SiYuan
After the 3.7 platform overhaul, SiYuan settles into a fast stabilization cadence.
A side-by-side editorial comparison of Capacities and Trilium Notes — release velocity, themes, recent moves, and the top alternatives to consider.
Capacities is becoming an AI-connected knowledge hub with a real developer API.
Capacities, a note-and-object-based personal knowledge tool, is shipping fast — roughly biweekly releases — and pushing two frontiers at once: opening the app to outside systems and deepening its own AI. It now has AI Chat Connectors to ChatGPT, Claude, and Cursor, an on-device Search 3.0, image analysis, recurring tasks, and a choice of AI model provider.
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.
Capacities, a note-and-object-based personal knowledge tool, is shipping fast — roughly biweekly releases — and pushing two frontiers at once: opening the app to outside systems and deepening its own AI. It now has AI Chat Connectors to ChatGPT, Claude, and Cursor, an on-device Search 3.0, image analysis, recurring tasks, and a choice of AI model provider.
The arc is Capacities moving from a closed personal tool toward a platform: API 2.0 gives developers programmatic access, while the AI Chat Connectors let external assistants read and increasingly write into a user's space. Its AI work emphasizes user control — local-first search, choose-your-model — rather than a single hosted assistant. Cadence is high and consistent.
With the API opened and connectors moving from read to write, the likely next step is a richer integration surface — third-party tools and agents building on the API — plus more of what connected AI apps can create inside a space.
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.
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.
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.
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 Capacities or Trilium Notes.
After the 3.7 platform overhaul, SiYuan settles into a fast stabilization cadence.
Anytype grinds toward a stable beta: chat performance and editor reliability lead the work.
An open-source Airtable that's grinding its AI-agent layer to production-grade
AFFiNE is turning its local-first workspace into a governed, agent-addressable platform.
GitHub is hardening Copilot into an admin-governed, agentic coding platform
Paperless-ngx v3 turns a self-hosted document archive into an AI you can query
See all Capacities alternatives → · See all Trilium Notes alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Capacities 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.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Capacities 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.
Top Capacities alternatives in Collab are ranked by recent ship velocity. Browse the "Capacities alternatives" section above for the current picks, or visit /alternatives/capacities for the full list with editorial commentary on each.
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.