Amazon Redshift vs Qualtrics vs Reforge vs Snowflake

Amazon Redshift+

Starting price

$0.25/month

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Qualtrics+

Starting price

$420/month

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Reforge+

Starting price

$1995/month

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Snowflake+

Starting price

$2

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Attribute	Amazon Redshift	Qualtrics	Reforge	Snowflake
Category	Data & Databases	Research & Science	Education & Learning	Data & Databases
Pricing	Free tier	Free tier	Paid	Free tier
Starting price	✓ $0.25/month	$420/month	$1995/month	$2
Free tier	✓ Yes	✓ Yes	No	✓ Yes
Free trial	✓ Yes	No	No	✓ Yes
Deployment	—	—	—	—
API available	Unknown	Unknown	Unknown	✓ Yes
Platforms	—	—	—	—
Certifications	—	✓ 5	—	—
Integrations	—	—	—	—
Company	Founded 2012	Founded 2002	—	Founded 2012
Feature attributes
Sso Saml	— Unknown	✓ Yes	— Unknown	— Unknown
Rbac	— Unknown	✓ Yes	— Unknown	✓ Yes
Mobile App	— Unknown	— Unknown	— Unknown	— Unknown
Webhooks	— Unknown	— Unknown	— Unknown	— Unknown
Data Export	— Unknown	— Unknown	— Unknown	— Unknown
Survey Builder	— Unknown	✓ Yes	— Unknown	— Unknown
Electronic Lab Notebook	— Unknown	— Unknown	— Unknown	— Unknown
Statistical Analysis	— Unknown	— Unknown	— Unknown	— Unknown
Regulatory Support	— Unknown	— Unknown	— Unknown	— Unknown
Shared Workspace	— Unknown	— Unknown	— Unknown	— Unknown
Database Model	— Unknown	— Unknown	— Unknown	— Unknown
Managed Hosting	— Unknown	— Unknown	— Unknown	✓ Yes
Serverless	— Unknown	— Unknown	— Unknown	— Unknown
Self Hosting	— Unknown	— Unknown	— Unknown	✓ Yes
Sql Support	— Unknown	— Unknown	— Unknown	✓ Yes

Unknown values show as “Unknown”/“—”. Nothing is inferred — see each tool page for sources.