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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 score | 32.5% | 0% |
| Change vs last week | New | New |
| Rank in Data Warehouse | #5 | #39 |
| Share of voice | 9.3% | 0% |
| Mentions this run | 52 | 0 |
| Positive in AI answers | 16% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
AWS 0pp · Yellowbrick Data 0pp over 0 weekly runs.
Engine by engine
AWS leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
AWSYellowbrick Data
Head to head in AI answers
0 engine answers name both brands
0AWS ranked higher
0Yellowbrick Data ranked higher
Features, pricing & fit
| Dimension | AWS | Yellowbrick 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. |
| Compliance | SOC 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 |
| Founded | 2021 | 2014 |
| Headquarters | Seattle, Washington | Mountain View, California, US |
| Employees | 5,000+ | 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
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.