Amazon RedshiftFully managed, petabyte-scale cloud data warehouse on AWS
vs
SnowflakeWhere data does more
Comparison · Data Warehouse · weekly run Nov 3
Amazon Redshift vs Snowflake
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Snowflake is the stronger AI pick in Data Warehouse: it has a visibility score of 68.6 versus 40.5 for Amazon Redshift, and ranks ahead in 91% of the answers that name both.
Choose Amazon Redshift if…
- You need ISO 27017 or ISO 27018 or ISO 9001 or C5 or PCI DSS or SOC 2 coverage
- Petabyte-scale, fully managed data warehouse service
- Deep integration with AWS services like S3, IAM, and existing AWS operations
- Reserved pricing can cut compute costs substantially for committed use
Choose Snowflake if…
- You want the brand AI engines rank higher (68.6 vs 40.5)
- AI answers describe it more positively (35% vs 19% positive)
- You need SOC 2 Type 2 or FedRAMP Moderate or FedRAMP High or DoD IL4 or DoD IL5 or PCI-DSS or HITRUST or TISAX or ITAR or ISO 42001 coverage
- Multi-cloud deployment and secure, governed data sharing
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Amazon Redshift | Snowflake |
|---|---|---|
| Visibility score | 40.5% | 68.6% |
| Change vs last week | New | New |
| Rank in Data Warehouse | #3 | #1 |
| Share of voice | 9.8% | 11.3% |
| Mentions this run | 55 | 63 |
| Positive in AI answers | 19% | 35% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Amazon Redshift 0pp · Snowflake 0pp over 0 weekly runs.
Engine by engine
Snowflake leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
Amazon RedshiftSnowflake
Head to head in AI answers
56 engine answers name both brands
5Amazon Redshift ranked higher
51Snowflake ranked higher
| Prompt | Engine | Amazon Redshift | Snowflake |
|---|---|---|---|
| What is a data warehouse and when does a company need one? | ChatGPT | #5 | #3 |
| How do I choose a data warehouse for a mid-market team? | ChatGPT | #6 | #1 |
| How do I choose a data warehouse for a mid-market team? | Perplexity | #3 | #4 |
| What features matter most in a data warehouse? | ChatGPT | #5 | #3 |
| What are common mistakes when buying a data warehouse? | ChatGPT | #3 | #1 |
| What are the best data warehouse tools in 2026? | ChatGPT | #4 | #1 |
| What are the best data warehouse tools in 2026? | AI Mode | #6 | #1 |
| What are the best data warehouse tools in 2026? | Perplexity | #4 | #1 |
| Top data warehouse options for B2B SaaS companies | ChatGPT | #3 | #1 |
| Top data warehouse options for B2B SaaS companies | AI Mode | #6 | #1 |
| Top data warehouse options for B2B SaaS companies | Perplexity | #3 | #1 |
| Best data warehouse for startups | ChatGPT | #5 | #2 |
Features, pricing & fit
| Dimension | Amazon Redshift | Snowflake |
|---|---|---|
| Pricing model | — | Usage-based |
| Entry price | — | Contact sales |
| Free plan | — | No |
| Deployment | Cloud, fully managed on AWS, as Provisioned clusters or Serverless | Fully managed cloud service that runs across major public clouds and regions |
| Compliance | ISO 27001, ISO 27017, ISO 27018, ISO 9001, C5, PCI DSS, SOC 1, SOC 2 | ISO 27001, SOC 1, SOC 2 Type 2, FedRAMP Moderate, FedRAMP High, DoD IL4, DoD IL5, PCI-DSS, HITRUST, TISAX, ITAR, ISO 42001 |
| Support | — | Support, Priority Support, Status page, Community forum |
| Founded | 2013 | 2012 |
| Headquarters | — | Andover, KS, United States |
| Employees | — | 5,000+ |
| Funding | — | Post-IPO equity |
| Best for | — | Enterprises that run data engineering, analytics and AI on governed enterprise data, including large and highly regulated organizations |
Plans side by side
Amazon Redshift
Pricing not available.
Snowflake
StandardCustomconsumption-based (credits)
EnterpriseCustomconsumption-based (credits)
Business CriticalCustomconsumption-based (credits)
Virtual Private SnowflakeCustomcontact sales
Pros and cons
Themes from the AI answers that mention each brand
Amazon Redshift
- Petabyte-scale, fully managed data warehouse service
- Deep integration with AWS services like S3, IAM, and existing AWS operations
- Reserved pricing can cut compute costs substantially for committed use
- Free trial with Redshift Serverless or node-hour allowance
- Widely shortlisted as a leading cloud data warehouse
- Requires capacity and cost management, and bills can be hard to predict
Snowflake
- Multi-cloud deployment and secure, governed data sharing
- Decoupled storage and compute architecture
- Free trial with usage credits for easy getting started
- Widely adopted, most popular cloud data warehouse
- Strong for enterprise governance, high concurrency and workload isolation
- Unoptimized queries can rack up a surprisingly high bill
- Consumption pricing and credit usage are hard to predict
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Amazon Redshift vs Snowflake”, https://slateindex.ai/compare/amazon-redshift-vs-snowflake, data of Nov 3, 2026. Licence: CC BY 4.0.