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Comparison · Mkt Auto
n8n vs Gumloop
A side-by-side editorial comparison of n8n and Gumloop — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:ai agents
n8n vs Gumloop: at a glance
| Feature | n8n | Gumloop |
|---|---|---|
| Sector | Mkt Auto | Mkt Auto |
| Velocity score | 6.3 | 6.3 |
| Sparks · 30d | 0 | 0 |
| Top themes | workflow automation, ai agents, v3 migration, release lines | ai agents, agent governance, enterprise, data security |
| Last editorial update | 12h ago | 19h ago |
| Website | Visit → | — |
What is n8n?
n8n fixes executions being redacted when they used global credentials, on three lines.
n8n released 3.2.0 and 2.48.0 on November 10 with an Opus 5.5 default for the AI builder and a hard stop for agent runs when Gateway credits run out. November 13 brought six more patch tags across 3.2, 2.48, 2.47 and 1.123: executions that used global credentials were wrongly redacted, Redis cluster cache keys split across slots, and agents could not turn off prompt caching for endpoints that reject it.
What is Gumloop?
Gumloop 13.6 gives admins one set of rules for every tool an agent touches.
Gumloop ships a numbered release every few days. 13.0 rebuilt the agent harness, 13.3 published agents to Okta, 13.4 cut agent tokens per step by about 40% and 13.5 added live multi-user tasks. 13.6 extends admin guardrails from connectors to every tool, redacts card numbers and passwords before models see them, warns when agent instructions contain credentials, adds browser allow and block lists and domain-restricted API keys, and introduces Workforce Atlas, a board of every agent and skill in the organization.
n8n vs Gumloop: editorial side-by-side
n8n
6.3MKT AUTO
n8n fixes executions being redacted when they used global credentials, on three lines.
◆ Current state
n8n released 3.2.0 and 2.48.0 on November 10 with an Opus 5.5 default for the AI builder and a hard stop for agent runs when Gateway credits run out. November 13 brought six more patch tags across 3.2, 2.48, 2.47 and 1.123: executions that used global credentials were wrongly redacted, Redis cluster cache keys split across slots, and agents could not turn off prompt caching for endpoints that reject it.
◆ Where it's heading
The project is in a heavy maintenance phase, carrying four release lines at once and backporting each fix to all of them. New capability lands in 3.x while 2.x and 1.x get the same patches, a sign many self-hosters have not moved to 3.
◆ Prediction
More same-day patch tags across all four lines are likely until 3.2 settles; a 3.3 feature release would be the next substantive change.
Gumloop
6.3MKT AUTO
Gumloop 13.6 gives admins one set of rules for every tool an agent touches.
◆ Current state
Gumloop ships a numbered release every few days. 13.0 rebuilt the agent harness, 13.3 published agents to Okta, 13.4 cut agent tokens per step by about 40% and 13.5 added live multi-user tasks. 13.6 extends admin guardrails from connectors to every tool, redacts card numbers and passwords before models see them, warns when agent instructions contain credentials, adds browser allow and block lists and domain-restricted API keys, and introduces Workforce Atlas, a board of every agent and skill in the organization.
◆ Where it's heading
Since 13.2 the releases have moved from what agents can do toward how a company controls them. 13.6 is the broadest step yet: approval rules, data redaction and secret handling now cover all agent activity, which is what security teams ask for before a wide rollout.
◆ Prediction
Expect Workforce Atlas to leave beta with more tags and reporting, and more enterprise controls such as audit exports built on the new guardrail records.
Alternatives to n8n and Gumloop
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 n8n or Gumloop.
Postiz
Postiz encrypts channel tokens and lets agents send connect links for new channels.
AcyMailing
AcyMailing 11.1.2 closes holes that let strangers read or unsubscribe any subscriber.
Buttondown
Buttondown lets writers reorder editor blocks without a mouse.
GetResponse
GetResponse now ships a playbook so AI agents can run its email marketing.
Pimcore
Pimcore 2026.3.5 tightens permission checks across WebDAV, previews and versions.
Recent activity from n8n and Gumloop
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agon8nn8n 2.47.7 stops redacting executions with global credentials
- 1d agon8nn8n 2.48.4 stops redacting executions with global credentials
- 1d agon8nn8n 3.2.2 patch release
- 1d agon8nn8n 1.123.96 fixes JSON highlighting and bumps the MCP SDK
- 1d agon8nn8n 2.48.3 fixes Redis cluster keys and agent prompt caching
- 1d agon8nn8n 2.47.6 backports 2.48.3 fixes
- 1d agoGumloopGumloop 13.6: tool-wide guardrails, redaction, Workforce Atlas
- 7d agoGumloopGumloop 13.5: live multi-user tasks and change-since MCP tools
- 9d agoGumloopGumloop 13.4: leaner toolset, cross-team views, admin browser proxy
- 14d agoGumloopPublish Agents to Okta
- 16d agoGumloopGumloop 13.2: team Homes, App Rules, artifact annotations
- 18d agoGumloopGumloop 13.1: artifacts drive agents via SDK, open in Office
Frequently asked questions
What is the difference between n8n and Gumloop?
Both compete on the same themes — ai agents — within Mkt Auto. n8n and Gumloop are shipping at a similar cadence (velocity 6.3 vs 6.3, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is n8n better than Gumloop?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. n8n and Gumloop are shipping at a similar cadence (velocity 6.3 vs 6.3, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Mkt Auto products to evaluate alongside.
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.
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.