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Comparison · Mkt Auto
Gumloop vs n8n
A side-by-side editorial comparison of Gumloop and n8n — release velocity, themes, recent moves, and the top alternatives to consider.
Gumloop vs n8n: at a glance
| Feature | Gumloop | n8n |
|---|---|---|
| Sector | Mkt Auto | Mkt Auto |
| Velocity score | 6.3 | 8.8 |
| Sparks · 30d | 1 | 0 |
| Top themes | ai-agents, mcp, agent-browser, enterprise-governance | ai agents, workflow automation, governance, queue mode |
| Last editorial update | 18h ago | 1d ago |
| Website | — | Visit → |
What is Gumloop?
Gumloop 12.4 lets its agent build custom MCPs for apps the platform doesn't support.
Gumloop ships a numbered release every few days, and since 12.0's Agent Browser each one widens what agents can reach and govern. 12.4 lets the Gumball agent use several accounts for the same app, share artifacts, skills and agents across teams, and set up custom MCPs for apps without a native connector. It also adds per-model spend and BYOK savings reporting in Insights, plus email search in audit logs, after 12.3's model-gated triggers and new frontier models.
What is n8n?
n8n's latest patches teach queue-mode workers to suspend running executions on shutdown.
n8n runs two release lines in parallel (2.43 and 2.44) with a patch landing almost every day. The October 16 pair splits: 2.43.7 makes workers suspend in-flight production executions at shutdown, while 2.44.3 stops Observer detail lines from being discarded. The substantive recent work sits on AI agents: 2.44 extended node-type and credential policies to agent tools, and earlier patches fixed tool-call resumption, Chat Hub in queue mode and Gemini model listing.
Gumloop vs n8n: editorial side-by-side
Gumloop
6.3MKT AUTO
Gumloop 12.4 lets its agent build custom MCPs for apps the platform doesn't support.
◆ Current state
Gumloop ships a numbered release every few days, and since 12.0's Agent Browser each one widens what agents can reach and govern. 12.4 lets the Gumball agent use several accounts for the same app, share artifacts, skills and agents across teams, and set up custom MCPs for apps without a native connector. It also adds per-model spend and BYOK savings reporting in Insights, plus email search in audit logs, after 12.3's model-gated triggers and new frontier models.
◆ Where it's heading
The platform is moving from workflow automation to a managed agent runtime: agents browse, own credentials, manage files and skills, and now extend their own integrations through custom MCPs. Cross-team sharing and spend reporting point at larger organizations, with credit cost kept a visible part of the product.
◆ Prediction
Expect more organization-level controls for shared agents and custom MCPs, such as approvals or admin policies, given the new sharing and audit-log search. The entries don't show pricing changes for agent-built integrations.
n8n
8.8MKT AUTO
n8n's latest patches teach queue-mode workers to suspend running executions on shutdown.
◆ Current state
n8n runs two release lines in parallel (2.43 and 2.44) with a patch landing almost every day. The October 16 pair splits: 2.43.7 makes workers suspend in-flight production executions at shutdown, while 2.44.3 stops Observer detail lines from being discarded. The substantive recent work sits on AI agents: 2.44 extended node-type and credential policies to agent tools, and earlier patches fixed tool-call resumption, Chat Hub in queue mode and Gemini model listing.
◆ Where it's heading
The platform is turning admin governance into agent governance, with policies reaching agent tools, while the patch stream increasingly targets self-hosted operators running queue mode: graceful worker shutdown, per-request parsers, Chat Hub fixes. Same-day releases on both supported lines point to a maturing release process for operators who can't jump versions quickly.
◆ Prediction
Expect the worker-shutdown behaviour to appear on the 2.44 line soon and 2.45 to push agent governance further; the entries don't show which policy controls come next.
Alternatives to Gumloop and n8n
Other Mkt Auto products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Gumloop or n8n.
Formidable Forms
Formidable Forms keeps handing MCP tools to each add-on, now Landing Pages.
Moosend
Moosend's feed is still all blog posts; no product release has surfaced in two months.
Pimcore
Pimcore 2026.3.2 is a security release: IDOR, Twig sandbox and object injection fixes.
OpenEMM
OpenEMM ships versioned builds on schedule, with no notes on what changed.
SendPortal
SendPortal hasn't tagged a release since July 2020.
Recent activity from Gumloop and n8n
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agon8n2.43.7 suspends in-flight executions at worker shutdown
- 1d agon8n2.44.3 keeps Observer detail lines in responses
- 2d agoGumloopGumloop 12.4: agent-built MCPs, multi-account apps, team sharing
- 2d agon8n2.43.6 backports per-request XML parser for webhooks
- 2d agon8n2.44.2 gives each webhook request its own XML parser
- 3d agon8n2.43.5 backports Gemini model picker and chunk() input validation
- 3d agon8nn8n 2.44.1 lists Gemini models by name, prioritized first
- 4d agoGumloopGemini 4 Argon and Muse Wonder
- 8d agoGumloopAgent-Owned Secrets
- 10d agoGumloopGumball builds agents on request; Claude Haiku 5.5 added
- 11d agoGumloopGumloop 12.0: agents get a real browser for any site ⚡
- 16d agoGumloopSmarter Replies in Slack Threads
Frequently asked questions
What is the difference between Gumloop and n8n?
They serve adjacent needs but don't currently overlap on shipped themes. n8n is currently shipping more aggressively (velocity 8.8 vs 6.3), with 0 editorial sparks in the last 30 days against 1. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Gumloop better than n8n?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. n8n is currently shipping more aggressively (velocity 8.8 vs 6.3), with 0 editorial sparks in the last 30 days against 1. For your specific use case, the alternatives sections above list other Mkt Auto products to evaluate alongside.
What are the best alternatives to Gumloop?
Top Gumloop alternatives in Mkt Auto are ranked by recent ship velocity. Browse the "Gumloop alternatives" section above for the current picks, or visit /alternatives/gumloop for the full list with editorial commentary on each.
What are the best alternatives to n8n?
Top n8n alternatives in Mkt Auto are ranked by recent ship velocity. Browse the "n8n alternatives" section above for the current picks, or visit /alternatives/n8n for the full list with editorial commentary on each.