Amazon RedshiftvsSnowflake
How 10 AI models weigh Amazon Redshift against Snowflake on the 1 buying question where both came up.
- Amazon Redshift
- 100%of answers named it
- Snowflake
- 100%of answers named it
- Placed higher
- 0–40times Amazon Redshift vs Snowflake, over 40 model rankings that listed either
- Models leaning
- 0–10toward Amazon Redshift vs Snowflake
Which models prefer which
Share of each model's answers that named each product, and how often its ranking put one above the other (a product listed beats one left off) · On the 1 shared question, every wording
| Model | Amazon Redshift | Snowflake | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 100% | 100% | 0–4 | Snowflake |
| GPT-6 Luna | 100% | 100% | 0–4 | Snowflake |
| Gemini 4 Argon | 100% | 100% | 0–4 | Snowflake |
| Qwen 3.8 Flash | 100% | 100% | 0–4 | Snowflake |
| DeepSeek V4 Pro | 100% | 100% | 0–4 | Snowflake |
| GLM-5.3 | 100% | 100% | 0–4 | Snowflake |
| Kimi K3 | 100% | 100% | 0–4 | Snowflake |
| MiniMax M3 | 100% | 100% | 0–4 | Snowflake |
| Mistral Large 4 | 100% | 100% | 0–4 | Snowflake |
| Nemotron 3 Ultra | 100% | 100% | 0–4 | Snowflake |
What the models say about Amazon Redshift
One reason per model, from the shared questions
- Claude Haiku 5.5
Mature AWS-native warehouse with deep integration into the AWS data stack.
- GPT-6 Luna
A proven AWS-native warehouse with flexible deployment choices and deep ecosystem integration.
- Gemini 4 Argon
Deep AWS integration and predictable performance at scale for enterprises already invested in Amazon.
- Qwen 3.8 Flash
Deep AWS integration, mature and broadly deployed.
- DeepSeek V4 Pro
Deep AWS integration, excellent price-performance with RA3 nodes, massive scale.
- GLM-5.3
Mature AWS-native warehouse; strong performance, but less seamless than newer rivals.
- Kimi K3
Deep AWS integration, mature performance, serverless option improving ease of use.
- MiniMax M3
Mature, deep AWS integration, strong for existing AWS workloads.
- Mistral Large 4
Deep AWS ecosystem integration and strong price-performance at scale.
- Nemotron 3 Ultra
Mature AWS ecosystem, RA3 nodes, spectrum
What the models say about Snowflake
One reason per model, from the shared questions
- Claude Haiku 5.5
Strong separation of storage and compute, multi-cloud, and a broad data sharing ecosystem.
- GPT-6 Luna
Excellent managed analytics warehouse with broad cloud support, strong concurrency, and a mature ecosystem.
- Gemini 4 Argon
Unmatched multi-cloud flexibility, effortless scaling, and the best data-sharing ecosystem in the industry.
- Qwen 3.8 Flash
Market leader; best separation of storage/compute, vast marketplace.
- DeepSeek V4 Pro
Best separation of storage and compute, near-zero maintenance, strong data sharing.
- GLM-5.3
Pioneer of separation of compute and storage; near-universal adoption and workloads.
- Kimi K3
Market-leading elasticity, separation of storage and compute, broad ecosystem.
- MiniMax M3
Industry leader; separates storage/compute, scales effortlessly, massive ecosystem.
- Mistral Large 4
Best-in-class separation of compute and storage, near-zero maintenance, and top scalability.
- Nemotron 3 Ultra
Elastic compute, zero-maintenance, multi-cloud leader
Tracked since October 25, 2026. Each time the panel answers these questions again, both shares are added here.
Question by question
Share of all answers that named each, every wording pooled, with its place among every product named · Both-named questions first
| Question | Amazon Redshift | Snowflake |
|---|---|---|
| Best cloud data warehouses | 100% #1 | 100% #1 |
| Best business intelligence tools | · | 2% #20 |