Capacities
Capacities adds whiteboards and a global graph to its object-based notes.
A side-by-side editorial comparison of Immich and Nextcloud Desktop — release velocity, themes, recent moves, and the top alternatives to consider.
Immich's 3.4 candidate adds passkeys and built-in backups.
Immich released v3.3 candidates in early October with people management, TensorRT-RTX acceleration, birthday memories and lighter ML models, and the first v3.4 candidate on 30 October. 3.4 rc.1 adds passkey sign-in, built-in backups using restic's parallel scan, JPEG XL decoding and encoding, mobile tags and workflow filters, plus a block of security fixes around shared links, partner timelines, symlinks and OAuth cookies.
Nextcloud Desktop 35 brings Assistant, unified search and Linux virtual files to the client
Release 35.0.0 landed on 12 October after four release candidates. Its pull-request list adds the Assistant on the client, revives unified search, integrates the OpenVFS virtual files plugin on Linux, supports unified sharing and adds governance label handling. The tray has also been reworked, with logout and account removal moving to the settings menu. The 34.0 line continues in parallel with backported fixes, most recently 34.0.5.
Immich released v3.3 candidates in early October with people management, TensorRT-RTX acceleration, birthday memories and lighter ML models, and the first v3.4 candidate on 30 October. 3.4 rc.1 adds passkey sign-in, built-in backups using restic's parallel scan, JPEG XL decoding and encoding, mobile tags and workflow filters, plus a block of security fixes around shared links, partner timelines, symlinks and OAuth cookies.
Each minor now runs through three or four public candidates before release. The 3.x line moved from discovery features (search, faces, memories) toward running Immich safely as a household's primary photo store: sharing controls, authentication and backups.
v3.4.0 stable should follow after one or two more candidates. Restoring from the new backups inside Immich is the natural follow-up if it isn't already part of 3.4.
Release 35.0.0 landed on 12 October after four release candidates. Its pull-request list adds the Assistant on the client, revives unified search, integrates the OpenVFS virtual files plugin on Linux, supports unified sharing and adds governance label handling. The tray has also been reworked, with logout and account removal moving to the settings menu. The 34.0 line continues in parallel with backported fixes, most recently 34.0.5.
After months of File Provider repair on macOS, the client is widening again. Linux virtual files now have a path that can switch from classic sync dynamically, which closes a gap with the other desktop platforms, and lock-file handling keeps extending to design tools such as AutoCAD, InDesign and Affinity. Assistant and governance labels also bring more of the platform into the desktop client.
Expect 35.0.x patches to follow the same backport pattern as 34.0, with the new Linux OpenVFS path the most likely source of early fixes. The notes give no sign of what a next feature release will prioritize.
Other Collab 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 Immich or Nextcloud Desktop.
Capacities adds whiteboards and a global graph to its object-based notes.
Guru's Knowledge Agents get the plumbing that makes their answers checkable and safe.
EGroupware retires 23.1 and keeps shipping security fixes every week or two.
PhotoPrism now lets AI assistants search your photo library over MCP.
Trilium rebuilt its kanban board, then shipped an urgent server security fix.
Zettlr added admonitions after six years, then spent a release fixing its updater.
See all Immich alternatives → · See all Nextcloud Desktop alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Nextcloud Desktop is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 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. Nextcloud Desktop is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Collab products to evaluate alongside.
Top Immich alternatives in Collab are ranked by recent ship velocity. Browse the "Immich alternatives" section above for the current picks, or visit /alternatives/immich for the full list with editorial commentary on each.
Top Nextcloud Desktop alternatives in Collab are ranked by recent ship velocity. Browse the "Nextcloud Desktop alternatives" section above for the current picks, or visit /alternatives/nextcloud-desktop for the full list with editorial commentary on each.