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Comparison · Data Warehouse · weekly run Nov 3

AWS vs Yellowbrick Data

Which one do AI engines recommend, and how do they differ on price, fit and features?

The short answer

AWS is the stronger AI pick in Data Warehouse: it has a visibility score of 32.5 versus 0 for Yellowbrick Data.

Choose AWS if…

  • You want the brand AI engines rank higher (32.5 vs 0)
  • You need SOC 1 or SOC 2 or SOC 3 or ISO 27017 or ISO 27018 or ISO 27701 or PCI DSS Level 1 or FedRAMP or DoD SRG or ISO 9001 or ISO 27001 coverage
  • You prefer a larger, established vendor (5,000+ employees)
  • Core federation and multi-account management included at no extra charge

Choose Yellowbrick Data if…

  • You need a self-hosted or on-premises option

AI visibility side by side

Latest weekly run · Nov 3

Metric AWS Yellowbrick Data
Visibility score32.5%0%
Change vs last weekNewNew
Rank in Data Warehouse#5#39
Share of voice9.3%0%
Mentions this run520
Positive in AI answers16%—

The stronger value in each row is marked with a ✓.

Visibility score trend

Weekly runs over the last 60 days

0%25%50%75%100%Nov 3AWS 33%

AWS 0pp · Yellowbrick Data 0pp over 0 weekly runs.

Engine by engine

AWS leads on 3 of 3 engines

ChatGPT
34.6%
0%
AI Mode
42%
0%
Perplexity
20.7%
0%
AWSYellowbrick Data

Head to head in AI answers

0 engine answers name both brands

0AWS ranked higher
0Yellowbrick Data ranked higher

Features, pricing & fit

DimensionAWSYellowbrick Data
Pricing model—Usage-based
Entry price—$482 / mo
Free plan—No
Deployment—Installed in your own AWS, Azure or GCP cloud account, or on-premises, with Kubernetes-based architecture and a self-contained management plane.
ComplianceSOC 1, SOC 2, SOC 3, ISO 27017, ISO 27018, ISO 27701, PCI DSS Level 1, FedRAMP, DoD SRG, ISO 9001, ISO 27001—
Support—Global 24x7 support included in every subscription at no extra charge, Customer success team
Founded20212014
HeadquartersSeattle, WashingtonMountain View, California, US
Employees5,000+201–500
Funding—Series A
Best for—Enterprises that need high-concurrency data warehousing and streaming analytics while keeping data under their own control in their cloud or data center, and SaaS vendors that embed analytics in their applications.

Plans side by side

AWS

Pricing not available.

Yellowbrick Data

Predictable Value Subscription (One Year)$613vCPU / year
Guaranteed 3-Year Price Subscription$482vCPU / year
Burst Pricing (On-Demand Monthly)$0.28vCPU / hour
Yellowbrick Data pricing

Pros and cons

Themes from the AI answers that mention each brand

AWS

  • Core federation and multi-account management included at no extra charge
  • Enterprise-grade reliability and uptime on AWS infrastructure
  • Pay-as-you-go, usage-based pricing
  • Deep integration with the AWS ecosystem and AI tools
  • Recognised by analysts such as Gartner and ISG
  • Requires strong AWS engineering or technical expertise

Yellowbrick Data

Profile in progress.

Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run

Cite as: SlateIndex, “AWS vs Yellowbrick Data”, https://slateindex.ai/compare/aws-vs-yellowbrick-data, data of Nov 3, 2026. Licence: CC BY 4.0.