Amazon BedrockFully managed, serverless access to foundation models and AI agent tooling
vs
GumloopBuild AI agents for work
Comparison · AI Agents · weekly run Nov 3
Amazon Bedrock vs Gumloop
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Gumloop is the stronger AI pick in AI Agents: it has a visibility score of 4.9 versus 1.7 for Amazon Bedrock.
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 Gumloop if…
- You want the brand AI engines rank higher (4.9 vs 1.7)
- AI answers describe it more positively (33% vs 30% positive)
- You need SOC 2 Type II or GDPR coverage
- visual node-based canvas for chaining AI agents
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Amazon Bedrock | Gumloop |
|---|---|---|
| Visibility score | 1.7% | 4.9% |
| Change vs last week | New | New |
| Rank in AI Agents | #45 | #24 |
| Share of voice | 0.7% | 1.6% |
| Mentions this run | 4 | 10 |
| Positive in AI answers | 30% | 33% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Amazon Bedrock 0pp · Gumloop 0pp over 0 weekly runs.
Engine by engine
Gumloop leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
Amazon BedrockGumloop
Head to head in AI answers
0 engine answers name both brands
0Amazon Bedrock ranked higher
0Gumloop ranked higher
Features, pricing & fit
| Dimension | Amazon Bedrock | Gumloop |
|---|---|---|
| Pricing model | — | Flat tiers |
| Entry price | — | $37 / mo |
| Free plan | — | No · 14-day trial |
| Deployment | Serverless and regional, with private connectivity from a VPC through AWS PrivateLink. | Cloud-based, with VPC deployment inside a customer's AWS, Azure or Google Cloud environment. |
| Integrations | — | 400+ |
| 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, GDPR |
| Support | — | Email support, Dedicated Slack support on Enterprise, Gumloop University, Embedded Gumloop Expert on Enterprise |
| Founded | — | 2023 |
| Headquarters | — | San Francisco, CA |
| Employees | — | 11–50 |
| Funding | — | Series B · $70M raised |
| Best for | — | Companies whose non-technical teams want to build their own agents while IT keeps control of access and spend. |
Plans side by side
Amazon Bedrock
Pricing not available.
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
Gumloop
- visual node-based canvas for chaining AI agents
- web scraping and data extraction capabilities
- 14-day trial offered
- suggested as a starting option for teams without engineering capacity
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Amazon Bedrock vs Gumloop”, https://slateindex.ai/compare/amazon-bedrock-vs-gumloop, data of Nov 3, 2026. Licence: CC BY 4.0.