Amazon SageMaker vs Databricks Mosaic AI:Which is searched more?
In September 2026, Amazon SageMaker had more branded searches than Databricks Mosaic AI among MLOps platforms worldwide. Amazon SageMaker had about 42,400 branded searches, while Databricks Mosaic AI had 6,700. Amazon SageMaker made up 13.7% of all MLOps platform searches we track, and Databricks Mosaic AI accounted for 2.2%. These are worldwide searches for English-language branded terms.
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Is Amazon SageMaker or Databricks Mosaic AI more popular in search?
Compare the platforms used to run machine learning in production. Branded searches tell you how often people look for a brand by name or related terms. Comparing these searches across competitors helps you see how popular each brand is over time.
Share of searches by month for Amazon SageMaker, Databricks Mosaic AI. The figures are in the table below the chart.
View monthly share of searches table
| Month | Google Cloud Vertex AI | Weights & Biases | MLflow | Amazon SageMaker | Dataiku | DataRobot | Kubeflow | Databricks Mosaic AI | Azure Machine Learning | Neptune | Comet |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Oct 2025 | 28.7% | 16.9% | 12.9% | 14% | 12.9% | 4.7% | 3.9% | 1.7% | 3.1% | 0.51% | 0.62% |
| Nov 2025 | 35% | 16.9% | 12.8% | 12.1% | 10.5% | 3.8% | 3.8% | 1.4% | 2.6% | 0.51% | 0.51% |
| Dec 2025 | 37.7% | 17.4% | 11.3% | 10.7% | 9.3% | 3.4% | 3.4% | 1.3% | 2.3% | 2.8% | 0.43% |
| Jan 2026 | 37% | 17.1% | 11.1% | 11.6% | 11.1% | 3.3% | 3.3% | 1.6% | 2.7% | 0.65% | 0.54% |
| Feb 2026 | 39.3% | 15.5% | 11.8% | 11.2% | 9.6% | 3.5% | 3.5% | 1.6% | 2.9% | 0.57% | 0.45% |
| Mar 2026 | 40.2% | 15.9% | 12.1% | 10.3% | 9.9% | 3% | 3.6% | 1.6% | 2.4% | 0.58% | 0.48% |
| Apr 2026 | 40% | 18.5% | 12% | 9.3% | 9.9% | 2.9% | 2.9% | 1.6% | 2% | 0.38% | 0.38% |
| May 2026 | 39.2% | 18.1% | 11.8% | 10.1% | 9.6% | 3.5% | 2.9% | 1.7% | 2.4% | 0.38% | 0.38% |
| Jun 2026 | 35.1% | 16.9% | 12.9% | 11% | 12.9% | 3.1% | 3.1% | 2% | 2.1% | 0.49% | 0.34% |
| Jul 2026 | 33.4% | 16.2% | 15% | 10.5% | 12.3% | 3.7% | 3.7% | 2.4% | 2% | 0.39% | 0.39% |
| Aug 2026 | 30.8% | 17.4% | 16.9% | 11.8% | 11.3% | 3.4% | 3.4% | 2.5% | 1.8% | 0.44% | 0.34% |
| Sep 2026 | 29.2% | 16.6% | 16% | 13.7% | 13.1% | 3.2% | 3.2% | 2.2% | 2.1% | 0.52% | 0.28% |
How has the Amazon SageMaker and Databricks Mosaic AI comparison changed over the last 12 months?
3 findings
- Amazon SageMaker was ahead of Databricks Mosaic AI in every measured month of the 12 months ending September 2026.
- Across the 12 months ending September 2026, Amazon SageMaker’s share of searches among MLOps platforms worldwide moved from 14% to 13.7%, and its estimated monthly branded searches moved from 66K to 42.4K.
- Across the 12 months ending September 2026, Databricks Mosaic AI’s share of searches among MLOps platforms worldwide moved from 1.7% to 2.2%, and its estimated monthly branded searches moved from 7.9K to 6.7K.
How did search popularity change for MLOps platforms worldwide in September 2026?
2 changes
In September 2026, Amazon SageMaker gained share of searches among MLOps platforms worldwide, from 11.8% to 13.7%.
Estimated monthly branded searches for Databricks Mosaic AI worldwide fell 15.2% over 12 measured months, from 7.9K to 6.7K in September 2026.
How are branded searches counted?
5 search terms
Brandwave collects information about searches that people make online using Amazon SageMaker’s and Databricks Mosaic AI’s names. When viewed over time, estimated search volumes for these branded terms can be used to understand whether interest in the brands is growing, holding steady, or fading.
Amazon SageMaker
3 branded search terms
- amazon sagemaker
- aws sagemaker
- sagemaker
Databricks Mosaic AI
2 branded search terms
- databricks mosaic ai
- mosaic ai
Other head-to-heads among MLOps platforms
Google Cloud Vertex AI vs Weights & Biases: compare search popularity
Google Cloud Vertex AI vs MLflow: compare search popularity- Google Cloud Vertex AI vs Amazon SageMaker: compare search popularity
Google Cloud Vertex AI vs Dataiku: compare search popularity- Weights & Biases vs MLflow: compare search popularity
- Weights & Biases vs Amazon SageMaker: compare search popularity
Put your own brand in this comparison
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