DVC VS MLflow
As of 30 October 2026, MLflow is named by 1,327 companies and DVC by 137; DVC skews to companies under 200 people (59% vs 41%), MLflow to companies over 1,000 (36% vs 19%).
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: DVC's script and mail records show on hundreds of thousands of small sites, MLflow rarely leaves a trace outside its own apps. Compare on the job-posting numbers; use the footprint for reach.
- DVC: 2–200 employees
- 59%
- MLflow: 2–200 employees
- 41%
- DVC: 1,000+ employees
- 19%
- MLflow: 1,000+ employees
- 36%
- Postings per company, 90 days
- 1.5 · 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 | DVC | share | MLflow | share | Leans |
|---|---|---|---|---|---|
| Self-employed | 7 | 5% | 16 | 1% | DVC |
| 2-10 employees | 20 | 15% | 110 | 8% | DVC |
| 11-50 employees | 27 | 20% | 178 | 13% | DVC |
| 51-200 employees | 34 | 25% | 255 | 19% | DVC |
| 201-500 employees | 15 | 11% | 175 | 13% | MLflow |
| 501-1000 employees | 8 | 6% | 121 | 9% | MLflow |
| 1001-5000 employees | 15 | 11% | 212 | 16% | MLflow |
| 5001-10000 employees | 3 | 2% | 68 | 5% | MLflow |
| 10,001+ employees | 8 | 6% | 192 | 14% | MLflow |
| Segment | DVC | share | MLflow | share | Leans |
|---|---|---|---|---|---|
| Technology & software | 69 | 50% | 657 | 50% | even |
| Manufacturing & industry | 29 | 21% | 139 | 10% | DVC |
| Business & finance services | 18 | 13% | 277 | 21% | MLflow |
| Media & content | 6 | 4% | 48 | 4% | even |
| Public, community & associations | 4 | 3% | 39 | 3% | even |
| Consumer services & leisure | 4 | 3% | 25 | 2% | even |
| Utilities & infrastructure | 3 | 2% | 29 | 2% | even |
| Agriculture & forestry | 1 | 1% | – | – | outside top 12 |
| Commerce & trade | 1 | 1% | 40 | 3% | MLflow |
| Health care | 1 | 1% | 17 | 1% | even |
| Hospitality & travel | 1 | 1% | – | – | outside top 12 |
| Transport, logistics & rental | – | – | 18 | 1% | outside top 12 |
| Property & construction | – | – | 16 | 1% | outside top 12 |
| Automotive | – | – | 12 | 1% | outside top 12 |
| Segment | DVC | share | MLflow | share | Leans |
|---|---|---|---|---|---|
| United States | 77 | 56% | 791 | 60% | MLflow |
| France | 11 | 8% | 50 | 4% | DVC |
| Germany | 10 | 7% | 58 | 4% | DVC |
| United Kingdom | 10 | 7% | 100 | 8% | even |
| India | 7 | 5% | 37 | 3% | DVC |
| Canada | 3 | 2% | 39 | 3% | even |
| United Arab Emirates | 2 | 1% | – | – | outside top 12 |
| Belgium | 2 | 1% | – | – | outside top 12 |
| Poland | 2 | 1% | 18 | 1% | even |
| Portugal | 2 | 1% | – | – | outside top 12 |
| Switzerland | 1 | 1% | 11 | 1% | even |
| China | 1 | 1% | – | – | outside top 12 |
| Netherlands | – | – | 28 | 2% | outside top 12 |
| Australia | – | – | 21 | 2% | outside top 12 |
| Singapore | – | – | 15 | 1% | outside top 12 |
| Brazil | – | – | 12 | 1% | outside top 12 |
| Segment | DVC | share | MLflow | share | Leans |
|---|---|---|---|---|---|
| Data & AI | 241 | 77% | 3,206 | 74% | DVC |
| Software engineering | 25 | 8% | 421 | 10% | even |
| Engineering (non-software) | 4 | 1% | 20 | 0% | even |
| IT operations & business systems | 3 | 1% | 149 | 3% | MLflow |
| Finance & accounting | 2 | 1% | 7 | 0% | even |
| Logistics warehouse and transport | 2 | 1% | 5 | 0% | even |
| Research and science | 2 | 1% | 12 | 0% | even |
| Arts media and entertainment | 1 | 0% | – | – | outside top 12 |
| Customer service & success | 1 | 0% | – | – | outside top 12 |
| Design & UX | 1 | 0% | – | – | outside top 12 |
| General management & consulting | 1 | 0% | 31 | 1% | even |
| Legal, compliance & risk | 1 | 0% | 10 | 0% | even |
| Product, program & project management | – | – | 50 | 1% | outside top 12 |
| Sales | – | – | 41 | 1% | outside top 12 |
| Marketing & communications | – | – | 7 | 0% | outside top 12 |
The companies behind each column
Companies using DVC →
Companies using MLflow →
mlops platforms ranked →
Quote the sentence with the date and the link. The numbers change daily; the link always shows the current ones.
MLflow is named by 1,327 companies in job postings and DVC by 137; 167 name both. (Breaknorm, 30 October 2026, https://breaknorm.co/compare/dvc-vs-mlflow)
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.
DVC vs MLflow: questions
Which is more used, DVC or MLflow?
By companies naming it in their own job postings, MLflow (1,327) over DVC (137). By website-and-DNS footprint, MLflow (0 vs 0), because its scripts and mail records sit on many small company sites.
Who chooses DVC?
59% of DVC companies have 2 to 200 employees, against 41% for MLflow. 19% of DVC companies have over 1,000 employees, against 36% for MLflow.
Do companies run both?
167 companies name both in their postings, usually DVC in marketing and MLflow 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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