# DataRobot alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 207 of the 252 answers in the 1 category where DataRobot holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://www.gane.ai/index/it/vendors/datarobot/alternatives

## Named instead, most often (every category and segment added)

- Databricks Mosaic AI: 29
- Azure Machine Learning: 24
- Google Vertex AI: 16
- Amazon SageMaker: 13
- Google Colab: 9
- MLflow: 8

## ML platforms

**Small business**: 72 of 84 answers did not name DataRobot (DataRobot is #7 of 15 at 5%).

- Google Vertex AI: first choice in 15 of those 72
- Amazon SageMaker: first choice in 5 of those 72
- Azure Machine Learning: first choice in 5 of those 72
- Google Colab: first choice in 5 of those 72
- MLflow: first choice in 4 of those 72
- Hugging Face: first choice in 3 of those 72
- KNIME Analytics Platform: first choice in 3 of those 72
- Modal: first choice in 2 of those 72

**Mid-market**: 71 of 84 answers did not name DataRobot (DataRobot is #10 of 15 at 2%).

- Databricks Mosaic AI: first choice in 11 of those 71
- Azure Machine Learning: first choice in 8 of those 71
- Amazon SageMaker: first choice in 5 of those 71
- Dataiku: first choice in 4 of those 71
- Google Colab: first choice in 4 of those 71
- MLflow: first choice in 4 of those 71
- KNIME Analytics Platform: first choice in 3 of those 71
- PyTorch: first choice in 2 of those 71

**Enterprise**: 64 of 84 answers did not name DataRobot (DataRobot is #7 of 11 at 0%).

- Databricks Mosaic AI: first choice in 18 of those 64
- Azure Machine Learning: first choice in 11 of those 64
- Amazon SageMaker: first choice in 3 of those 64
- Domino Data Lab: first choice in 2 of those 64
- Amazon Bedrock: first choice in 1 of those 64
- Azure AI: first choice in 1 of those 64
- Dataiku: first choice in 1 of those 64
- Google Vertex AI: first choice in 1 of those 64

Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.