Gumloop vs Langflow
as AI assistants see them, week of 2026-09-14
Gumloop and Langflow land in a near tie overall, both scoring 5 out of 100 and each showing up in about 9 of 71 answers (Gumloop 8, Langflow 9). Head-to-head, Langflow edges ahead slightly, named more often in 4 questions versus Gumloop's 3, with 13 questions tied. Gumloop tends to surface for no-code and non-technical founder questions, appearing in 2 of 4 answers each time, while Langflow leads on general "best platforms for building AI agents" questions, named in 3 of 4 answers. By assistant, Gemini favors Langflow (14) over Gumloop (4), while ChatGPT leans the other way, 9 to 3.
Head to head
| metric | Gumloop | Langflow |
|---|---|---|
| score | 5 | 5 |
| questions won | 5 | 6 |
By assistant
Gumloop
| assistant | score | named in, this week | usual spot, this week |
|---|---|---|---|
| ChatGPT | 9 | 10% of answers | #1.5 |
| Claude | 8 | 20% of answers | #12.5 |
| Gemini | 4 | 8% of answers | #7.0 |
| Perplexity | 3 | 5% of answers | #6.0 |
Langflow
| assistant | score | named in, this week | usual spot, this week |
|---|---|---|---|
| ChatGPT | 3 | 5% of answers | #6.0 |
| Claude | 8 | 20% of answers | #13.0 |
| Gemini | 14 | 25% of answers | #6.7 |
| Perplexity | 2 | 5% of answers | #15.0 |
Where they differ
Only Gumloop gets named for
- Which AI agent platform is best for a non-technical founder?
- What's the best tool to build an AI agent that browses the web and does research?
Only Langflow gets named for
- Which AI agent platform has the best pricing for a small team?
- What's the best self-hosted platform for running AI agents privately?
- What's the best platform to build and deploy AI agents for a startup?
More comparisons
- Gumloop vs Vapi
- Gumloop vs Vercel AI SDK
- Bland vs Gumloop
- Claude Agent SDK vs Gumloop
- Langflow vs Vapi
- Langflow vs Vercel AI SDK
Not sold on either?
Scores count how often each assistant names a product, weighted by position. How the score works · Full AI agent builders leaderboard