AWSVisual low-code tool for building AWS-backed apps from Figma designs
vs
MastraTypeScript AI Framework for Agents and Apps
Comparison · AI Agents · weekly run Nov 3
AWS vs Mastra
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 1.2 for Mastra, and ranks ahead in 100% of the answers that name both.
Choose AWS if…
- You want the brand AI engines rank higher (12.5 vs 1.2)
- 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 Mastra if…
- AI answers describe it more positively (100% vs 16% positive)
- Type-safe, production-grade application code
- Suited to serious production systems
AI visibility side by side
Latest weekly run · Nov 3
| Metric | AWS | Mastra |
|---|---|---|
| Visibility score | 12.5% | 1.2% |
| Change vs last week | New | New |
| Rank in AI Agents | #11 | #56 |
| Share of voice | 3.1% | 0.5% |
| Mentions this run | 21 | 3 |
| Positive in AI answers | 16% | 100% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
AWS 0pp · Mastra 0pp over 0 weekly runs.
Engine by engine
AWS leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
AWSMastra
Head to head in AI answers
1 engine answers name both brands
1AWS ranked higher
0Mastra ranked higher
| Prompt | Engine | AWS | Mastra |
|---|---|---|---|
| Compare the leading AI Agents platforms | Perplexity | #5 | #22 |
Features, pricing & fit
| Dimension | AWS | Mastra |
|---|---|---|
| Pricing model | — | Flat tiers |
| Entry price | — | Free; paid from $250 / mo |
| Free plan | — | Yes |
| Deployment | — | Self-hosted on any Node.js-compatible environment, or hosted on Mastra Cloud and Mastra Platform. |
| 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 | — | Shared Slack support channel (Enterprise), Dedicated support engineer (Enterprise), SLA support 8-5 Monday-Friday, 8am-6pm PST |
| Founded | 2021 | 2024 |
| Headquarters | Seattle, Washington | San Francisco |
| Employees | 5,000+ | 11–50 |
| Funding | — | Series A · $35M raised |
| Best for | — | Developers and teams building AI agents in TypeScript and JavaScript |
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
Mastra
- Type-safe, production-grade application code
- Suited to serious production systems
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “AWS vs Mastra”, https://slateindex.ai/compare/aws-vs-mastra, data of Nov 3, 2026. Licence: CC BY 4.0.