DVCManage data the way code is managed.
vs
Prometheus GroupSoftware built for asset-intensive industries and trusted for 25+ years.
Comparison · MLOps Platforms · weekly run Nov 2
DVC vs Prometheus Group
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
DVC is the stronger AI pick in MLOps Platforms: it has a visibility score of 3.7 versus 3.7 for Prometheus Group.
Choose DVC if…
- Git-like versioning of data and experiments that integrates with code repositories
- Versions massive datasets and models alongside code
- Free, open-source tool often paired with MLflow
Choose Prometheus Group if…
- You need SOC 2 Type 2 coverage
- Collects metrics and works with Grafana for dashboards and alerts
- Common, widely used option for monitoring
AI visibility side by side
Latest weekly run · Nov 2
| Metric | DVC | Prometheus Group |
|---|---|---|
| Visibility score | 3.7% | 3.7% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #21 | #22 |
| Share of voice | 1.4% | 1.1% |
| Mentions this run | 9 | 8 |
| Positive in AI answers | 56% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
DVC 0pp · Prometheus Group 0pp over 0 weekly runs.
Engine by engine
DVC leads on 1 of 3 engines
ChatGPT
AI Mode
Perplexity
DVCPrometheus Group
Head to head in AI answers
0 engine answers name both brands
0DVC ranked higher
0Prometheus Group ranked higher
Features, pricing & fit
| Dimension | DVC | Prometheus Group |
|---|---|---|
| Pricing model | — | Per seat |
| Entry price | — | Contact sales |
| Free plan | — | No |
| Deployment | Runs locally on the user's machine alongside Git, with data kept in the customer's own cloud storage (S3, Azure, Google Cloud). | — |
| Compliance | — | SOC 2 Type 2 |
| Support | — | Dedicated project manager and experienced services team through implementation, Consulting services and bundled training and support |
| Founded | 2017 | 1998 |
| Headquarters | — | Raleigh, NC, United States |
| Employees | — | 1,001–5,000 |
| Funding | — | Private equity round · $10M raised |
| Best for | Individual data scientists and small data science projects that want data version control with minimal overhead. | Plant and facility operators in asset-intensive industries that run SAP, Oracle or IBM Maximo and need maintenance, operations and reliability teams working together. |
Plans side by side
DVC
Pricing not available.
Prometheus Group
Full PlatformCustomannual subscription (contact sales)
Tailored SolutionsCustomannual subscription (contact sales)
Pros and cons
Themes from the AI answers that mention each brand
DVC
- Git-like versioning of data and experiments that integrates with code repositories
- Versions massive datasets and models alongside code
- Free, open-source tool often paired with MLflow
Prometheus Group
- Collects metrics and works with Grafana for dashboards and alerts
- Common, widely used option for monitoring
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “DVC vs Prometheus Group”, https://slateindex.ai/compare/dvc-vs-prometheus, data of Nov 2, 2026. Licence: CC BY 4.0.