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A side-by-side editorial comparison of Capacities and Document360 — release velocity, themes, recent moves, and the top alternatives to consider.
| Feature | Capacities | Document360 |
|---|---|---|
| Sector | Collab | Collab |
| Velocity score | 3.8 | 6.3 |
| Sparks · 30d | 1 | 1 |
| Top themes | pkm, ai budget, pricing, add-ons | knowledge-base, api-platform, ai-assistance, authoring-workflow |
| Last editorial update | 6d ago | 1d ago |
| Website | Visit → | — |
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.
After opening the knowledge base to machines, Document360 turns on its own furniture
Document360 ships monthly and hit 12.8.5 with a portal-interface release rather than a platform one. The top and left navigation bars were redesigned around a single dropdown that moves between projects, workspaces and languages instead of three separate menus, rolling out in phases. Alongside it, a Manage labels page finally makes labels deletable, groupable and countable by usage, and article status icons became dual-tone so a published article carrying an active draft reads at a glance.
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.
Document360 ships monthly and hit 12.8.5 with a portal-interface release rather than a platform one. The top and left navigation bars were redesigned around a single dropdown that moves between projects, workspaces and languages instead of three separate menus, rolling out in phases. Alongside it, a Manage labels page finally makes labels deletable, groupable and countable by usage, and article status icons became dual-tone so a published article carrying an active draft reads at a glance.
The arc has run outward, then inward, and has now arrived at the portal's own information architecture. First the knowledge base was made safe for programmatic and agent access through the API v3 rebuild; then the gaps that serialise human teams were closed with co-editing and pre-publish checks; now the surfaces people navigate all day are being rebuilt for legibility. The quietest line in this release points somewhere else: an AI chatbot's content source dropdown now offers None, so a chatbot can be configured without the knowledge base behind it at all.
Expect the taxonomy work to continue past labels, since the one-time prompt to organise flat labels into groups implies a project-wide cleanup Document360 wants finished. The phased navigation rollout should complete before the next feature layer lands on top of it.
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 Document360.
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See all Capacities alternatives → · See all Document360 alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Document360 is currently shipping more aggressively (velocity 6.3 vs 3.8), with 1 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. Document360 is currently shipping more aggressively (velocity 6.3 vs 3.8), with 1 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 Document360 alternatives in Collab are ranked by recent ship velocity. Browse the "Document360 alternatives" section above for the current picks, or visit /alternatives/document360 for the full list with editorial commentary on each.