GumloopBuild AI agents for work
vs
LangGraphLow-level orchestration framework and runtime for long-running, stateful agents.
Comparison · AI Agents · weekly run Nov 3
Gumloop 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 4.9 for Gumloop, and ranks ahead in 71% of the answers that name both.
Choose Gumloop if…
- 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
Choose LangGraph if…
- You want the brand AI engines rank higher (24.4 vs 4.9)
- AI answers describe it more positively (44% vs 33% positive)
- You need a self-hosted or on-premises option
- You need ISO 27001:2022 or HIPAA coverage
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Gumloop | LangGraph |
|---|---|---|
| Visibility score | 4.9% | 24.4% |
| Change vs last week | New | New |
| Rank in AI Agents | #24 | #4 |
| Share of voice | 1.6% | 5.3% |
| Mentions this run | 10 | 33 |
| Positive in AI answers | 33% | 44% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Gumloop 0pp · LangGraph 0pp over 0 weekly runs.
Engine by engine
LangGraph leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
GumloopLangGraph
Head to head in AI answers
7 engine answers name both brands
2Gumloop ranked higher
5LangGraph ranked higher
| Prompt | Engine | Gumloop | LangGraph |
|---|---|---|---|
| What are the best AI Agents tools in 2026? | ChatGPT | #9 | #2 |
| Best AI agent platform for startups | Perplexity | #5 | #3 |
| Best AI agent platform for enterprise | Perplexity | #15 | #7 |
| Which AI agent platform has transparent pricing? | AI Mode | #4 | #7 |
| Official website of the top AI agent platform vendors | Perplexity | #19 | #13 |
| Where can I sign up for an AI agent platform? | AI Mode | #1 | #11 |
| Who makes the most used AI agent platform? | Perplexity | #11 | #3 |
Features, pricing & fit
| Dimension | Gumloop | LangGraph |
|---|---|---|
| Pricing model | Flat tiers | — |
| Entry price | $37 / mo | — |
| Free plan | No · 14-day trial | — |
| Deployment | Cloud-based, with VPC deployment inside a customer's AWS, Azure or Google Cloud environment. | SaaS in US and EU regions, plus self-hosted and hybrid options available on Enterprise only. |
| Integrations | 400+ | — |
| Compliance | SOC 2 Type II, GDPR | SOC 2 Type II, ISO 27001:2022, GDPR, HIPAA |
| Support | Email support, Dedicated Slack support on Enterprise, Gumloop University, Embedded Gumloop Expert on Enterprise | — |
| Founded | 2023 | — |
| Headquarters | San Francisco, CA | San Francisco |
| Employees | 11–50 | — |
| Funding | Series B · $70M raised | Series B |
| Best for | Companies whose non-technical teams want to build their own agents while IT keeps control of access and spend. | Teams building long-running, stateful AI agents. |
Plans side by side
LangGraph
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
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
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, “Gumloop vs LangGraph”, https://slateindex.ai/compare/gumloop-vs-langgraph, data of Nov 3, 2026. Licence: CC BY 4.0.