1.Jobix.AI
4.960 free AI minutes
The all-in-one AI workforce for voice and multichannel automation
Voice and multichannel agents share one workflow layer
Best Gumloop Alternatives in 2026
Gumloop is not the right fit for everyone: teams requiring open-source self-hosting or predictable execution-based billing independent of step complexity. Below are 10 verified alternatives, ranked by our editorial methodology, with a full side-by-side comparison. Also see Gumloop pricing or the full Gumloop review.
2.Botpress
4.9Free + AI spend
The strongest visual platform for production conversational agents
Excellent visual agent studio with code escape hatches
3.n8n
4.8Free self-hosted
Best for technical teams that want automation depth and self-hosting
Fair execution-based billing with unlimited workflow steps
4.Make
4.7Free
The broadest visual automation canvas for agentic business workflows
Highly visual and transparent scenario design
5.Dify
4.7Free
Best open platform for model-flexible AI apps, RAG and agents
Strong open-source Community edition
6.Lindy
4.6$49.99/mo after trial
A polished assistant-first builder for inbox, meetings and operations
Fast setup for practical personal and business assistants
7.Relevance AI
4.6Custom
Enterprise AI workforces with serious multi-agent controls and evaluations
Purpose-built multi-agent workforce orchestration
8.MindStudio
4.5Free + usage
The fastest model-rich visual builder for business-owned agents
Very approachable visual workflow experience
9.Taskade
4.4Free
Agents, automations and AI-generated apps in one collaborative workspace
Agents, automations and Genesis apps share workspace context
10.SmythOS
4.3Free public agents
A deployment-flexible visual agent IDE with export and self-host options
Free public-agent tier and local deployment option
Gumloop vs the alternatives
Gumloop is shown first for reference; alternatives follow in ranked order.
| Tool | Price from | Rating | Visual Builder | Multi-Agent | Model Support | Integrations | Deployment | Monitoring & Evals |
|---|---|---|---|---|---|---|---|---|
 Gumloop | Free | 4.5 | Advanced | Native agents | Managed + BYOK | Connectors & MCP | Managed cloud / VPC | Evals, reflections & analytics |
 Jobix.AI | 60 free AI minutes | 4.9 | Visual flow builder | Native agent workflows | Managed AI stack | CRM, voice, WhatsApp, SMS & email | Managed cloud + white-label | Live dashboards, transcripts & analytics |
 Botpress | Free + AI spend | 4.9 | Advanced | Via workflows | Multi-provider + BYOK | APIs, channels & Hub | Botpress Cloud | Logs, analytics & testing |
| n8n | Free self-hosted | 4.8 | Advanced workflow canvas | Composable agents | Broad + BYOK | 1,000+ nodes | Cloud or self-hosted | Execution logs & insights |
 Make | Free | 4.7 | Excellent | Agentic scenarios | Make AI + BYOK | 3,000+ apps | Managed cloud | Live execution monitoring |
| Dify | Free | 4.7 | Advanced | Agent workflows | 200+ models + BYOK | Plugins, APIs & tools | Cloud or self-hosted | Logs, tracing & annotations |
 Lindy | $49.99/mo after trial | 4.6 | Guided app builder | Lindy groups | Managed models | 100+ apps | Managed cloud | Run history & approvals |
 Relevance AI | Custom | 4.6 | Agent & tool builder | Native workforces | Multi-model | 2,000+ | Managed enterprise cloud | Evals, A/B tests & analytics |
| MindStudio | Free + usage | 4.5 | Excellent | Agent suites | 200+ models + BYOK | APIs & connectors | Cloud; business self-host | Run logs & testing |
| Taskade | Free | 4.4 | Apps + workflows | Agent teams | GPT, Claude, Gemini + | 100+ & MCP | Taskade cloud | Runs, credits & activity |
| SmythOS | Free public agents | 4.3 | Advanced IDE | Composable agents | Built-in + BYOM | APIs, MCP & Node.js | Cloud, local, VPC/on-prem | Debugger, logs & versioning |
Frequently asked questions
What is the best Gumloop alternative overall?
Jobix.AI is the highest-ranked Gumloop alternative in our ai agent builders comparison with a 4.9/5 editorial rating. The all-in-one AI workforce for voice and multichannel automation
Is there a free alternative to Gumloop?
Botpress (Free + AI spend), n8n (Free self-hosted), Make (Free) offer a free way to start. Free tiers usually carry usage or commercial-rights limits, so check the plan details before committing real work.
Why do people switch away from Gumloop?
Teams requiring open-source self-hosting or predictable execution-based billing independent of step complexity.
How did we pick these alternatives?
Every tool below is part of our editorial ai agent builders comparison: rankings, ratings and pricing are verified against official sources and are not influenced by affiliate commissions.