Opal vs Gumloop
A side-by-side comparison of Opal and Gumloop, two Automation tools, drawn from Ignaite's continuously-verified listings.
Compared from listings verified as of
At a glance
| Attribute | Opal | Gumloop |
|---|---|---|
| Category | Automation | Automation |
| Pricing (differs) | FREE | FREEMIUM |
| License | Proprietary | Proprietary |
| Deployment | Cloud | Cloud |
| Platforms | Web | Web |
| Model support (differs) | Single model (proprietary) | Multi-model |
| Vendor (differs) | Gumloop | |
| Capabilities (differs) |
|
|
The honest brief
Opal
Turn a plain-language description into a shareable, visual mini-app that chains prompts, models, and tools — no code, hosted by Google.
- Natural-language app building
- Visual node editor to refine logic
- Share finished apps via a link
- Free Google Labs experiment
- Starter templates and demo gallery
- Experimental Labs beta, may change
- Tied to Google's model ecosystem
- Availability still limited by country
- Not aimed at complex production apps
Gumloop
AI-native canvas where agents and workflows call each other, plus MCP integrations built from a prompt.
- AI-first node-graph builder
- Agents can call workflows and self-correct
- Build MCP integrations via natural language
- No-code, fast to prototype
- ~100 integrations vs Zapier's thousands
- Ecosystem still maturing
- Less mature error handling than Make
When to pick which
Gumloop leans on Workflow orchestration as a headline capability; Opal treats it as secondary.
- Workflow orchestration (primary capability)
They also differ on:
- Pricing
- FREE · FREEMIUM
- Model support
- Single model (proprietary) · Multi-model
Their capability lists differ in recorded depth — compare the full lists above before deciding.