Hugging Face Transformers VS JAX
As of 4 November 2026, JAX is named by 740 companies and Hugging Face Transformers by 616; Hugging Face Transformers skews to companies under 200 people (43% vs 53%), JAX to companies over 1,000 (23% 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: Hugging Face Transformers's script and mail records show on hundreds of thousands of small sites, JAX rarely leaves a trace outside its own apps. Compare on the job-posting numbers; use the footprint for reach.
- Hugging Face Transformers: 2–200 employees
- 43%
- JAX: 2–200 employees
- 53%
- Hugging Face Transformers: 1,000+ employees
- 32%
- JAX: 1,000+ employees
- 23%
- Postings per company, 90 days
- 2.1 · 2.5
- 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 | Hugging Face Transformers | share | JAX | share | Leans |
|---|---|---|---|---|---|
| Self-employed | 34 | 6% | 74 | 10% | JAX |
| 2-10 employees | 67 | 11% | 162 | 22% | JAX |
| 11-50 employees | 93 | 15% | 134 | 18% | JAX |
| 51-200 employees | 102 | 17% | 99 | 13% | Hugging Face Transformers |
| 201-500 employees | 65 | 11% | 61 | 8% | Hugging Face Transformers |
| 501-1000 employees | 59 | 10% | 41 | 6% | Hugging Face Transformers |
| 1001-5000 employees | 85 | 14% | 63 | 9% | Hugging Face Transformers |
| 5001-10000 employees | 27 | 4% | 28 | 4% | even |
| 10,001+ employees | 84 | 14% | 78 | 11% | Hugging Face Transformers |
| Segment | Hugging Face Transformers | share | JAX | share | Leans |
|---|---|---|---|---|---|
| Technology & software | 349 | 57% | 360 | 49% | Hugging Face Transformers |
| Business & finance services | 108 | 18% | 71 | 10% | Hugging Face Transformers |
| Manufacturing & industry | 50 | 8% | 128 | 17% | JAX |
| Public, community & associations | 27 | 4% | 66 | 9% | JAX |
| Media & content | 25 | 4% | 34 | 5% | even |
| Consumer services & leisure | 21 | 3% | 32 | 4% | even |
| Automotive | 11 | 2% | 9 | 1% | even |
| Utilities & infrastructure | 8 | 1% | 13 | 2% | even |
| Commerce & trade | 7 | 1% | 5 | 1% | even |
| Transport, logistics & rental | 6 | 1% | 4 | 1% | even |
| Health care | 3 | 0% | 10 | 1% | even |
| Property & construction | 1 | 0% | 6 | 1% | even |
| Segment | Hugging Face Transformers | share | JAX | share | Leans |
|---|---|---|---|---|---|
| United States | 380 | 62% | 521 | 70% | JAX |
| India | 34 | 6% | 20 | 3% | Hugging Face Transformers |
| United Kingdom | 32 | 5% | 34 | 5% | even |
| Germany | 28 | 5% | 26 | 4% | even |
| France | 16 | 3% | 10 | 1% | even |
| Singapore | 11 | 2% | – | – | outside top 12 |
| Canada | 10 | 2% | 10 | 1% | even |
| Spain | 8 | 1% | 6 | 1% | even |
| Italy | 7 | 1% | 6 | 1% | even |
| Portugal | 5 | 1% | – | – | outside top 12 |
| Belgium | 4 | 1% | – | – | outside top 12 |
| Brazil | 4 | 1% | – | – | outside top 12 |
| Australia | – | – | 8 | 1% | outside top 12 |
| Switzerland | – | – | 6 | 1% | outside top 12 |
| Poland | – | – | 5 | 1% | outside top 12 |
| Sweden | – | – | 5 | 1% | outside top 12 |
| Segment | Hugging Face Transformers | share | JAX | share | Leans |
|---|---|---|---|---|---|
| Data & AI | 1,293 | 75% | 1,780 | 65% | Hugging Face Transformers |
| Software engineering | 121 | 7% | 321 | 12% | JAX |
| IT operations & business systems | 32 | 2% | 24 | 1% | even |
| Research and science | 20 | 1% | 112 | 4% | JAX |
| Engineering (non-software) | 18 | 1% | 55 | 2% | even |
| Sales | 18 | 1% | 20 | 1% | even |
| Legal, compliance & risk | 10 | 1% | – | – | outside top 12 |
| Marketing & communications | 6 | 0% | 13 | 0% | even |
| General management & consulting | 5 | 0% | – | – | outside top 12 |
| Product, program & project management | 5 | 0% | 10 | 0% | even |
| Education & training | 4 | 0% | 11 | 0% | even |
| Finance & accounting | 4 | 0% | 13 | 0% | even |
| Design & UX | 3 | 0% | 1 | 0% | even |
| Unclassified | 3 | 0% | 9 | 0% | even |
| Arts media and entertainment | 2 | 0% | – | – | outside top 12 |
| Administration & office | 1 | 0% | 1 | 0% | even |
| Construction and civil | 1 | 0% | – | – | outside top 12 |
| Quality, safety & environment | 1 | 0% | – | – | outside top 12 |
| Business development & strategy | – | – | 6 | 0% | outside top 12 |
| Customer service & success | – | – | 3 | 0% | outside top 12 |
| Human resources | – | – | 1 | 0% | outside top 12 |
The companies behind each column
Companies using Hugging Face Transformers →
Companies using JAX →
ml frameworks ranked →
Quote the sentence with the date and the link. The numbers change daily; the link always shows the current ones.
JAX is named by 740 companies in job postings and Hugging Face Transformers by 616; 55 name both. (Breaknorm, 4 November 2026, https://breaknorm.co/compare/hugging-face-transformers-vs-jax)
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.
Hugging Face Transformers vs JAX: questions
Which is more used, Hugging Face Transformers or JAX?
By companies naming it in their own job postings, JAX (740) over Hugging Face Transformers (616). By website-and-DNS footprint, JAX (0 vs 0), because its scripts and mail records sit on many small company sites.
Who chooses Hugging Face Transformers?
43% of Hugging Face Transformers companies have 2 to 200 employees, against 53% for JAX. 32% of Hugging Face Transformers companies have over 1,000 employees, against 23% for JAX.
Do companies run both?
55 companies name both in their postings, usually Hugging Face Transformers in marketing and JAX 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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