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AI Tool Comparison
Gumloop vs Zapier
A side-by-side breakdown to help you pick the right tool for your workflow.
Review Score assesses product quality; Fit Score is specific to a use case. Limited reviews do not establish overall product quality. How reviews work.
Gumloop
Let any employee build and deploy AI agents that connect to your company's existing tools and data, then hand them off into Slack, Teams, or email.
Automation
paid
Zapier
Connect 9,000+ apps to automate multi-step workflows without code, and now build AI teammate Agents that research leads, draft emails, and hand tasks to each other autonomously.
Automation
freemium
Bottom Line
Catalog updated: August 2026
Gumloop and Zapier both compete in Automation, overlapping most directly on automation. Gumloop runs on a paid-only plan while Zapier runs on a freemium model, which alone may settle it if budget or a free tier is a hard requirement.
Choose Gumloop if…
Best for teams that want non-developers building AI agents against real company data and tools, not just simple app-to-app automations, and its edge is a "company brain" that gives agents shared access to team knowledge and live tool data, plus built-in evals so agents improve without manual tuning. A credible agent-building step up from simple workflow automation, for teams ready to move past basic Zapier-style triggers. Lean toward Zapier instead if 9,000+ app integrations, now with AI teammate Agents that hand off tasks to each other matters more for your use case.
Choose Zapier if…
Best for connecting apps into automated workflows without writing code, and its edge is 9,000+ app integrations, now with AI teammate Agents that hand off tasks to each other. The default automation platform when you need broad app coverage over deep customization. Lean toward Gumloop instead if a "company brain" that gives agents shared access to team knowledge and live tool data, plus built-in evals so agents improve without manual tuning matters more for your use case.
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| Attribute | Gumloop | Zapier |
|---|---|---|
| Category | Automation | Automation |
| Pricing | paid | freemium |
| Pricing Detail | $37/mo Pro (14-day free trial, 20,000 credits/mo) / Custom Enterprise | Free (100 tasks) / $19.99/mo Professional (Pro) / $69/mo Team |
| TWF Review Score | Not yet reviewed | Not yet reviewed |
Key Features
Gumloop
- Visual AI agent builder for non-developers
- Company brain for shared team knowledge and live tool data
- Self-improving agents with built-in evaluation tools
- 35+ AI models with managed or bring-your-own-key access
- Legacy drag-and-drop workflow builder still available
- Gumstack security layer auditing AI tool calls org-wide
- MCP server hosting and proxying
- Enterprise SSO, SCIM, RBAC, audit logs, and VPC deployment
Zapier
- Connects 9,000+ apps
- Zap builder
- Interfaces and Tables
- OpenAI integrations
- Multi-step workflows
- Zapier MCP for scoped AI agent access
Pros
Gumloop
- •Company brain gives agents real shared context instead of starting from scratch
- •Built-in evals catch agent regressions before they reach production
- •SOC 2 Type II and enterprise-grade access controls out of the box
- •Backed by a $50M Series B, a real signal of stability for a newer platform
Zapier
- •Massive app ecosystem
- •Extremely reliable
- •No-code required
- •Excellent documentation
Cons
Gumloop
- No durable free plan, only a 14-day trial on the $37/mo Pro tier
- 8% orchestration fee on top of the base subscription
- Newer agent-first positioning means less independent long-term reliability data than established automation platforms
Zapier
- Can get very expensive at scale
- Complex logic can be hard to build
- Customer support on lower tiers is slow