Amazon Bedrock vs LangGraph
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
LangGraph is the stronger AI pick in AI Agents: it has a visibility score of 24.4 versus 1.7 for Amazon Bedrock, and ranks ahead in 100% of the answers that name both.
Choose Amazon Bedrock if…
- You need SOC 1 or SOC 2 or SOC 3 or ISO/IEC 27001:2022 or ISO/IEC 42001:2023 or HIPAA eligible or FedRAMP High (AWS GovCloud, US-West) or CSA STAR Level 2 or GDPR compliance usable coverage
- Fully managed service for building and deploying multi-step agents
- Wide choice of foundation models
- Multi-model inference routing across major providers
Choose LangGraph if…
- You want the brand AI engines rank higher (24.4 vs 1.7)
- AI answers describe it more positively (44% vs 30% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 Type II or ISO 27001:2022 or GDPR or HIPAA coverage
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Amazon Bedrock | LangGraph |
|---|---|---|
| Visibility score | 1.7% | 24.4% |
| Change vs last week | New | New |
| Rank in AI Agents | #45 | #4 |
| Share of voice | 0.7% | 5.3% |
| Mentions this run | 4 | 33 |
| Positive in AI answers | 30% | 44% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Amazon Bedrock 0pp · LangGraph 0pp over 0 weekly runs.
Engine by engine
LangGraph leads on 3 of 3 engines
Head to head in AI answers
4 engine answers name both brands
| Prompt | Engine | Amazon Bedrock | LangGraph |
|---|---|---|---|
| Compare the leading AI Agents platforms | AI Mode | #7 | #1 |
| Alternatives to the most popular AI agent platform | Perplexity | #7 | #3 |
| Best AI agent platform with AI features | AI Mode | #5 | #1 |
| Is Appian a good AI agent platform? | ChatGPT | #7 | #5 |
Features, pricing & fit
| Dimension | Amazon Bedrock | LangGraph |
|---|---|---|
| Deployment | Serverless and regional, with private connectivity from a VPC through AWS PrivateLink. | SaaS in US and EU regions, plus self-hosted and hybrid options available on Enterprise only. |
| Compliance | SOC 1, SOC 2, SOC 3, ISO/IEC 27001:2022, ISO/IEC 42001:2023, HIPAA eligible, FedRAMP High (AWS GovCloud, US-West), CSA STAR Level 2, GDPR compliance usable | SOC 2 Type II, ISO 27001:2022, GDPR, HIPAA |
| Headquarters | — | San Francisco |
| Funding | — | Series B |
| Best for | — | Teams building long-running, stateful AI agents. |
Pros and cons
Themes from the AI answers that mention each brand
Amazon Bedrock
- Fully managed service for building and deploying multi-step agents
- Wide choice of foundation models
- Multi-model inference routing across major providers
- Recommended as best for AWS users
LangGraph
- Production standard for stateful, multi-agent workflows
- Strong engineering control for complex, cyclical agent logic
- Widely adopted open-source developer framework
- Best choice for autonomous AI agents
- Heavy developer framework that requires coding effort
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Amazon Bedrock vs LangGraph”, https://slateindex.ai/compare/amazon-bedrock-vs-langgraph, data of Nov 3, 2026. Licence: CC BY 4.0.