What are the best data warehouse platforms?
Machine Learning PlatformsNamed in 6 of 6 answers
#2
76.9
Rank by surface
Claude#2
Gemini#2
Google AI Mode#2
Google AI Overviews#2
ChatGPT#2
Microsoft Copilot#2
Brand profile
A serverless, highly scalable, and cost-effective multi-cloud data warehouse designed for business intelligence and analytics.
2 questions · 2 categories · As of Nov 12, 2026
| Categories | Category rank | Questions | Score |
|---|---|---|---|
| Machine Learning Platforms | #11of 136 | 1 | 76.9 |
| Databases | #80of 170 | 1 | 16.8 |
Brands named in the same answers as Google BigQuery in the last four weeks, counted in answers.
| Brand | Answers naming the brand | Named alongside |
|---|---|---|
| AWS SageMaker | 20 | Azure Machine Learning (16), Vertex AI (15), Databricks (11) |
| Azure Machine Learning | 19 | AWS SageMaker (16), Vertex AI (14), Databricks (11) |
| Databricks Lakehouse | 13 | Snowflake (6), Redshift (6), AWS SageMaker (6) |
| RunPod | 11 | Lambda Labs (9), AWS (6), CoreWeave (6) |
| Snowflake | 7 | Redshift (6), Databricks Lakehouse (6), Google BigQuery (6) |
| Vertex AI | 17 | AWS SageMaker (15), Azure Machine Learning (14), Databricks (9) |
| Lambda Labs | 10 | RunPod (9), AWS (6), CoreWeave (6) |
| Labelbox | 6 | CVAT (6), Encord (5), SuperAnnotate (5) |
| Hugging Face | 11 | Vertex AI (7), AWS SageMaker (6), Azure Machine Learning (6) |
| Scikit-learn | 9 | Google Colab (6), AWS SageMaker (5), Azure Machine Learning (5) |
| Google BigQuery | 6 | Snowflake (6), Redshift (6), Databricks Lakehouse (6) |
| CoreWeave | 6 | RunPod (6), Lambda Labs (6), AWS (5) |
| Google Colab | 13 | AWS SageMaker (8), Azure Machine Learning (7), Scikit-learn (6) |
| Databricks | 11 | AWS SageMaker (11), Azure Machine Learning (11), Vertex AI (9) |
| KNIME Analytics Platform | 7 | AWS SageMaker (6), H2O.ai (5), Vertex AI (5) |
| Redshift | 6 | Snowflake (6), Databricks Lakehouse (6), Google BigQuery (6) |
| Google Cloud Platform | 7 | AWS (6), RunPod (6), Lambda Labs (6) |
| H2O.ai | 10 | AWS SageMaker (10), Azure Machine Learning (9), Vertex AI (8) |
| Scale AI (product) | 4 | CVAT (4), Label Studio (by Heartex) (4), Labelbox (4) |
| CVAT | 6 | Labelbox (6), Encord (5), SuperAnnotate (5) |
| Google Gemini API | 5 | Anthropic Claude API (3), Hugging Face (2), OpenAI (2) |
| SuperAnnotate | 5 | CVAT (5), Labelbox (5), Encord (4) |
| Roboflow | 5 | CVAT (5), Labelbox (5), Encord (4) |
| Label Studio (by Heartex) | 4 | CVAT (4), Scale AI (product) (4), Labelbox (4) |
| AWS | 6 | RunPod (6), Google Cloud Platform (6), Lambda Labs (6) |
| Anthropic Claude API | 3 | Google Gemini API (3), Hugging Face (1), OpenAI (1) |
| OpenAI | 4 | Google Gemini API (2), Anthropic Claude API (1), AWS (1) |
| Google Teachable Machine | 4 | Google Colab (4), Scikit-learn (3), KNIME Analytics Platform (1) |
| Encord | 5 | CVAT (5), Labelbox (5), SuperAnnotate (4) |
| TensorFlow | 6 | AWS SageMaker (5), Azure Machine Learning (4), Databricks (4) |
Sites the answers naming this brand cited in the last four weeks. Counts are citing answers.
| Rank | Source | Citing answers |
|---|---|---|
| 1 | domo.com | 3 |
| 2 | clickhouse.com | 2 |
| 3 | worldmetrics.org | 2 |
| 4 | aegissofttech.com | 1 |
| 5 | airbyte.com | 1 |
| 6 | alphacorp.ai | 1 |
| 7 | analyticsinsight.net | 1 |
| 8 | bachasoftware.com | 1 |
| 9 | bairesdev.com | 1 |
| 10 | bestarion.com | 1 |
For the brand's best questions: of each surface's 1 answers, how many named it.
| Questions | ||||||
|---|---|---|---|---|---|---|
| 1What are the best data warehouse platforms? | 1 | 1 | 1 | 1 | 1 | 1 |
| 2Which databases are best for large-scale applications? | 0 | 0 | 1 | 1 | 0 | 0 |
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