n8n
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Comparison · Mkt Auto
Gumloop vs Pimcore
A side-by-side editorial comparison of Gumloop and Pimcore — release velocity, themes, recent moves, and the top alternatives to consider.
Gumloop vs Pimcore: at a glance
| Feature | Gumloop | Pimcore |
|---|---|---|
| Sector | Mkt Auto | Mkt Auto |
| Velocity score | 7.5 | 5.0 |
| Sparks · 30d | 1 | 0 |
| Top themes | ai agents, artifacts, agent evaluations, workflow automation | pim, dam, security-patch, php |
| Last editorial update | 1d ago | 3d ago |
| Website | — | Visit → |
What is Gumloop?
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.
What is Pimcore?
Pimcore 2026.3.3.1 tightens the Twig sandbox again, two days after 2026.3.3.
Pimcore's 2026.3 line is in a security-heavy patch cycle: 2026.3.3.1 restricts what the Twig sandbox can reach (the request object and pimcore_dump), two days after 2026.3.3 fixed a Custom Reports SQL-denylist bypass and object injection. 2026.3.2 had already patched an earlier Twig sandbox bypass.
Gumloop vs Pimcore: editorial side-by-side
Gumloop
7.5MKT AUTO
Gumloop 13.1 lets live artifacts drive agents through the SDK and opens outputs in Office.
◆ Current state
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.
◆ Where it's heading
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.
◆ Prediction
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.
Pimcore
5.0MKT AUTO
Pimcore 2026.3.3.1 tightens the Twig sandbox again, two days after 2026.3.3.
◆ Current state
Pimcore's 2026.3 line is in a security-heavy patch cycle: 2026.3.3.1 restricts what the Twig sandbox can reach (the request object and pimcore_dump), two days after 2026.3.3 fixed a Custom Reports SQL-denylist bypass and object injection. 2026.3.2 had already patched an earlier Twig sandbox bypass.
◆ Where it's heading
Every 2026.3 patch since 2026.3.1 has carried security fixes, and the Twig sandbox has now been hardened twice. Feature work has paused after the 2026.3.0 workflow extension slots, and the weekly patches are going to template and reporting surfaces that admins expose to editors.
◆ Prediction
Expect more weekly 2026.3.x patches with advisories on template and reporting surfaces before any 2026.4 feature release.
Alternatives to Gumloop and Pimcore
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 Pimcore.
Activepieces
Activepieces backports October's Node.js security update to five release lines.
Buttondown
Buttondown closes an API send loophole and blocks confirmation-email floods in its daily fixes.
Formidable Forms
Formidable Forms 7.0.1 makes the builder preview reflect more Pro settings as they change.
SendPortal
SendPortal resurfaces with a v4 patch release, its first tag since 2020.
Moosend
Moosend's feed is still all blog posts; no product release has surfaced in two months.
See all Gumloop alternatives → · See all Pimcore alternatives →
Recent activity from Gumloop and Pimcore
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3d agoGumloopGumloop 13.1: artifacts drive agents via SDK, open in Office
- 6d agoGumloopGumloop 13.0: revamped agent harness and org-wide evaluations ⚡
- 7d agoPimcore2026.3.3.1: Twig sandbox can no longer reach request or dump
- 9d agoPimcore2026.3.3: SQL-denylist and unserialize fixes, lighter relations
- 10d agoGumloopGumloop 12.5: artifacts call AI models and embed on any site
- 14d agoGumloopGumloop 12.4: agent-built MCPs, multi-account apps, team sharing
- 16d agoPimcorePimcore 2026.3.2 patches IDOR, Twig sandbox bypass and object injection
- 16d agoGumloopGemini 4 Argon and Muse Wonder
- 20d agoGumloopAgent-Owned Secrets
- 23d agoPimcorePimcore 2026.3.1: per-type version storage, focal-point fixes
- 1mo agoPimcorePimcore 2026.3: workflow extension slots and cache/lock tuning
- 1mo agoPimcorePimcore 2026.2.14: storage-queue safety fixes
Frequently asked questions
What is the difference between Gumloop and Pimcore?
They serve adjacent needs but don't currently overlap on shipped themes. Gumloop is currently shipping more aggressively (velocity 7.5 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 Pimcore?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Gumloop is currently shipping more aggressively (velocity 7.5 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 Pimcore?
Top Pimcore alternatives in Mkt Auto are ranked by recent ship velocity. Browse the "Pimcore alternatives" section above for the current picks, or visit /alternatives/pimcore for the full list with editorial commentary on each.