ClickHouse

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

Mention rate

86%of all answers on this question

Best standing

#5of 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. Gemini 4 Argon100%
2. GLM-5.3100%
3. Kimi K3100%
4. Nemotron 3 Ultra100%
5. GPT-6 Luna92%
6. Qwen 3.8 Flash92%
7. Mistral Large 483%
8. Claude Haiku 5.575%
9. DeepSeek V4 Pro67%
10. MiniMax M350%

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 5.5Exceptionally fast columnar engine for real-time analytics at low cost.
• GPT-6 LunaVery fast analytical queries and efficient performance for real-time, high-volume workloads.
• Gemini 4 ArgonBlistering speed and compression for real-time analytics, observability, and massive time-series workloads.
• Qwen 3.8 FlashExceptional real-time performance on high-volume queries.
• DeepSeek V4 ProOpen-source columnar speed demon, ideal for real-time analytics and event data.
• GLM-5.3Blazing-fast real-time analytics; increasingly competitive as a managed cloud.
• Kimi K3Blazing fast real-time OLAP at scale, increasingly popular for user-facing analytics.
• MiniMax M3Blazing-fast columnar analytics, ideal for real-time OLAP.
• Mistral Large 4Open-source powerhouse with unmatched real-time ingestion and query performance.
• Nemotron 3 UltraSub-second analytics, columnar compression

Against the competition

Each question's products ranked by the share of all answers that named them, ClickHouse 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	75	92	100	92	67	100	100	50	83	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	93	73	80	97

Head to head

Against the products named most often on the same questions

ClickHouse vs Amazon RedshiftClickHouse vs BigQueryClickHouse vs DatabricksClickHouse vs SnowflakeClickHouse vs Oracle Autonomous Data WarehouseClickHouse vs Firebolt

Compare with another product

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