# Is there a free MLOps platform for small teams?

Category: MLOps Platforms. Intent: transactional. Top brand: MLflow.

Page: https://slateindex.ai/prompt/is-there-a-free-mlops-platform-for-small-teams-izsclsgqj3 · data of 2026-11-02

## Brands named

| Brand | Share of engines |
|---|---|
| MLflow | 100% |
| Weights & Biases | 100% |
| ClearML | 67% |
| ZenML | 67% |
| Comet | 67% |
| DVC | 67% |
| DagsHub | 33% |
| Databricks | 33% |
| GitHub | 33% |
| AWS | 33% |
| Kubeflow | 33% |

## Sources

- costbench.com (3)
- mlflow.org (3)
- comet.com (2)
- dagshub.com (2)
- wandb.ai (2)
- zenml.io (2)
- clear.ml (1)
- edgewisely.com (1)
- g2.com (1)
- getaiperks.com (1)
- github.com (1)
- guideflow.com (1)
- modern-datatools.com (1)
- rankite.com (1)
- respan.ai (1)
- toolradar.com (1)

## Definitions

- Visibility (0–100): how often and how high AI answers name the brand, weighted by position.
- Mention rate: share of collected AI answers that name the brand.
- Share of voice: the brand's mentions as a share of all brand mentions in the category.
- Citation authority: share of answers naming the brand that cite the brand's own site.

Cite as: SlateIndex, “Is there a free MLOps platform for small teams?”, https://slateindex.ai/prompt/is-there-a-free-mlops-platform-for-small-teams-izsclsgqj3, data of 2026-11-02. Licence: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/).