Apache Parquet VS Model Context Protocol
As of 30 October 2026, Model Context Protocol is named by 3,710 companies and Apache Parquet by 506; Apache Parquet skews to companies under 200 people (42% vs 42%), Model Context Protocol to companies over 1,000 (31% vs 32%).
As of 30 October 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 Parquet's script and mail records show on hundreds of thousands of small sites, Model Context Protocol rarely leaves a trace outside its own apps. Compare on the job-posting numbers; use the footprint for reach.
- Apache Parquet: 2–200 employees
- 42%
- Model Context Protocol: 2–200 employees
- 42%
- Apache Parquet: 1,000+ employees
- 32%
- Model Context Protocol: 1,000+ employees
- 31%
- Postings per company, 90 days
- 2.0 · 3.2
- 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 Parquet | share | Model Context Protocol | share | Leans |
|---|---|---|---|---|---|
| Self-employed | 7 | 1% | 64 | 2% | even |
| 2-10 employees | 37 | 7% | 252 | 7% | even |
| 11-50 employees | 60 | 12% | 490 | 13% | even |
| 51-200 employees | 117 | 23% | 800 | 22% | even |
| 201-500 employees | 65 | 13% | 548 | 15% | even |
| 501-1000 employees | 58 | 11% | 408 | 11% | even |
| 1001-5000 employees | 68 | 13% | 612 | 16% | Model Context Protocol |
| 5001-10000 employees | 26 | 5% | 160 | 4% | even |
| 10,001+ employees | 68 | 13% | 376 | 10% | Apache Parquet |
| Segment | Apache Parquet | share | Model Context Protocol | share | Leans |
|---|---|---|---|---|---|
| Technology & software | 261 | 52% | 1,931 | 52% | even |
| Business & finance services | 112 | 22% | 781 | 21% | even |
| Manufacturing & industry | 46 | 9% | 276 | 7% | even |
| Public, community & associations | 25 | 5% | 82 | 2% | Apache Parquet |
| Media & content | 12 | 2% | 145 | 4% | even |
| Utilities & infrastructure | 9 | 2% | 85 | 2% | even |
| Commerce & trade | 8 | 2% | 99 | 3% | even |
| Automotive | 7 | 1% | 30 | 1% | even |
| Consumer services & leisure | 7 | 1% | 85 | 2% | even |
| Transport, logistics & rental | 5 | 1% | 50 | 1% | even |
| Health care | 4 | 1% | 67 | 2% | even |
| Property & construction | 4 | 1% | 48 | 1% | even |
| Segment | Apache Parquet | share | Model Context Protocol | share | Leans |
|---|---|---|---|---|---|
| United States | 341 | 67% | 2,391 | 64% | Apache Parquet |
| United Kingdom | 31 | 6% | 285 | 8% | even |
| Germany | 22 | 4% | 212 | 6% | even |
| France | 15 | 3% | 103 | 3% | even |
| India | 14 | 3% | 52 | 1% | even |
| Canada | 13 | 3% | 106 | 3% | even |
| Australia | 5 | 1% | 41 | 1% | even |
| Netherlands | 5 | 1% | 52 | 1% | even |
| Poland | 5 | 1% | 32 | 1% | even |
| Brazil | 4 | 1% | 32 | 1% | even |
| Switzerland | 4 | 1% | – | – | outside top 12 |
| Italy | 4 | 1% | – | – | outside top 12 |
| Sweden | – | – | 42 | 1% | outside top 12 |
| Spain | – | – | 33 | 1% | outside top 12 |
| Segment | Apache Parquet | share | Model Context Protocol | share | Leans |
|---|---|---|---|---|---|
| Data & AI | 869 | 64% | 4,805 | 33% | Apache Parquet |
| Software engineering | 293 | 22% | 4,101 | 28% | Model Context Protocol |
| IT operations & business systems | 22 | 2% | 1,440 | 10% | Model Context Protocol |
| Engineering (non-software) | 16 | 1% | 205 | 1% | even |
| Product, program & project management | 8 | 1% | 659 | 5% | Model Context Protocol |
| General management & consulting | 7 | 1% | 76 | 1% | even |
| Sales | 7 | 1% | 461 | 3% | Model Context Protocol |
| Finance & accounting | 6 | 0% | 63 | 0% | even |
| Customer service & success | 4 | 0% | 146 | 1% | even |
| Legal, compliance & risk | 3 | 0% | – | – | outside top 12 |
| Skilled trades and field service | 3 | 0% | – | – | outside top 12 |
| Administration & office | 1 | 0% | – | – | outside top 12 |
| Marketing & communications | – | – | 171 | 1% | outside top 12 |
| Design & UX | – | – | 109 | 1% | outside top 12 |
| Business development & strategy | – | – | 62 | 0% | outside top 12 |
The companies behind each column
Companies using Apache Parquet →
Companies using Model Context Protocol →
api specs data formats ranked →
Quote the sentence with the date and the link. The numbers change daily; the link always shows the current ones.
Model Context Protocol is named by 3,710 companies in job postings and Apache Parquet by 506; 0 name both. (Breaknorm, 30 October 2026, https://breaknorm.co/compare/apache-parquet-vs-model-context-protocol)
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 Parquet vs Model Context Protocol: questions
Which is more used, Apache Parquet or Model Context Protocol?
By companies naming it in their own job postings, Model Context Protocol (3,710) over Apache Parquet (506). By website-and-DNS footprint, Model Context Protocol (0 vs 0), because its scripts and mail records sit on many small company sites.
Who chooses Apache Parquet?
42% of Apache Parquet companies have 2 to 200 employees, against 42% for Model Context Protocol. 32% of Apache Parquet companies have over 1,000 employees, against 31% for Model Context Protocol.
Do companies run both?
0 companies name both in their postings, usually Apache Parquet in marketing and Model Context Protocol 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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