Gumloop vs StackAI
A side-by-side comparison of Gumloop and StackAI, two Automation tools, drawn from Ignaite's continuously-verified listings.
Compared from listings verified as of
At a glance
| Attribute | Gumloop | StackAI |
|---|---|---|
| Category | Automation | Automation |
| Pricing | FREEMIUM | FREEMIUM |
| License | Proprietary | Proprietary |
| Deployment (differs) | Cloud | Hybrid |
| Platforms (differs) | Web | Web, API |
| Model support | Multi-model | Multi-model |
| Vendor (differs) | Gumloop | StackAI (Asana) |
| Capabilities (differs) |
|
|
The honest brief
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
StackAI
Built for regulated enterprises: VPC and on-prem deployment plus SOC 2/HIPAA/ISO compliance, where most agent builders are cloud-only.
- No-code drag-and-drop agent builder
- Cloud, VPC, or on-prem deployment
- 100+ enterprise integrations
- Strong compliance (SOC 2, HIPAA, ISO)
- Human-in-the-loop oversight
- Enterprise focus; pricing skews high
- Roadmap now tied to Asana integration
- Crowded market vs Zapier and AI labs
When to pick which
Both cover Workflow orchestration.
Pick Gumloop if you need Multi-agent orchestration, Web scraping, and MCP server.
- Multi-agent orchestration (secondary capability)
- Web scraping (secondary capability)
- MCP server (secondary capability)
Pick StackAI if you need RAG pipeline, Chat with documents, AI app builder, and App / agent deployment.
- RAG pipeline (secondary capability)
- Chat with documents (secondary capability)
- AI app builder (primary capability)
- App / agent deployment (secondary capability)
Gumloop leans on Workflow orchestration as a headline capability; StackAI treats it as secondary.
- Workflow orchestration (primary capability)
They also differ on:
- Deployment
- Cloud · Hybrid
- Platforms
- Web · Web, API