# What should an MLOps platform integrate with?

Category: MLOps Platforms. Intent: informational. Top brand: Snowflake.

Page: https://slateindex.ai/prompt/what-should-an-mlops-platform-integrate-with-bewozeb6fi · data of 2026-11-02

## Brands named

| Brand | Share of engines |
|---|---|
| GitHub | 100% |
| Apache Airflow | 100% |
| MLflow | 100% |
| Kubeflow | 100% |
| AWS | 100% |
| Prometheus Group | 100% |
| Snowflake | 67% |
| Feast | 67% |
| Google Vertex AI | 67% |
| Jupyter | 67% |
| Tecton | 67% |
| Databricks | 67% |
| KServe | 67% |
| Arize | 67% |
| Dagster | 33% |
| Prefect | 33% |
| Weights & Biases | 33% |
| Hopsworks | 33% |
| Microsoft Azure Machine Learning | 33% |
| Amazon SageMaker AI | 33% |
| Fiddler AI | 33% |
| BentoML | 33% |
| Seldon Core | 33% |
| Evidently AI | 33% |
| WhyLabs | 33% |

## Sources

- databricks.com (2)
- microsoft.com (2)
- addepto.com (1)
- ciopages.com (1)
- coursera.org (1)
- digitalocean.com (1)
- doi.org (1)
- google.com (1)
- jfrog.com (1)
- ones.com (1)
- snowflake.com (1)
- thoughtworks.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, “What should an MLOps platform integrate with?”, https://slateindex.ai/prompt/what-should-an-mlops-platform-integrate-with-bewozeb6fi, data of 2026-11-02. Licence: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/).