Gumloop vs Langflow
Side-by-side comparison built from DeepYard's structured catalog. Content updated Aug 21, 2026.
Direct Answer
Gumloop suits teams needing freemium free tier, typescript focus, and no listed GitHub stars in current listing data. Langflow suits teams needing open-source access, python focus, and 153,543 GitHub stars in current listing data. This summary reflects catalog metadata only for decision support, not independent testing.
What this comparison weighs
- Pricing and free-tier availability
- License model and deployment fit
- GitHub adoption and contributor depth
- Catalog tags, integrations, and supported workflows
| Metric | Gumloop | Langflow |
|---|---|---|
| GitHub Stars | — | 153.5K |
| Contributors | — | 351 |
| Last Commit | — | Aug 22, 2026 |
| Open Issues | — | 968 |
| License | commercial | open-source |
| Pricing | freemium | open-source |
| Free Tier | Yes | Yes |
| Category | frameworks | frameworks |
| Trending | No | No |
Choose Gumloop if you need
- • Gumloop stands out for Typescript workflows that are not listed for Langflow.
- • Gumloop is the stronger pick when Natural Language matters because that capability is listed only on its profile.
- • Gumloop is the cleaner fit if you specifically need Natural Language workflows from the catalog tags.
Choose Langflow if you need
- • Langflow is the better fit when you need open-source licensing instead of commercial terms.
- • Langflow stands out for Python workflows that are not listed for Gumloop.
- • Langflow is the stronger pick when Visual Builder matters because that capability is listed only on its profile.
Meaningful differences
- • Pricing model: Gumloop is listed as freemium from Free tier available, while Langflow is listed as open-source.
- • License: Gumloop uses commercial, while Langflow uses open-source.
- • Workflow emphasis: Gumloop highlights Typescript, while Langflow highlights Python.
- • GitHub adoption: Gumloop shows 0 stars versus 153,543 for Langflow.
- • Contributor count: Gumloop lists 0 contributors and Langflow lists 351.
Shared capabilities
- • No Code
Shared Tags
Only in Gumloop
Only in Langflow
Limitations and evidence
- • DeepYard compares structured public metadata; this is not an independent benchmark unless a test record is shown.
- • Signals such as stars, contributors, and last commit indicate public activity, not purchase fit or runtime quality.
- • Pricing and feature coverage reflect the stored listing snapshot and may lag vendor changes between refreshes.
About Gumloop
Gumloop is a no-code platform for building AI-powered automation workflows using natural language. Users describe what they want to automate, and Gumloop generates the workflow with web scraping, document processing, API integrations, and LLM steps. Targets business users who want AI automation without writing code.
View full listingAbout Langflow
Langflow is a visual framework for building multi-agent and RAG applications. Its drag-and-drop interface lets you create complex agent workflows without code, while still allowing Python customization. Supports all major LLM providers, vector stores, and tools. Export flows as APIs with one click. The most popular visual agent builder.
View full listing