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Comparison · Collab
Hive vs Immich
A side-by-side editorial comparison of Hive and Immich — release velocity, themes, recent moves, and the top alternatives to consider.
Hive vs Immich: at a glance
What is Hive?
Hive lets agents act on proof feedback and puts its tasks inside Claude and ChatGPT.
Hive is a project management suite with an increasingly strong creative-proofing layer and Buzz, an AI assistant that now spans dashboards, proofing and forms. In two days it shipped PDF text editing in which agents apply review feedback as a new version, review-progress counts in Proofing, Buzz reports on time data, batch-scheduled dashboard reports and a rebuilt mobile action card.
What is Immich?
Immich's v3.2 RC ships a new search UI and face clustering, advancing self-hosted photo discovery.
Immich is in active release cadence: v3.0 landed workflows, plugins, mobile editing, HLS streaming, and OCR; v3.2 is now in its third RC with a new search UI, face cluster groups, and a rebuilt search API. The RC turnaround pace suggests the team is in cleanup mode ahead of a stable release. It's a self-hosted Google Photos alternative with a large community of contributors across server, mobile, and web.
Hive vs Immich: editorial side-by-side
Hive
6.3COLLABPM
Hive lets agents act on proof feedback and puts its tasks inside Claude and ChatGPT.
◆ Current state
Hive is a project management suite with an increasingly strong creative-proofing layer and Buzz, an AI assistant that now spans dashboards, proofing and forms. In two days it shipped PDF text editing in which agents apply review feedback as a new version, review-progress counts in Proofing, Buzz reports on time data, batch-scheduled dashboard reports and a rebuilt mobile action card.
◆ Where it's heading
Hive is building a review loop that agents can close: comments and Buzz AI suggestions now have an action path, not just a display. At the same time it is moving its work surface outward through MCP, so tasks show up in third-party assistants. Reporting and mobile UX are getting steady attention alongside both.
◆ Prediction
Expect agents to take on more write actions through the MCP connector, likely creating and updating tasks, as the proofing loop matures.
Immich
6.3COLLAB
Immich's v3.2 RC ships a new search UI and face clustering, advancing self-hosted photo discovery.
◆ Current state
Immich is in active release cadence: v3.0 landed workflows, plugins, mobile editing, HLS streaming, and OCR; v3.2 is now in its third RC with a new search UI, face cluster groups, and a rebuilt search API. The RC turnaround pace suggests the team is in cleanup mode ahead of a stable release. It's a self-hosted Google Photos alternative with a large community of contributors across server, mobile, and web.
◆ Where it's heading
The product is moving from Google Photos parity toward differentiation through extensibility and AI-assisted organization. Workflows and plugins opened the automation surface in v3.0; the new search UI and cluster groups in v3.2 close the discovery gap. That combination — automation plus better semantic search — is the basis for a self-hosted photo library that replaces cloud products in daily use rather than just archiving them.
◆ Prediction
v3.2 stable will ship within days given the current RC pace. After that, expect the workflow engine to get additional triggers and actions, and possibly AI-assisted album creation tied to the new cluster groups and search API.
Alternatives to Hive and Immich
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 Hive or Immich.
SiYuan
SiYuan 3.8.9 reaches RC, adding AI-agent extraction of images embedded in PDFs.
KACE
KACE extends its PHP2SHELL fix to the SDA deployment appliance, six days after disclosure.
Mattermost
Mattermost v12 puts user-scoped permissions, private models and audit trails on every agent action.
AFFiNE
AFFiNE's canaries stay on upkeep: a Swift Collections bump follows CVE and migration fixes.
Teable
Teable's Structured Query v2 now reports across multi-hop relations, with a strict mode against SQL.
Recent activity from Hive and Immich
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 7d agoHiveMobile action cards become one scrolling view
- 7d agoHiveEdit PDF text and let agents apply proof feedback ⚡
- 7d agoHiveBuzz AI dashboard widget reports on time data
- 7d agoHiveSchedule multiple dashboard reports in one setup
- 7d agoHiveTrack review progress in Proofing
- 8d agoHiveReview proofs in the External Review Portal
- 1mo agoImmichv3.2.0 RC3: bug fixes before stable release
- 1mo agoImmichv3.2.0 RC2: search UI and face merge bug fixes
- 2mo agoImmichv3.2.0 RC1: new search UI, face cluster groups, memories view ⚡
- 2mo agoImmichv3.2.0-rc.0: fix: build release branch images instead of re-tagging main (#31064)
- 4mo agoImmichv3.0.0 RC3: webhook actions and bug fixes
- 4mo agoImmichv3.0.0 RC2: bug fixes ahead of stable release
Frequently asked questions
What is the difference between Hive and Immich?
They serve adjacent needs but don't currently overlap on shipped themes. Hive and Immich 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 Hive better than Immich?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Hive and Immich 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 Collab products to evaluate alongside.
What are the best alternatives to Hive?
Top Hive alternatives in Collab are ranked by recent ship velocity. Browse the "Hive alternatives" section above for the current picks, or visit /alternatives/hive for the full list with editorial commentary on each.
What are the best alternatives to Immich?
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.