# TensorFlow alternatives: what AI models name instead, October 2026

IT AI Recommendation Index, October 2026 Edition. 236 of the 252 answers in the 1 category where TensorFlow holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://it-ai-index.com/vendors/tensorflow/alternatives/

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

- Databricks Mosaic AI: 34
- Amazon SageMaker: 24
- Azure Machine Learning: 21
- Google Vertex AI: 21
- MLflow: 12
- KNIME Analytics Platform: 10

## ML platforms

**Small business**: 74 of 84 answers did not name TensorFlow (TensorFlow is #7 of 14 at 3%).

- Google Vertex AI: first choice in 13 of those 74
- KNIME Analytics Platform: first choice in 8 of those 74
- MLflow: first choice in 7 of those 74
- Amazon SageMaker: first choice in 6 of those 74
- Akkio: first choice in 5 of those 74
- H2O.ai: first choice in 3 of those 74
- Hugging Face: first choice in 3 of those 74
- Azure Machine Learning: first choice in 2 of those 74

**Mid-market**: 78 of 84 answers did not name TensorFlow (TensorFlow is #8 of 13 at 2%).

- Azure Machine Learning: first choice in 12 of those 78
- Databricks Mosaic AI: first choice in 9 of those 78
- Amazon SageMaker: first choice in 8 of those 78
- MLflow: first choice in 5 of those 78
- Google Vertex AI: first choice in 4 of those 78
- Google Colab: first choice in 3 of those 78
- DataRobot: first choice in 2 of those 78
- KNIME Analytics Platform: first choice in 2 of those 78

**Enterprise**: 84 of 84 answers did not name TensorFlow.

- Databricks Mosaic AI: first choice in 25 of those 84
- Amazon SageMaker: first choice in 10 of those 84
- Azure Machine Learning: first choice in 7 of those 84
- Domino Data Lab: first choice in 5 of those 84
- Google Vertex AI: first choice in 4 of those 84
- DataRobot: first choice in 3 of those 84
- Dataiku: first choice in 3 of those 84
- Amazon Q: first choice in 1 of those 84

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