DVC vs MLflow
DVC vs MLflow, compared side by side on 17 data points: what each one does, how big it is, what it has raised, the tech running each site, and what users report. We score both out of 100 on traction, team and visibility: DVC is on 54/100 and MLflow on 25/100.
Where each one leads
DVC
- our overall score: 54/100 against 25/100
- agent readiness: 47/100 against 40/100
MLflow
Leads on none of the measures we hold for both companies.
At a glance
| Measure | DVC | MLflow |
|---|---|---|
| What it is | Open-source platform for ML experiment tracking and data versioning. | Open-source platform for managing the ML lifecycle, from experimentation to deployment. |
| Category | MLOps, DataOps, Developer Tools, API Platform | MLOps, AI Platforms, DataOps, Developer Tools |
| Sells toBusiness model | B2B | Open Source |
| Offering | Software | Platform |
| Founded | 2018 | 2018 |
| Headquarters | San Francisco, United States | Seattle, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | DVC | MLflow |
|---|---|---|
| Employees | Not published | 41 |
| Headcount growthLast 12 months | Not published | +260.7% |
| Total funding | $154M | Not published |
| LinkedIn followers | Not published | 77,442 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | DVC | MLflow |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 54/100 | 25/100 |
| Traction | 33/100 | 16/100 |
| Search visibility | 8/100 | 64/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (47/100) | D (40/100) |
| Domain ratingLink authority, 0-100 | 72/100 | 78/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | DVC | MLflow |
|---|---|---|
| Hosting | Self Managed | AWS |
| CDN | Not detected | CloudFront |
| CMS | WordPress | Not detected |
| Frameworks | Jquery | Tailwind CSS |
| Analytics | Plausible, Jetpack Stats | Google Analytics 4, Google Tag Manager |
| Support stack | HubSpot | Not detected |
| Open source | Yes | Yes |
| Self-hostable | Yes | Yes |
DVC vs MLflow: common questions
Which is better, DVC or MLflow?
On our 0-100 score DVC rates higher (54/100 against 25/100). The score weights traction, team, visibility and profile completeness, so it reflects company strength rather than which product suits you. We compare the two on 17 data points above: read the rows that match what you are buying for.
How do DVC and MLflow compare on the numbers?
DVC leads on our overall score (54/100 against 25/100), agent readiness (47/100 against 40/100).
Read the full DVC review and pricing or the MLflow review and pricing. You can also browse other DVC alternatives we track.