n8n
n8n 3.0 is out, shipped the same morning as 2.46 after weeks of migration-report groundwork.
A side-by-side editorial comparison of Gumloop and Ortto — release velocity, themes, recent moves, and the top alternatives to consider.
| Feature | Gumloop | Ortto |
|---|---|---|
| Sector | Mkt Auto | Mkt Auto |
| Velocity score | 7.5 | 1.3 |
| Sparks · 30d | 1 | 0 |
| Top themes | ai agents, artifacts, agent evaluations, workflow automation | marketing automation, mcp, ai context, journey builder |
| Last editorial update | 2d ago | 5mo ago |
| Website | — | Visit → |
Gumloop 13.1 lets live artifacts drive agents through the SDK and opens outputs in Office.
Gumloop ships a numbered release every few days. In October it gave agents a real browser (12.0), agent-owned secrets, team sharing and embeddable AI artifacts, then 13.0 rebuilt the agent harness for longer work and added organization-wide evaluations. 13.1 lets scripts in live artifacts message, create and list agents, artifacts, skills and teams through the Gumloop SDK, opens agent-made files in Google Workspace or Microsoft Office, and lets agents on a call run long tasks in the background while they keep talking.
Ortto ships an MCP integration to make customer and marketing data reachable from AI assistants.
Ortto's late-March release ships a Model Context Protocol integration that exposes Ortto's customer and marketing data to AI assistants. Around it sits a heavy run of integration and journey work: Microsoft Dynamics 365 connector, Humanitix integration, Business fields as account-level merge tags, AB-campaign resend to non-openers, journey exit-criteria evaluation on resume, Salesforce sync improvements, and WhatsApp video/media in Talk. The crawler also captured a subscription-form fragment.
Gumloop ships a numbered release every few days. In October it gave agents a real browser (12.0), agent-owned secrets, team sharing and embeddable AI artifacts, then 13.0 rebuilt the agent harness for longer work and added organization-wide evaluations. 13.1 lets scripts in live artifacts message, create and list agents, artifacts, skills and teams through the Gumloop SDK, opens agent-made files in Google Workspace or Microsoft Office, and lets agents on a call run long tasks in the background while they keep talking.
The product is moving from building agents to operating them at org scale, and artifacts are turning into small apps that can control agents themselves. Model access is also being made easier to manage, with families, deprecation dates and fallback visibility.
Expect more of the SDK exposed to artifacts and further evaluation and Insights controls at the usual weekly pace; the entries don't show pricing changes.
Ortto's late-March release ships a Model Context Protocol integration that exposes Ortto's customer and marketing data to AI assistants. Around it sits a heavy run of integration and journey work: Microsoft Dynamics 365 connector, Humanitix integration, Business fields as account-level merge tags, AB-campaign resend to non-openers, journey exit-criteria evaluation on resume, Salesforce sync improvements, and WhatsApp video/media in Talk. The crawler also captured a subscription-form fragment.
Ortto is positioning as the marketing-automation tool whose data is reachable from AI agents — that's the MCP bet — while keeping integration breadth competitive against HubSpot and ActiveCampaign for mid-market customers. Recent emphasis on Salesforce, Dynamics 365, Calendly, Humanitix, and Raisely shows the team prioritizing inbound integrations over deeper journey logic.
Expect agentic features built on top of MCP: AI-driven journey suggestions, chat-prompted segment building, AI-written campaigns that draw on real customer history. Plus continued integration expansion — Salesforce parity work and probably HubSpot interop.
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 Ortto.
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See all Gumloop alternatives → · See all Ortto alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Gumloop is currently shipping more aggressively (velocity 7.5 vs 1.3), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Gumloop is currently shipping more aggressively (velocity 7.5 vs 1.3), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Mkt Auto products to evaluate alongside.
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.
Top Ortto alternatives in Mkt Auto are ranked by recent ship velocity. Browse the "Ortto alternatives" section above for the current picks, or visit /alternatives/ortto for the full list with editorial commentary on each.