Hive
Hive keeps tightening dashboards and threading its Buzz assistant deeper into workflows.
Comparison · Collab
Trilium Notes vs Paperless-ngx
A side-by-side editorial comparison of Trilium Notes and Paperless-ngx — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:self-hosted
Trilium Notes vs Paperless-ngx: at a glance
What is Trilium Notes?
Trilium narrows scope — dropping LLM integration while adding spreadsheets and OCR.
Trilium (Trilium Notes / TriliumNext) is a self-hosted, hierarchical note-taking application released on GitHub. The recent arc is defined by deliberate scope decisions: it removed its built-in LLM integration citing maintenance burden, then later added a spreadsheet note type and OCR. Security is a recurring theme, with at least one release flagged as an urgent upgrade.
What is Paperless-ngx?
Paperless-ngx v3 turns a self-hosted document archive into an AI you can query
Paperless-ngx, the self-hosted document manager, is deep in its v3.0.0 beta. The stable 2.20.x line is now pure maintenance, shipping security patches and bug fixes, while every new capability lands in the v3 betas: a built-in AI layer, a tantivy search backend replacing Whoosh, document versioning, and a parser plugin framework, alongside a wall of breaking changes.
Trilium Notes vs Paperless-ngx: editorial side-by-side
Trilium Notes
2.5COLLAB
Trilium narrows scope — dropping LLM integration while adding spreadsheets and OCR.
◆ Current state
Trilium (Trilium Notes / TriliumNext) is a self-hosted, hierarchical note-taking application released on GitHub. The recent arc is defined by deliberate scope decisions: it removed its built-in LLM integration citing maintenance burden, then later added a spreadsheet note type and OCR. Security is a recurring theme, with at least one release flagged as an urgent upgrade.
◆ Where it's heading
Trilium is choosing depth over breadth, and notably running counter to the industry's add-AI-to-everything reflex — it pulled LLM integration out rather than expand it. New capabilities lean toward document handling (spreadsheets, OCR) that fit a personal-knowledge-base tool. As a small, largely single-maintainer project, releases prioritize what can be sustainably maintained.
◆ Prediction
Expect continued document-and-editor capabilities plus security maintenance, with feature decisions gated by maintainability. Community-requested items like a mobile app or multi-user support remain contingent on funding, per the release notes.
Paperless-ngx
2.5COLLAB
Paperless-ngx v3 turns a self-hosted document archive into an AI you can query
◆ Current state
Paperless-ngx, the self-hosted document manager, is deep in its v3.0.0 beta. The stable 2.20.x line is now pure maintenance, shipping security patches and bug fixes, while every new capability lands in the v3 betas: a built-in AI layer, a tantivy search backend replacing Whoosh, document versioning, and a parser plugin framework, alongside a wall of breaking changes.
◆ Where it's heading
The project is converging v3 toward release-candidate stability. rc2 is mostly dependency bumps, an Angular 22 upgrade, and AI-search hardening (sqlite-vec, ollama embeddings, LLM timeouts) rather than new direction. The directional bet, local retrieval over your own documents, is set; the work now is making it reliable on small self-hosted installs.
◆ Prediction
A v3.0.0 stable release is the next milestone once the AI indexing and tantivy search settle; expect continued fixes around memory use and embedding quality before the beta tag drops.
Alternatives to Trilium Notes 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 Trilium Notes or Paperless-ngx.
Guru
Guru bet the platform on Knowledge Agents — now it's building the controls to run them at scale.
Mumble
Mumble keeps its 1.5 VoIP line in slow maintenance while the 1.6.x rewrite inches through RC testing.
AFFiNE
AFFiNE's daily canaries quietly harden self-hosted auth ahead of a 0.27 cut
SiYuan
After the 3.7 platform overhaul, SiYuan settles into a fast stabilization cadence.
Anytype
Anytype grinds toward a stable beta: chat performance and editor reliability lead the work.
See all Trilium Notes alternatives → · See all Paperless-ngx alternatives →
Recent activity from Trilium Notes and Paperless-ngx
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoTrilium Notesv0.104.0
- 2d agoPaperless-ngxPaperless-ngx v3 beta rc2: Angular 22, sqlite-vec, ollama embeddings
- 2mo agoTrilium NotesSpreadsheet note type and OCR arrive in v0.103.0
- 2mo agoPaperless-ngxPaperless-ngx v3.0 beta: built-in AI doc chat, tantivy search ⚡
- 2mo agoPaperless-ngxPaperless-ngx v2.20.15
- 3mo agoPaperless-ngxPaperless-ngx v2.20.14
- 3mo agoTrilium NotesSecurity fixes — v0.102.2, upgrade recommended
- 4mo agoPaperless-ngxPaperless-ngx v2.20.13
- 4mo agoPaperless-ngxPaperless-ngx v2.20.12
- 4mo agoTrilium Notesv0.102.1
- 4mo agoTrilium NotesLLM integration removed to cut maintenance burden
- 5mo agoTrilium NotesWeb Clipper v1.1.0
Frequently asked questions
What is the difference between Trilium Notes and Paperless-ngx?
Both compete on the same themes — self-hosted — within Collab. Trilium Notes and Paperless-ngx are shipping at a similar cadence (velocity 2.5 vs 2.5, 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 Trilium Notes better than Paperless-ngx?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Trilium Notes and Paperless-ngx are shipping at a similar cadence (velocity 2.5 vs 2.5, 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 Trilium Notes?
Top Trilium Notes alternatives in Collab are ranked by recent ship velocity. Browse the "Trilium Notes alternatives" section above for the current picks, or visit /alternatives/trilium 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.