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Comparison · AI Agents · weekly run Nov 3
AWS vs Claude
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Claude is the stronger AI pick in AI Agents: it has a visibility score of 17.5 versus 12.5 for AWS, and ranks ahead in 45% of the answers that name both.
Choose AWS if…
- 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
- 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
Choose Claude if…
- You want the brand AI engines rank higher (17.5 vs 12.5)
- AI answers describe it more positively (53% vs 16% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 Type I or SOC 2 Type II or ISO 27001:2022 or ISO/IEC 42001:2023 or HIPAA coverage
AI visibility side by side
Latest weekly run · Nov 3
| Metric | AWS | Claude |
|---|---|---|
| Visibility score | 12.5% | 17.5% |
| Change vs last week | New | New |
| Rank in AI Agents | #11 | #8 |
| Share of voice | 3.1% | 4.1% |
| Mentions this run | 21 | 27 |
| Positive in AI answers | 16% | 53% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
AWS 0pp · Claude 0pp over 0 weekly runs.
Engine by engine
Claude leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
AWSClaude
Head to head in AI answers
11 engine answers name both brands
6AWS ranked higher
5Claude ranked higher
| Prompt | Engine | AWS | Claude |
|---|---|---|---|
| How do companies build and deploy AI agents that automate work without a dedicated tool? | ChatGPT | #5 | #2 |
| What should an AI agent platform integrate with? | ChatGPT | #12 | #11 |
| What should an AI agent platform integrate with? | AI Mode | #7 | #2 |
| Top AI agent platform options for B2B SaaS companies | ChatGPT | #4 | #15 |
| Best AI agent platform for enterprise | ChatGPT | #3 | #12 |
| Best AI agent platform for enterprise | AI Mode | #8 | #5 |
| Compare the leading AI Agents platforms | ChatGPT | #5 | #16 |
| Which AI Agents vendors do analysts recommend? | ChatGPT | #3 | #11 |
| Which AI Agents vendors do analysts recommend? | Perplexity | #3 | #18 |
| Official website of the top AI agent platform vendors | ChatGPT | #6 | #15 |
| Official website of the top AI agent platform vendors | Perplexity | #7 | #2 |
Features, pricing & fit
| Dimension | AWS | Claude |
|---|---|---|
| Deployment | — | Claude Code can be deployed through Amazon Bedrock, Google Cloud and Microsoft Foundry, and self-hosted sessions run on the customer's own infrastructure. |
| Compliance | SOC 1, SOC 2, SOC 3, ISO 27017, ISO 27018, ISO 27701, PCI DSS Level 1, FedRAMP, DoD SRG, ISO 9001, ISO 27001 | SOC 2 Type I, SOC 2 Type II, ISO 27001:2022, ISO/IEC 42001:2023, HIPAA |
| Founded | 2021 | — |
| Headquarters | Seattle, Washington | San Francisco, California |
| Employees | 5,000+ | — |
| Funding | — | Series G |
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
Claude
- Strong deep reasoning and architectural understanding
- Handles complex multi-file work and large codebases
- Effective autonomous agentic coding in terminal workflows
- Transparent, clearly named paid tiers
- Widely adopted among developers
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “AWS vs Claude”, https://slateindex.ai/compare/aws-vs-claude, data of Nov 3, 2026. Licence: CC BY 4.0.