SiYuan
SiYuan's 3.8.8 alphas keep layering database automation and editor polish on Gemini support.
A side-by-side editorial comparison of Capacities and Wiki.js — release velocity, themes, recent moves, and the top alternatives to consider.
Capacities ships API 2.0, pivoting from self-contained PKM toward a connected AI memory layer
Capacities is a structured personal knowledge management tool shipping at monthly cadence. In the past 4 months it has added AI Chat Connectors (connecting the space to ChatGPT, Claude, and Cursor), a developer-facing API 2.0, weblink reader and analysis, PDF annotations, AI image generation, and configurable AI model providers. The combination describes a product moving from self-contained PKM to a node in a broader AI-augmented knowledge graph.
Wiki.js 3.0 beta adds math, personal access tokens and nav automations; Postgres 17 now required.
Wiki.js runs two tracks: 2.x stable, which now gets only security patches, and a 3.0 beta still labeled 'not for production'. Over the past month the beta added Excalidraw live collaboration, SCIM provisioning, notifications, annotations, a glossary, draft recovery and multi-replica git sync. The newest beta adds inline KaTeX/MathJax math, personal access tokens, navigation-menu automations and search suggestions, and raises the minimum database to PostgreSQL 17.
Capacities is a structured personal knowledge management tool shipping at monthly cadence. In the past 4 months it has added AI Chat Connectors (connecting the space to ChatGPT, Claude, and Cursor), a developer-facing API 2.0, weblink reader and analysis, PDF annotations, AI image generation, and configurable AI model providers. The combination describes a product moving from self-contained PKM to a node in a broader AI-augmented knowledge graph.
The consistent direction is making Capacities connectable — first via AI chat integrations, then a proper developer API, and now deeper object types and AI media generation. The new Pro+/Believer+ pricing add-ons indicate AI usage is growing enough to require metered capacity. The platform is accumulating capability surface faster than a traditional note-taking tool and faster than comparable PKM competitors.
The most likely next move is deeper API-to-AI-connector integration, letting third-party agents create and modify Capacities objects programmatically — the existing connector work is the precondition for functioning as an AI memory layer rather than just a note store.
Wiki.js runs two tracks: 2.x stable, which now gets only security patches, and a 3.0 beta still labeled 'not for production'. Over the past month the beta added Excalidraw live collaboration, SCIM provisioning, notifications, annotations, a glossary, draft recovery and multi-replica git sync. The newest beta adds inline KaTeX/MathJax math, personal access tokens, navigation-menu automations and search suggestions, and raises the minimum database to PostgreSQL 17.
Headline features are in place, and recent betas fill out editor ergonomics, identity and API plumbing, and operational safety rather than adding new editors. Personal access tokens and API keys bound to page rules extend the access model to automation clients, and the Postgres 17 floor shows the team is still willing to set hard infrastructure requirements before 3.0 locks.
More betas pairing editor and admin polish with API, multi-node and v2-import fixes are the likely next step. The entries still give no date for 3.0 dropping its beta label.
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 Wiki.js.
SiYuan's 3.8.8 alphas keep layering database automation and editor polish on Gemini support.
GitHub makes open source license compliance a ruleset-enforced GA for Enterprise Cloud.
Hive makes its AI proofer a named approver and lets workflow buttons open prefilled Forms.
Teable ships an official MCP server, letting coding agents work its tables via OAuth.
Wiki.js 3 beta.672 adds inline math and personal access tokens, and raises the floor to Postgres 17.
Skedda Companion can now be pushed to every laptop through MDM for full presence data.
See all Capacities alternatives → · See all Wiki.js alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Wiki.js is currently shipping more aggressively (velocity 6.3 vs 5.0), with 0 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. Wiki.js is currently shipping more aggressively (velocity 6.3 vs 5.0), with 0 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 Wiki.js alternatives in Collab are ranked by recent ship velocity. Browse the "Wiki.js alternatives" section above for the current picks, or visit /alternatives/wikijs for the full list with editorial commentary on each.