% vs 36%), Apache Iceberg to companies over 1,000 (37% vs 32%).
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 Hudi's script and mail records show on hundreds of thousands of small sites, Apache Iceberg rarely leaves a trace outside its own apps. Compare on the job-posting numbers; use the footprint for reach.
- Apache Hudi: 2–200 employees
- 37%
- Apache Iceberg: 2–200 employees
- 36%
- Apache Hudi: 1,000+ employees
- 32%
- Apache Iceberg: 1,000+ employees
- 37%
- Postings per company, 90 days
- 1.7 · 2.4
- Website or DNS footprint
- 0 · 0
Who chooses which
Share of each tool's companies in every segment. "Leans" marks a gap of more than two points.
| Segment | Apache Hudi | share | Apache Iceberg | share | Leans |
|---|---|---|---|---|---|
| Self-employed | 4 | 3% | 25 | 3% | even |
| 2-10 employees | 9 | 6% | 66 | 8% | even |
| 11-50 employees | 17 | 11% | 91 | 10% | even |
| 51-200 employees | 30 | 20% | 160 | 18% | even |
| 201-500 employees | 30 | 20% | 110 | 13% | Apache Hudi |
| 501-1000 employees | 14 | 9% | 101 | 12% | Apache Iceberg |
| 1001-5000 employees | 26 | 17% | 154 | 18% | even |
| 5001-10000 employees | 9 | 6% | 48 | 6% | even |
| 10,001+ employees | 13 | 9% | 117 | 13% | Apache Iceberg |
| Segment | Apache Hudi | share | Apache Iceberg | share | Leans |
|---|---|---|---|---|---|
| Technology & software | 98 | 64% | 459 | 53% | Apache Hudi |
| Business & finance services | 24 | 16% | 207 | 24% | Apache Iceberg |
| Manufacturing & industry | 10 | 7% | 62 | 7% | even |
| Media & content | 7 | 5% | 42 | 5% | even |
| Commerce & trade | 3 | 2% | 15 | 2% | even |
| Public, community & associations | 2 | 1% | 25 | 3% | even |
| Transport, logistics & rental | 2 | 1% | – | – | outside top 12 |
| Utilities & infrastructure | 2 | 1% | 15 | 2% | even |
| Automotive | 1 | 1% | 11 | 1% | even |
| Consumer services & leisure | 1 | 1% | 16 | 2% | even |
| Health care | 1 | 1% | 4 | 0% | even |
| Property & construction | 1 | 1% | 5 | 1% | even |
| Hospitality & travel | – | – | 7 | 1% | outside top 12 |
| Segment | Apache Hudi | share | Apache Iceberg | share | Leans |
|---|---|---|---|---|---|
| United States | 105 | 69% | 556 | 64% | Apache Hudi |
| India | 8 | 5% | 20 | 2% | Apache Hudi |
| United Kingdom | 7 | 5% | 54 | 6% | even |
| Germany | 5 | 3% | 35 | 4% | even |
| Canada | 4 | 3% | 22 | 3% | even |
| Switzerland | 2 | 1% | 11 | 1% | even |
| France | 2 | 1% | 15 | 2% | even |
| Netherlands | 2 | 1% | 13 | 1% | even |
| United Arab Emirates | 1 | 1% | – | – | outside top 12 |
| China | 1 | 1% | – | – | outside top 12 |
| Denmark | 1 | 1% | – | – | outside top 12 |
| EG | 1 | 1% | – | – | outside top 12 |
| Sweden | – | – | 13 | 1% | outside top 12 |
| Australia | – | – | 12 | 1% | outside top 12 |
| Singapore | – | – | 9 | 1% | outside top 12 |
| Brazil | – | – | 7 | 1% | outside top 12 |
| Segment | Apache Hudi | share | Apache Iceberg | share | Leans |
|---|---|---|---|---|---|
| Data & AI | 238 | 66% | 1,586 | 60% | Apache Hudi |
| Software engineering | 66 | 18% | 584 | 22% | Apache Iceberg |
| IT operations & business systems | 6 | 2% | 56 | 2% | even |
| Sales | 4 | 1% | 36 | 1% | even |
| Engineering (non-software) | 2 | 1% | 16 | 1% | even |
| Product, program & project management | 2 | 1% | 49 | 2% | even |
| Administration & office | 1 | 0% | – | – | outside top 12 |
| Finance & accounting | 1 | 0% | 2 | 0% | even |
| Customer service & success | – | – | 15 | 1% | outside top 12 |
| Marketing & communications | – | – | 10 | 0% | outside top 12 |
| Research and science | – | – | 5 | 0% | outside top 12 |
| Arts media and entertainment | – | – | 3 | 0% | outside top 12 |
| General management & consulting | – | – | 3 | 0% | outside top 12 |
| Unclassified | – | – | 3 | 0% | outside top 12 |
| Quality, safety & environment | – | – | 2 | 0% | outside top 12 |
| Construction and civil | – | – | 1 | 0% | outside top 12 |
| Design & UX | – | – | 1 | 0% | outside top 12 |
| Human resources | – | – | 1 | 0% | outside top 12 |
| Logistics warehouse and transport | – | – | 1 | 0% | outside top 12 |
The companies behind each column
Companies using Apache Hudi →
Companies using Apache Iceberg →
lakehouse table formats ranked →
Quote the sentence with the date and the link. The numbers change daily; the link always shows the current ones.
Apache Iceberg is named by 872 companies in job postings and Apache Hudi by 152; 206 name both. (Breaknorm, 4 November 2026, https://breaknorm.co/compare/apache-hudi-vs-apache-iceberg)
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.
Apache Hudi vs Apache Iceberg: questions
Which is more used, Apache Hudi or Apache Iceberg?
By companies naming it in their own job postings, Apache Iceberg (872) over Apache Hudi (152). By website-and-DNS footprint, Apache Iceberg (0 vs 0), because its scripts and mail records sit on many small company sites.
Who chooses Apache Hudi?
37% of Apache Hudi companies have 2 to 200 employees, against 36% for Apache Iceberg. 32% of Apache Hudi companies have over 1,000 employees, against 37% for Apache Iceberg.
Do companies run both?
206 companies name both in their postings, usually Apache Hudi in marketing and Apache Iceberg 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.
Get either list your way
The same data as a search, over MCP and the API, as bulk files, or pushed to you as it changes.
Every company on either tool,
with the person who owns it
Filter on Apache Hudi or Apache Iceberg. Start free, no card.