Teable
Teable ships fast on BYODB, billing instrumentation, and security hardening — steady, not showy.
Comparison · Collab
Paperless-ngx vs Guru
A side-by-side editorial comparison of Paperless-ngx and Guru — release velocity, themes, recent moves, and the top alternatives to consider.
Paperless-ngx vs Guru: at a glance
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.
What is Guru?
Guru bet the platform on Knowledge Agents — now it's building the controls to run them at scale.
Guru has repositioned from a wiki-style knowledge base into an AI Knowledge Agent platform, and the last quarter's releases make that unmistakable. Almost every recent entry is about the agent layer: automations, guardrails, per-skill permissions, and now conversational agent configuration. The classic editor still gets attention, but the center of gravity has clearly shifted to making agents controllable and enterprise-safe.
Paperless-ngx vs Guru: editorial side-by-side
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.
Guru
6.3COLLAB
Guru bet the platform on Knowledge Agents — now it's building the controls to run them at scale.
◆ Current state
Guru has repositioned from a wiki-style knowledge base into an AI Knowledge Agent platform, and the last quarter's releases make that unmistakable. Almost every recent entry is about the agent layer: automations, guardrails, per-skill permissions, and now conversational agent configuration. The classic editor still gets attention, but the center of gravity has clearly shifted to making agents controllable and enterprise-safe.
◆ Where it's heading
The pattern is a deliberate march toward enterprise-grade agent governance: jailbreak detection, per-skill RBAC, source-scoped quality, and Microsoft 365 action-taking all landed within weeks of each other. Guru is pushing its agents to be more autonomous (scheduled automations, M365 actions) and more controllable (guardrails, permissions) at the same time. Operator Mode ties it together by letting non-technical owners build and debug agents in plain language.
◆ Prediction
Expect the next releases to deepen agent autonomy and observability — richer automation triggers, more action-capable connectors beyond Microsoft 365, and analytics on what agents actually did. The simultaneous investment in guardrails suggests each new capability will ship paired with a matching control.
Alternatives to Paperless-ngx and Guru
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 Paperless-ngx or Guru.
Powell Software
Powell's feed is intranet thought-leadership; the real release notes sit just past the window.
GitHub
GitHub is building the governance layer for AI-written code.
AFFiNE
AFFiNE hardens its self-hosted server: document lifecycle, blob GC, and auth guards
Hive
Hive keeps tightening dashboards and threading its Buzz assistant deeper into workflows.
Mumble
Mumble keeps its 1.5 VoIP line in slow maintenance while the 1.6.x rewrite inches through RC testing.
See all Paperless-ngx alternatives → · See all Guru alternatives →
Recent activity from Paperless-ngx and Guru
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3d agoPaperless-ngxPaperless-ngx v3 beta rc2: Angular 22, sqlite-vec, ollama embeddings
- 5d agoGuruOperator Mode ⚡
- 26d agoGuruMicrosoft Work IQ
- 1mo agoGuruManage Skill Permissions
- 1mo agoGuruCreate Guardrails for your Knowledge Agents
- 1mo agoGuruAutomate Your Knowledge Agents!
- 2mo agoGuruMerge Cells in Table Editor
- 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
- 4mo agoPaperless-ngxPaperless-ngx v2.20.13
- 4mo agoPaperless-ngxPaperless-ngx v2.20.12
Frequently asked questions
What is the difference between Paperless-ngx and Guru?
They serve adjacent needs but don't currently overlap on shipped themes. Guru is currently shipping more aggressively (velocity 6.3 vs 2.5), 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 Paperless-ngx better than Guru?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Guru is currently shipping more aggressively (velocity 6.3 vs 2.5), with 1 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.
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.
What are the best alternatives to Guru?
Top Guru alternatives in Collab are ranked by recent ship velocity. Browse the "Guru alternatives" section above for the current picks, or visit /alternatives/guru for the full list with editorial commentary on each.