GumloopBuild AI agents for work
vs
LangflowLow-code AI builder for agentic and RAG applications
Comparison · AI Agents · weekly run Nov 3
Gumloop vs Langflow
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 0.6 for Langflow.
Choose Gumloop if…
- You want the brand AI engines rank higher (4.9 vs 0.6)
- AI answers describe it more positively (33% vs 0% positive)
- You need SOC 2 Type II or GDPR coverage
- visual node-based canvas for chaining AI agents
Choose Langflow if…
No clear advantage in the published data.
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Gumloop | Langflow |
|---|---|---|
| Visibility score | 4.9% | 0.6% |
| Change vs last week | New | New |
| Rank in AI Agents | #24 | #69 |
| Share of voice | 1.6% | 0.1% |
| Mentions this run | 10 | 1 |
| Positive in AI answers | 33% | 0% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Gumloop 0pp · Langflow 0pp over 0 weekly runs.
Engine by engine
Gumloop leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
GumloopLangflow
Head to head in AI answers
0 engine answers name both brands
0Gumloop ranked higher
0Langflow ranked higher
Features, pricing & fit
| Dimension | Gumloop | Langflow |
|---|---|---|
| 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. | Self-hosted open source, or a free hosted cloud account |
| Integrations | 400+ | — |
| Compliance | 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 | Series A |
| Best for | Companies whose non-technical teams want to build their own agents while IT keeps control of access and spend. | Development teams building multi-agent and RAG applications who want visual flows with Python control |
Plans side by side
Langflow
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
Langflow
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Gumloop vs Langflow”, https://slateindex.ai/compare/gumloop-vs-langflow, data of Nov 3, 2026. Licence: CC BY 4.0.