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Comparison · Collab

Hive vs Paperless-ngx

A side-by-side editorial comparison of Hive and Paperless-ngx — release velocity, themes, recent moves, and the top alternatives to consider.

Hive vs Paperless-ngx: at a glance

FeatureHivePaperless-ngx
SectorCollab, PMCollab
Velocity score10.06.3
Sparks · 30d01
Top themesproject-management, time-tracking, permissions, audit-traildocument-management, self-hosted, paperless-ai, breaking-changes
Last editorial update14h ago17d ago
WebsiteVisit →Visit →

What is Hive?

Hive ships in batches, and this one is all planning accuracy and admin control.

Hive publishes its changelog as clusters of single-feature entries dated the same day — seven on August 18, three on August 14. The current batch splits between planning integrity (time estimates surviving assignee changes, a rebuilt Unsubmitted Timesheets view, reorderable Gantt columns), governance (a default restricted-member role applied across every onboarding path, custom-field edits appearing in activity feeds), and small chat conveniences. Nothing in the batch is a new product area; it is the existing surface being tightened.

Read the full Hive trajectory →

What is Paperless-ngx?

Paperless-ngx shipped its 3.0 rewrite, then spent a week putting out the fires.

3.0.0 landed on July 22 after a long beta, carrying both the largest feature set in the project's history and nine breaking changes. The five releases since are pure repair: a broken migration in 3.0.1 that forced an immediate 3.0.2, then three patch rounds covering OCR skipping, permission-filtered dedup, Gotenberg conversion, email date parsing, AI suggestion caching and search index edge cases. The pace tells you 3.0 shipped into real deployments fast.

Read the full Paperless-ngx trajectory →

Hive vs Paperless-ngx: editorial side-by-side

Hive logo
Hive
COLLABPM
10.0

Hive ships in batches, and this one is all planning accuracy and admin control.

◆ Current state

Hive publishes its changelog as clusters of single-feature entries dated the same day — seven on August 18, three on August 14. The current batch splits between planning integrity (time estimates surviving assignee changes, a rebuilt Unsubmitted Timesheets view, reorderable Gantt columns), governance (a default restricted-member role applied across every onboarding path, custom-field edits appearing in activity feeds), and small chat conveniences. Nothing in the batch is a new product area; it is the existing surface being tightened.

◆ Where it's heading

Two themes have been running through recent batches. The first is making planned time trustworthy — estimates that no longer vanish when work is reassigned, timesheet views built for scanning who has not submitted. The second is administrative control that scales: a least-privilege default that holds across SAML, SCIM, invite links and domain auto-join, and an audit trail that now covers custom-field edits. Both point at larger deployments, where the failure modes are silent data loss and inconsistent permissions rather than missing features.

◆ Prediction

The audit-trail and permissions work looks incomplete rather than finished — activity coverage for other object types and per-field visibility rules are the obvious next steps. Expect the same batched cadence, roughly twice a month.

P6.3

Paperless-ngx shipped its 3.0 rewrite, then spent a week putting out the fires.

◆ Current state

3.0.0 landed on July 22 after a long beta, carrying both the largest feature set in the project's history and nine breaking changes. The five releases since are pure repair: a broken migration in 3.0.1 that forced an immediate 3.0.2, then three patch rounds covering OCR skipping, permission-filtered dedup, Gotenberg conversion, email date parsing, AI suggestion caching and search index edge cases. The pace tells you 3.0 shipped into real deployments fast.

◆ Where it's heading

The project has moved from a document scanner-and-tagger to a document platform with AI in the core: Paperless AI, remote OCR via Azure, a document parser plugin framework, tantivy replacing Whoosh for search, file versions and sharelink bundles. The breaking changes are the other half of that story — dropping API v1, Python 3.10, document encryption and the old consumer clears the decks for that platform. Recent patches keep touching LLM plumbing, including passing output language into chat and adding docstrings so the classifier reads better as an LLM tool.

◆ Prediction

The 3.0.x patch cadence looks set to run at least another round or two — 3.0.5 is still landing search-compatibility and AI-suggestion fixes rather than tapering. Feature work resuming before that queue empties would be the surprise.

Alternatives to Hive and Paperless-ngx

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 Paperless-ngx.

See all Hive alternatives → · See all Paperless-ngx alternatives →

Recent activity from Hive and Paperless-ngx

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 1d agoHiveDefault new members to a restricted role across every join path
  2. 1d agoHiveDashboard links unfurl as cards in chat
  3. 1d agoHiveGantt columns can be reordered and the order sticks
  4. 1d agoHiveChat statuses can expire automatically
  5. 1d agoHiveTime estimates survive an assignee change
  6. 1d agoHiveCustom-field edits now appear in activity feeds
  7. 17d agoPaperless-ngxFifth 3.0 patch round: AI cache keying and search date units
  8. 22d agoPaperless-ngxPaperless-ngx v3.0.4
  9. 24d agoPaperless-ngxPaperless-ngx v3.0.3
  10. 26d agoPaperless-ngxPaperless-ngx v3.0.1
  11. 26d agoPaperless-ngxPaperless-ngx v3.0.2
  12. 27d agoPaperless-ngxPaperless-ngx v3.0.0

Frequently asked questions

What is the difference between Hive and Paperless-ngx?

They serve adjacent needs but don't currently overlap on shipped themes. Hive is currently shipping more aggressively (velocity 10.0 vs 6.3), with 0 editorial sparks in the last 30 days against 1. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.

Is Hive better than Paperless-ngx?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Hive is currently shipping more aggressively (velocity 10.0 vs 6.3), with 0 editorial sparks in the last 30 days against 1. 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 Paperless-ngx?

Top Paperless-ngx alternatives in Collab are ranked by recent ship velocity. Browse the "Paperless-ngx alternatives" section above for the current picks, or visit /alternatives/paperless-ngx for the full list with editorial commentary on each.