AgentCorePlatform for building, deploying, and operating AI agents at scale
vs
GumloopBuild AI agents for work
Comparison · AI Agents · weekly run Nov 3
AgentCore vs Gumloop
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
AgentCore is the stronger AI pick in AI Agents: it has a visibility score of 6.2 versus 4.9 for Gumloop, and ranks ahead in 100% of the answers that name both.
Choose AgentCore if…
- You want the brand AI engines rank higher (6.2 vs 4.9)
- You need HIPAA eligible or FedRAMP (Class C and D) or SOC 2 or CSA STAR or ISO certifications coverage
- You prefer a larger, established vendor (5,000+ employees)
- infrastructure-level security
Choose Gumloop if…
- 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
- web scraping and data extraction capabilities
AI visibility side by side
Latest weekly run · Nov 3
| Metric | AgentCore | Gumloop |
|---|---|---|
| Visibility score | 6.2% | 4.9% |
| Change vs last week | New | New |
| Rank in AI Agents | #20 | #24 |
| Share of voice | 1.5% | 1.6% |
| Mentions this run | 11 | 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
AgentCore 0pp · Gumloop 0pp over 0 weekly runs.
Engine by engine
AgentCore leads on 1 of 3 engines
ChatGPT
AI Mode
Perplexity
AgentCoreGumloop
Head to head in AI answers
2 engine answers name both brands
2AgentCore ranked higher
0Gumloop ranked higher
| Prompt | Engine | AgentCore | Gumloop |
|---|---|---|---|
| Best AI agent platform for enterprise | Perplexity | #5 | #15 |
| Official website of the top AI agent platform vendors | Perplexity | #6 | #19 |
Features, pricing & fit
| Dimension | AgentCore | Gumloop |
|---|---|---|
| Pricing model | — | Flat tiers |
| Entry price | — | $37 / mo |
| Free plan | — | No · 14-day trial |
| Deployment | Cloud service on AWS; Runtime instances can also run agents on the customer's own EC2 instances | Cloud-based, with VPC deployment inside a customer's AWS, Azure or Google Cloud environment. |
| Integrations | — | 400+ |
| Compliance | HIPAA eligible, FedRAMP (Class C and D), SOC 2, CSA STAR, ISO certifications | SOC 2 Type II, GDPR |
| Support | — | Email support, Dedicated Slack support on Enterprise, Gumloop University, Embedded Gumloop Expert on Enterprise |
| Founded | — | 2023 |
| Headquarters | Seattle, Washington | San Francisco, CA |
| Employees | 5,000+ | 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
AgentCore
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
AgentCore
- infrastructure-level security
- scalable, feature-rich cloud infrastructure
- one of the world's largest cloud platforms
- developer-centric, requires custom workflow work
- complexity and pricing need careful management
- requires a capable engineering team
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, “AgentCore vs Gumloop”, https://slateindex.ai/compare/agentcore-vs-gumloop, data of Nov 3, 2026. Licence: CC BY 4.0.