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A side-by-side editorial comparison of Document360 and Wiki.js — release velocity, themes, recent moves, and the top alternatives to consider.
| Feature | Document360 | Wiki.js |
|---|---|---|
| Sector | Collab | Collab |
| Velocity score | 5.0 | 6.3 |
| Sparks · 30d | 0 | 1 |
| Top themes | knowledge base, ai assistant, documentation, localization | wiki, knowledge-base, mcp, governance |
| Last editorial update | 3d ago | 3d ago |
| Website | — | Visit → |
Document360's Eddy AI now summarizes what changed between article versions.
Document360 ships a knowledge-base release roughly every week, with its Eddy AI assistant in most of them. 12.10.2 adds AI summaries of differences between article versions, customizable reader feedback options, per-widget link behaviour settings and a central Engage dashboard to reuse and localize guides and videos. The prior release added source citations to Eddy AI answers and consolidated SSO setup.
Wiki.js 3.0 beta ships an MCP server so AI agents can work against the wiki directly.
Wiki.js 3.0 is still a beta not meant for production, but beta.705 adds a built-in MCP server, refined personal access token scopes, page lifecycle rules with page ownership, a feedback board where reviewers manage ideas, and link completion in the markdown editor. Recent betas added live notes, math, access tokens, SCIM and Excalidraw collaboration.
Document360 ships a knowledge-base release roughly every week, with its Eddy AI assistant in most of them. 12.10.2 adds AI summaries of differences between article versions, customizable reader feedback options, per-widget link behaviour settings and a central Engage dashboard to reuse and localize guides and videos. The prior release added source citations to Eddy AI answers and consolidated SSO setup.
Eddy AI is spreading from the reader-facing chatbot into the authoring and review workflow, with analytics, citations and now change summaries. Engage is being built out as a separate asset layer of guides and videos with its own localization and credit-based AI voiceovers.
Expect more AI help in the review and publishing flow, such as approvals or suggested fixes driven by version summaries.
Wiki.js 3.0 is still a beta not meant for production, but beta.705 adds a built-in MCP server, refined personal access token scopes, page lifecycle rules with page ownership, a feedback board where reviewers manage ideas, and link completion in the markdown editor. Recent betas added live notes, math, access tokens, SCIM and Excalidraw collaboration.
Each beta adds a piece that larger teams need: SSO and SCIM, governance through ownership and lifecycle rules, and now machine access through MCP and scoped tokens. 3.0 is becoming an AI-accessible knowledge base with enterprise controls rather than a straight successor to 2.x.
Expect MCP tools to be tied to the new PAT scopes and page rules, and the beta cadence to keep adding governance features before a release candidate.
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 Document360 or Wiki.js.
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See all Document360 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 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. Wiki.js is currently shipping more aggressively (velocity 6.3 vs 5.0), 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 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.
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.