Gumloop review
No-code automation for AI workflows
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Our verdict
Gumloop is a canvas-based builder for AI workflows: prompts, tool calls, scraping, files and integrations glued together visually.
ToolHund Score: 67/100 · Best for: Non-engineers chaining LLM steps with tools, scraping and structured outputs.
Skip it if: Deep enterprise governance needs.
Independently reviewed by ToolHund editors · Last verified 2026-07-26. How we score →
- Visual canvas
- Strong fit for non-engineers chaining llm steps with tools, scraping and structured outputs.
- Real free plan you can ship work with
- Advanced features may require a higher tier
- Output quality varies with prompt skill
- Limited offline use — internet required
Who should choose Gumloop?
Non-engineers chaining LLM steps with tools, scraping and structured outputs. The strongest fit is a buyer who will use Gumloop regularly for agents work rather than as an occasional experiment.
Gumloop earns its place in a workflow when Visual canvas, AI + tools + web scraping, Templates remove a repeated manual step. Its free access makes a real-workflow test possible before committing to a paid plan.
A practical three-step test
- STEP 1Run one real agents task from your current workflow in Gumloop.
- STEP 2Check whether Visual canvas produces an output you can use without substantial rework.
- STEP 3Compare the result and time saved with at least one alternative before choosing a paid plan.
Pricing
Buying checklist
- Use-case fit: Non-engineers chaining LLM steps with tools, scraping and structured outputs.
- Core capabilities: Visual canvas, AI + tools + web scraping, Templates
- Current listed pricing: Free · Starter from $97/mo
- Reason to skip: Deep enterprise governance needs.
Gumloop is most compelling for non-engineers chaining llm steps with tools, scraping and structured outputs. Start with the free option and upgrade only after it proves useful on a real task.
Features
- Visual canvas
- AI + tools + web scraping
- Templates
- Integrations
Gumloop vs top alternatives
| Tool | ToolHund Score | Pricing | Free tier | Rating |
|---|---|---|---|---|
| Gumloop | 67/100 | Free · Starter from $97/mo | Yes | 4.7/5 |
| OpenHands | 81/100 | Open source · Cloud from $20/mo | No | 4.7/5 |
| Devin | 63/100 | Paid · From $500/mo | No | 4.6/5 |
| OpenAI Codex | 64/100 | Included with ChatGPT paid plans | No | 4.7/5 |
Gumloop FAQ
No-code automation for AI workflows Gumloop is a canvas-based builder for AI workflows: prompts, tool calls, scraping, files and integrations glued together visually.
Yes — Gumloop offers a free tier or free trial. Current pricing: Free · Starter from $97/mo.
Gumloop pricing: Free · Starter from $97/mo. See the ToolHund review for plan details and value analysis.
Non-engineers chaining LLM steps with tools, scraping and structured outputs..
The closest alternatives in the Agents category are OpenHands, Devin, OpenAI Codex.
Gumloop scores 67/100 on the ToolHund rubric, which weighs capability, pricing honesty, traction and ecosystem.