AWSVisual low-code tool for building AWS-backed apps from Figma designs
vs
Stack AIAI Agents for the Enterprise
Comparison · AI Agents · weekly run Nov 3
AWS vs Stack AI
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 AI Agents: it has a visibility score of 12.5 versus 1.4 for Stack AI.
Choose AWS if…
- You want the brand AI engines rank higher (12.5 vs 1.4)
- AI answers describe it more positively (16% vs 0% positive)
- 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 coverage
- You prefer a larger, established vendor (5,000+ employees)
Choose Stack AI if…
- You need HIPAA or GDPR or SOC 2 Type II coverage
- hosted no-code agent builders
- free tiers for experimenting
- solid G2 and Slashdot ratings
AI visibility side by side
Latest weekly run · Nov 3
| Metric | AWS | Stack AI |
|---|---|---|
| Visibility score | 12.5% | 1.4% |
| Change vs last week | New | New |
| Rank in AI Agents | #11 | #51 |
| Share of voice | 3.1% | 0.4% |
| Mentions this run | 21 | 3 |
| Positive in AI answers | 16% | 0% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
AWS 0pp · Stack AI 0pp over 0 weekly runs.
Engine by engine
AWS leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
AWSStack AI
Head to head in AI answers
0 engine answers name both brands
0AWS ranked higher
0Stack AI ranked higher
Features, pricing & fit
| Dimension | AWS | Stack AI |
|---|---|---|
| Pricing model | — | Usage-based |
| Entry price | — | Contact sales |
| Free plan | — | Yes |
| Deployment | — | Multi-tenant cloud, VPC, or on-premise |
| Integrations | — | 500+ |
| Compliance | SOC 1, SOC 2, SOC 3, ISO 27017, ISO 27018, ISO 27701, PCI DSS Level 1, FedRAMP, DoD SRG, ISO 9001, ISO 27001 | HIPAA, GDPR, SOC 2 Type II, ISO 27001 |
| Support | — | Community support on Discord, Email support, Priority support, Dedicated support |
| Founded | 2021 | 2023 |
| Headquarters | Seattle, Washington | San Francisco, CA, United States |
| Employees | 5,000+ | 51–200 |
| Funding | — | Series A · $19M raised |
| Best for | — | IT teams and enterprise architecture teams that need to orchestrate, deploy, govern, and scale AI across the enterprise, including finance, risk and operations teams. |
Plans side by side
AWS
Pricing not available.
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
Stack AI
- hosted no-code agent builders
- free tiers for experimenting
- solid G2 and Slashdot ratings
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “AWS vs Stack AI”, https://slateindex.ai/compare/aws-vs-stack-ai, data of Nov 3, 2026. Licence: CC BY 4.0.