Gumloop vs Make
A side-by-side comparison of capabilities, autonomy, integrations, and pricing to help you choose.
Short answer: choose Gumloop if you want no-code platform to build and run ai automation workflows (Supervised agent, freemium); choose Make if you want visual automation platform that added reasoning ai agents to workflows (Supervised agent, freemium).
| Gumloop | Make | |
|---|---|---|
| What it is | No-code platform to build and run AI automation workflows | Visual automation platform that added reasoning AI agents to workflows |
| Type | platform | product-with-agents |
| Autonomy | Supervised agent | Supervised agent |
| Pricing | freemium · Free (5,000 credits/mo); Pro from $37/mo | freemium · Free tier (1,000 credits/mo); Core from $12/mo (annual) |
| Best for | smb, mid-market, enterprise | smb, mid-market, enterprise, developers |
| Deployment | saas | saas, api |
| Modalities | text, api | text, api |
| Models | gpt, claude, gemini, model-agnostic | model-agnostic, gpt, claude |
| Protocols | rest-api, function-calling | mcp, rest-api, function-calling |
| Integrations | Google Sheets, Salesforce, HubSpot, Slack, Gmail, Notion | Slack, Google Workspace, OpenAI, Anthropic, HubSpot, Salesforce |
| Capabilities | 3 documented | 4 documented |
Gumloop
- +Visual, node-based canvas makes complex multi-step automations buildable without code
- +First-class LLM steps (GPT, Claude, Gemini) plus 130+ integrations and batch processing
- +Flexible triggers: schedule, webhook, event, or bulk runs
- -Credit-based pricing rises fast once you add batch processing, AI calls, and many steps
- -Autonomy is only what the builder designs; flows run rules, they do not reason about goals on their own
Make
- +Mature visual builder with thousands of app integrations, now extended with reasoning AI Agents
- +AI Agents are built no-code in the same canvas and can be reused across workflows with attached tools and knowledge
- +Credit-based pricing with a free tier makes entry cheap; MCP support for extending tool access
- -Classic scenarios are deterministic, not agents; only the newer AI Agent module reasons and decides
- -Credit-based metering can get hard to predict as agent and scenario usage scales
Which should you choose?
Gumloop is no-code platform to build and run ai automation workflows, best for smb, mid-market, enterprise. Make is visual automation platform that added reasoning ai agents to workflows, best for smb, mid-market, enterprise, developers. The right choice depends on the autonomy level you want, your existing integrations, and your budget, all compared above.