Compare · ml frameworks

DeepSpeed VS TensorFlow_

As of 30 October 2026, TensorFlow is named by 3,290 companies and DeepSpeed by 151; DeepSpeed skews to companies under 200 people (57% vs 54%), TensorFlow to companies over 1,000 (25% vs 20%).

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: DeepSpeed's script and mail records show on hundreds of thousands of small sites, TensorFlow rarely leaves a trace outside its own apps. Compare on the job-posting numbers; use the footprint for reach.

DeepSpeed: 2–200 employees
57%
TensorFlow: 2–200 employees
54%
DeepSpeed: 1,000+ employees
20%
TensorFlow: 1,000+ employees
25%
Postings per company, 90 days
1.8 · 2.8
Website or DNS footprint
0 · 0
151companies name DeepSpeed
3,290companies name TensorFlow
49name both
266 · 9,268postings in 90 days, DeepSpeed · TensorFlow
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
SegmentDeepSpeedshareTensorFlowshareLeans
Self-employed75%592%DeepSpeed
2-10 employees3624%39512%DeepSpeed
11-50 employees2416%71522%TensorFlow
51-200 employees2617%65920%TensorFlow
201-500 employees2013%38012%even
501-1000 employees85%2508%TensorFlow
1001-5000 employees1611%38412%even
5001-10000 employees64%1123%even
10,001+ employees85%33610%TensorFlow
By industry
SegmentDeepSpeedshareTensorFlowshareLeans
Technology & software8858%1,72853%DeepSpeed
Public, community & associations1711%1063%DeepSpeed
Business & finance services139%54116%TensorFlow
Manufacturing & industry139%41513%TensorFlow
Media & content75%1093%even
Consumer services & leisure43%1053%even
Transport, logistics & rental43%301%even
Automotive21%401%even
Health care11%451%even
Property & construction11%291%even
Utilities & infrastructure11%682%even
Commerce & trade––602%outside top 12
By country
SegmentDeepSpeedshareTensorFlowshareLeans
United States11174%1,99361%DeepSpeed
United Kingdom96%2076%even
India96%1846%even
Canada53%863%even
Singapore43%361%even
United Arab Emirates21%––outside top 12
TH21%––outside top 12
Switzerland11%––outside top 12
Germany11%1555%TensorFlow
Spain11%391%even
Greece11%––outside top 12
South Korea11%––outside top 12
France––903%outside top 12
Netherlands––411%outside top 12
Italy––371%outside top 12
Australia––351%outside top 12
Sweden––331%outside top 12
Postings by team (share of each tool's postings)
SegmentDeepSpeedshareTensorFlowshareLeans
Data & AI30574%9,35871%DeepSpeed
Software engineering318%1,2559%even
research and science72%2122%even
Customer service & success61%––outside top 12
IT operations & business systems41%2272%even
Sales41%1111%even
Engineering (non-software)31%3172%even
General management & consulting20%701%even
Education & training10%480%even
Human resources10%––outside top 12
Marketing & communications10%––outside top 12
Product, program & project management10%821%even
Unclassified––971%outside top 12
Finance & accounting––470%outside top 12
Legal, compliance & risk––300%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.

TensorFlow is named by 3,290 companies in job postings and DeepSpeed by 151; 49 name both. (Breaknorm, 30 October 2026, https://breaknorm.co/compare/deepspeed-vs-tensorflow)
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

DeepSpeed vs TensorFlow: questions

Which is more used, DeepSpeed or TensorFlow?

By companies naming it in their own job postings, TensorFlow (3,290) over DeepSpeed (151). By website-and-DNS footprint, TensorFlow (0 vs 0), because its scripts and mail records sit on many small company sites.

Who chooses DeepSpeed?

57% of DeepSpeed companies have 2 to 200 employees, against 54% for TensorFlow. 20% of DeepSpeed companies have over 1,000 employees, against 25% for TensorFlow.

Do companies run both?

49 companies name both in their postings, usually DeepSpeed in marketing and TensorFlow 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.

Companies and people

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