Slack
Slack raises the Marketplace bar back to ten installs while the agent platform consolidates.
A side-by-side editorial comparison of Capacities and SiYuan — release velocity, themes, recent moves, and the top alternatives to consider.
AI stopped being a bundled feature at Capacities and became the thing you buy more of
Capacities ships a numbered release every few weeks across its knowledge-base app — objects, tabs, the editor, presentation mode — with AI threaded through most of them. Recent releases added a choice of AI model provider, chat connectors, image analysis for Pro users, and in July a full public API. The newest release introduces Pro+ and Believer+, optional paid add-ons that raise the monthly AI budget and sell top-ups on top of it.
SiYuan re-tagged the same 3.8.2 changelog three times in thirty hours
The 3.8.2 line is a cumulative train: every tag republishes the full release list rather than a delta. Beta.1 was the superset, and beta.2, beta.3 and beta.4 all landed within thirty hours carrying a byte-identical changelog. The substance in that shared list is editor ergonomics (scrolling the viewport without moving the caret, configurable cursor surrounding lines), a broad mobile pass (configurable bottom bar, swipe gestures, marketplace access), and continued build-out of the AI Agent introduced in 3.8.0.
Capacities ships a numbered release every few weeks across its knowledge-base app — objects, tabs, the editor, presentation mode — with AI threaded through most of them. Recent releases added a choice of AI model provider, chat connectors, image analysis for Pro users, and in July a full public API. The newest release introduces Pro+ and Believer+, optional paid add-ons that raise the monthly AI budget and sell top-ups on top of it.
Two arcs are converging. The first opened the product up: API 2.0 made the knowledge base programmable, and connectors let outside assistants reach it. The second is now closing around cost — AI has moved from a bundled capability to a budgeted one, and the new tiers charge for consumption rather than for features. Read together, Capacities is treating the knowledge base as the durable asset and inference as a metered resource priced separately from it.
Expect AI budget to become an explicit dimension of the plan comparison, with limits and top-up sizing tuned in follow-up releases. The entries do not show how the budget is measured, so the unit being sold remains unclear.
The 3.8.2 line is a cumulative train: every tag republishes the full release list rather than a delta. Beta.1 was the superset, and beta.2, beta.3 and beta.4 all landed within thirty hours carrying a byte-identical changelog. The substance in that shared list is editor ergonomics (scrolling the viewport without moving the caret, configurable cursor surrounding lines), a broad mobile pass (configurable bottom bar, swipe gestures, marketplace access), and continued build-out of the AI Agent introduced in 3.8.0.
Two surfaces are absorbing most of the work. The Agent keeps gaining reach rather than changing shape — image upload in agent chat, independent execution across sessions, skill inline markers, kernel log access for error analysis — all extensions of the capability 3.8.0-alpha.1 established. The plugin API is the other growth area, adding roughly a dozen hooks this cycle covering dock visibility, link interception, asset upload interception and breadcrumb buttons.
With four betas out and the changelog frozen since beta.1, the next tag in this line is most likely a 3.8.2 stable release.
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 SiYuan.
Slack raises the Marketplace bar back to ten installs while the agent platform consolidates.
Hive is building the plumbing its Buzz AI snippets need to run on real team data
Mattermost is selling sovereignty and air-gapped AI, with releases buried in the argument
Paperless-ngx is patching hard behind a 3.1 release that made AI a workflow step
Read the Docs ships a dated release every week, and this one is documentation and dependencies
Zoho Sign is clearing the exit path off Docusign while stacking up regional legal assurance
See all Capacities alternatives → · See all SiYuan alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. SiYuan is currently shipping more aggressively (velocity 6.3 vs 3.8), with 0 editorial sparks in the last 30 days against 1. 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. SiYuan is currently shipping more aggressively (velocity 6.3 vs 3.8), with 0 editorial sparks in the last 30 days against 1. 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 SiYuan alternatives in Collab are ranked by recent ship velocity. Browse the "SiYuan alternatives" section above for the current picks, or visit /alternatives/siyuan for the full list with editorial commentary on each.