Best cloud data warehouses
22 products named in 120 answers across 4 wordings
In nearly every answer
Contested
Amazon Athena
By Amazon
How often 10 AI models recommend Amazon Athena, what they say about it, and who they recommend instead, on the 1 buying question where it came up.
- Mention rate
- 4%of all answers on this question
- Best standing
- #15of 22 on Best cloud data warehouses
- Buying questions
- 1where any model named it
- Never named it
- 6of 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
Never named it: Claude Haiku 5.5 GPT-6 Luna Gemini 4 Argon DeepSeek V4 Pro MiniMax M3 Nemotron 3 Ultra
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 2
- Qwen 3.8 Flash
Zero-ops query-in-place over S3; great lightweight warehouse.
- GLM-5.3
Cheap pay-per-query lakehouse querying for lighter needs.
Against the competition
Each question's products ranked by the share of all answers that named them, Amazon Athena highlighted.
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 | 17 | 8 | 8 | 8 |
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 | 7 | 10 |
Head to head
Against the products named most often on the same questions
Other Amazon products: Amazon Redshift, Amazon Q Developer, Amazon QuickSight, AWS CodePipeline, Amazon S3, Amazon CloudWatch, Amazon WorkDocs, Amazon Chime, Amazon Drive
Work on Amazon Athena? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.