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LangSmithAI Agents
Comparison · AI Agents · weekly run Nov 3
AWS vs LangSmith
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 3 for LangSmith, 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 3)
- 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
Choose LangSmith if…
- AI answers describe it more positively (17% vs 16% positive)
- You need SOC 2 Type II or HIPAA or GDPR or ISO 27001 (Engine feature) coverage
- strong production observability
- tracing, debugging and response evaluation
AI visibility side by side
Latest weekly run · Nov 3
| Metric | AWS | LangSmith |
|---|---|---|
| Visibility score | 12.5% | 3% |
| Change vs last week | New | New |
| Rank in AI Agents | #11 | #31 |
| Share of voice | 3.1% | 0.9% |
| Mentions this run | 21 | 6 |
| Positive in AI answers | 16% | 17% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
AWS 0pp · LangSmith 0pp over 0 weekly runs.
Engine by engine
AWS leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
AWSLangSmith
Head to head in AI answers
4 engine answers name both brands
4AWS ranked higher
0LangSmith ranked higher
| Prompt | Engine | AWS | LangSmith |
|---|---|---|---|
| What should an AI agent platform integrate with? | ChatGPT | #12 | #17 |
| What should an AI agent platform integrate with? | AI Mode | #7 | #9 |
| Compare the leading AI Agents platforms | ChatGPT | #5 | #13 |
| Official website of the top AI agent platform vendors | Perplexity | #7 | #14 |
Features, pricing & fit
| Dimension | AWS | LangSmith |
|---|---|---|
| Deployment | — | Cloud, Bring Your Own Cloud, and Self-hosted |
| 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 II, HIPAA, GDPR, ISO 27001 (Engine feature) |
| Founded | 2021 | — |
| Headquarters | Seattle, Washington | San Francisco, California |
| Employees | 5,000+ | — |
| Funding | — | Series B |
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
LangSmith
- strong production observability
- tracing, debugging and response evaluation
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “AWS vs LangSmith”, https://slateindex.ai/compare/aws-vs-langsmith, data of Nov 3, 2026. Licence: CC BY 4.0.