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Open-source Braze alternative grinding through a slow alpha, now stalled
Comparison · Mkt Auto
Gumloop vs Activepieces
A side-by-side editorial comparison of Gumloop and Activepieces — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:automation
Gumloop vs Activepieces: at a glance
| Feature | Gumloop | Activepieces |
|---|---|---|
| Sector | Mkt Auto | Mkt Auto |
| Velocity score | 6.3 | 5.0 |
| Sparks · 30d | 1 | 0 |
| Top themes | ai-agents, knowledge-base, mcp, enterprise-governance | automation, open-source, integrations, release-candidates |
| Last editorial update | 3d ago | 3h ago |
| Website | — | Visit → |
What is Gumloop?
Gumloop bolts a permissioned knowledge layer onto its agents and chases every model and MCP.
Gumloop is an agent-automation platform whose center of gravity has shifted from building workflows to running autonomous agents against company data. The July arc is dominated by Brain, a knowledge layer that lets agents answer from Google Drive, Notion, Slack, Zendesk and more with source citations and per-user permissions. Around it, the team ships frontier models the week they land — GPT-5.6, Grok 4.5, Claude Sonnet 5 — and a steadily widening MCP connector catalog.
What is Activepieces?
An open-source automation platform buried under empty release candidates
Activepieces is an open-source workflow-automation platform (an n8n/Zapier alternative) whose integrations are packaged as reusable "pieces." Its 0.86.3 line is being cut as a long train of release candidates, most of which ship no changes at all. The visible top of the feed is almost pure RC churn.
Gumloop vs Activepieces: editorial side-by-side
Gumloop
6.3MKT AUTO
Gumloop bolts a permissioned knowledge layer onto its agents and chases every model and MCP.
◆ Current state
Gumloop is an agent-automation platform whose center of gravity has shifted from building workflows to running autonomous agents against company data. The July arc is dominated by Brain, a knowledge layer that lets agents answer from Google Drive, Notion, Slack, Zendesk and more with source citations and per-user permissions. Around it, the team ships frontier models the week they land — GPT-5.6, Grok 4.5, Claude Sonnet 5 — and a steadily widening MCP connector catalog.
◆ Where it's heading
The product is converging on a governed, model-agnostic agent runtime: Brain supplies the data, 160-plus MCP connectors supply the actions, and roles, audit logs and permission-scoped retrieval supply the enterprise controls. Recent releases lean hard into administration — custom roles, connector policies, agent-owned credentials — signaling a push from individual builders toward org-wide deployment. The newest additions let agents configure other agents through the API, hinting at agent-managed fleets.
◆ Prediction
Expect continued Brain source and MCP connector expansion plus deeper admin tooling; the API for managing an agent's skills and connectors points toward programmatic, agent-of-agents orchestration as the next surface.
Activepieces
5.0MKT AUTO
An open-source automation platform buried under empty release candidates
◆ Current state
Activepieces is an open-source workflow-automation platform (an n8n/Zapier alternative) whose integrations are packaged as reusable "pieces." Its 0.86.3 line is being cut as a long train of release candidates, most of which ship no changes at all. The visible top of the feed is almost pure RC churn.
◆ Where it's heading
The substance is one layer down: per-piece action and trigger visibility controls, externalizing dependencies that broke when inlined (amazon-s3, image-helper, scrapeless), deprecating the AWS Bedrock piece, and S3-compatible storage fixes for OCI. That points to a platform hardening its piece system and cleaning up its integration surface rather than adding headline capabilities.
◆ Prediction
Expect 0.86.3 to finalize once the RC train stops, with the piece-visibility controls and S3/storage fixes as its real payload. The entries don't support a claim beyond incremental platform maintenance.
Alternatives to Gumloop and Activepieces
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 Activepieces.
Moosend
Moosend's feed is an email-marketing content mill, not a product changelog.
Litmus
Litmus keeps publishing deliverability and email-craft explainers, not product releases.
Kit (formerly ConvertKit)
Kit expands from email tool toward a creator platform: sites, networks, audience data.
WPForms
WPForms is quietly becoming an AI-native form builder — but the feed is a marketing blog.
n8n
n8n pours release after release into hardening its in-product AI agent builder
See all Gumloop alternatives → · See all Activepieces alternatives →
Recent activity from Gumloop and Activepieces
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoActivepieces0.86.3-rc.10 (empty release candidate)
- 5d agoGumloopDM Your Agent in Slack
- 6d agoActivepieces0.86.3-rc.9 (empty release candidate)
- 6d agoActivepieces0.86.3-rc.8 (empty release candidate)
- 7d agoActivepieces0.86.3-rc.7 (empty release candidate)
- 7d agoGumloopZendesk in Gumloop Brain
- 8d agoActivepieces0.86.3-rc.6 (empty release candidate)
- 8d agoActivepieces0.86.3-rc.5 (empty release candidate)
- 9d agoGumloopBrain Improvements
- 13d agoGumloopGPT-5.6 Terra, Sol, and Luna
- 14d agoGumloopGumloop Brain ⚡
- 19d agoGumloop160+ New MCP Connectors
Frequently asked questions
What is the difference between Gumloop and Activepieces?
Both compete on the same themes — automation — within Mkt Auto. Gumloop is currently shipping more aggressively (velocity 6.3 vs 5.0), 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.
Is Gumloop better than Activepieces?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Gumloop is currently shipping more aggressively (velocity 6.3 vs 5.0), 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.
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 Activepieces?
Top Activepieces alternatives in Mkt Auto are ranked by recent ship velocity. Browse the "Activepieces alternatives" section above for the current picks, or visit /alternatives/activepieces for the full list with editorial commentary on each.