Amazon Redshift

By Amazon

How often 10 AI models recommend Amazon Redshift, 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 5.5Mature AWS-native warehouse with deep integration into the AWS data stack.
• GPT-6 LunaA proven AWS-native warehouse with flexible deployment choices and deep ecosystem integration.
• Gemini 4 ArgonDeep AWS integration and predictable performance at scale for enterprises already invested in Amazon.
• Qwen 3.8 FlashDeep AWS integration, mature and broadly deployed.
• DeepSeek V4 ProDeep AWS integration, excellent price-performance with RA3 nodes, massive scale.
• GLM-5.3Mature AWS-native warehouse; strong performance, but less seamless than newer rivals.
• Kimi K3Deep AWS integration, mature performance, serverless option improving ease of use.
• MiniMax M3Mature, deep AWS integration, strong for existing AWS workloads.
• Mistral Large 4Deep AWS ecosystem integration and strong price-performance at scale.
• Nemotron 3 UltraMature AWS ecosystem, RA3 nodes, spectrum

Against the competition

Each question's products ranked by the share of all answers that named them, Amazon Redshift 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

Amazon Redshift vs BigQueryAmazon Redshift vs DatabricksAmazon Redshift vs SnowflakeAmazon Redshift vs ClickHouseAmazon Redshift vs Oracle Autonomous Data WarehouseAmazon Redshift vs Firebolt

Compare with another product

Other Amazon products: Amazon Q Developer, Amazon QuickSight, AWS CodePipeline, Amazon S3, Amazon CloudWatch, Amazon WorkDocs, Amazon Chime, Amazon Athena, Amazon Drive

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