BigQuery

By Google

How often 10 AI models recommend BigQuery, what they say about it, and who they recommend instead, on the 1 buying question where it came up.

Mention rate

100%of all answers on this question

Best standing

#1of 22 on Best cloud data warehouses

Buying questions

1where any model named it

Never named it

0of 10 models

Which models recommend it

Share of each model's answers that named it, at any position · The black tick marks the panel average

1. Claude Haiku 5.5100%
2. GPT-6 Luna100%
3. Gemini 4 Argon100%
4. Qwen 3.8 Flash100%
5. DeepSeek V4 Pro100%
6. GLM-5.3100%
7. Kimi K3100%
8. MiniMax M3100%
9. Mistral Large 4100%
10. Nemotron 3 Ultra100%

Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.

What the models say

Each model's one-line reason for recommending it, from its first answer

Best cloud data warehouses 10

• Claude Haiku 5.5Serverless, highly scalable, and very fast for large analytical queries with low ops burden.
• GPT-6 LunaServerless simplicity, fast analytics, and tight integration with Google Cloud and data science tools.
• Gemini 4 ArgonTrue serverless architecture with incredible speed on massive datasets and deeply integrated machine learning.
• Qwen 3.8 FlashServerless scale, zero ops, excellent for large analytics.
• DeepSeek V4 ProServerless, brilliant SQL on JSON, strong ML integration, pay-per-query model.
• GLM-5.3Serverless ease, strong ecosystem, best value for analytics-heavy Google shops.
• Kimi K3Serverless simplicity, unmatched scalability, strong pricing for bursty analytics workloads.
• MiniMax M3Serverless, pay-per-query, excellent ML integration with Vertex AI.
• Mistral Large 4Serverless simplicity, blazing analytics speed, and deep AI/ML integration.
• Nemotron 3 UltraServerless scale, SQL-native, GCP integration

Against the competition

Each question's products ranked by the share of all answers that named them, BigQuery highlighted.

Best cloud data warehouses

22 products named in 120 answers across 4 wordings

In nearly every answer

Amazon RedshiftBigQueryDatabricksSnowflake

Contested

1. 5ClickHouse86%
2. 6Oracle Autonomous Data Warehouse73%
3. 7Firebolt72%
4. 8Azure Synapse Analytics70%
5. 8Microsoft Fabric70%

Mention rate by model and question

Share of each model's answers on the question that named it · Hover a cell for the count

Question	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4 Pro	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3 Ultra
Best cloud data warehouses	100	100	100	100	100	100	100	100	100	100

Does the wording matter?

Share of answers that named it under each way of asking the question · Hover a cell for the exact wording

Question	List request	Buyer asking for advice	Search query	Worth paying for?
Best cloud data warehouses	100	100	100	100

Head to head

Against the products named most often on the same questions

BigQuery vs Amazon RedshiftBigQuery vs DatabricksBigQuery vs SnowflakeBigQuery vs ClickHouseBigQuery vs Oracle Autonomous Data WarehouseBigQuery vs Firebolt

Compare with another product

Other Google products: Google Meet, Google Chat, Google Forms, Google Drive, Google Cloud, Google Search Console, Google Calendar, Looker, Google Analytics, Wufoo, Gemini Code Assist, Google Keyword Planner, Looker Studio, Gemini, Google Cloud Build, Google Cloud Storage, Google App Engine, Google Cloud SQL, Google One, Google Sites, Firebase, Google Workspace, Google Docs, Google Cloud Spanner, Google Trends

Work on BigQuery? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.