Teable
Teable ships fast on BYODB, billing instrumentation, and security hardening — steady, not showy.
Comparison · Collab
Trilium Notes vs Guru
A side-by-side editorial comparison of Trilium Notes and Guru — release velocity, themes, recent moves, and the top alternatives to consider.
Trilium Notes vs Guru: 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 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.
Trilium Notes vs Guru: 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.
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 Trilium Notes 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 Trilium Notes 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 Trilium Notes alternatives → · See all Guru alternatives →
Recent activity from Trilium Notes and Guru
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoTrilium Notesv0.104.0
- 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 agoTrilium NotesSpreadsheet note type and OCR arrive in v0.103.0
- 3mo agoTrilium NotesSecurity fixes — v0.102.2, upgrade recommended
- 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 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 Trilium Notes 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 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 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.