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Comparison · Collab
Reflect vs Wiki.js
A side-by-side editorial comparison of Reflect and Wiki.js — release velocity, themes, recent moves, and the top alternatives to consider.
Reflect vs Wiki.js: at a glance
| Feature | Reflect | Wiki.js |
|---|---|---|
| Sector | Collab | Collab |
| Velocity score | 0.0 | 6.3 |
| Sparks · 30d | 0 | 1 |
| Top themes | pkm, note-taking, ai assistant, mobile parity | wiki, knowledge-base, mcp, governance |
| Last editorial update | 5mo ago | 3d ago |
| Website | — | Visit → |
What is Reflect?
Reflect's quiet SQLite frontend rewrite reset its performance ceiling and unblocked the AI roadmap.
Reflect is a personal note-taking app with embedded AI features (chat, transcription, summarization). The structurally important move of the year was a frontend rewrite onto SQLite, shipped across iOS, web, macOS, and then iPad over March 2025 — fixing the load-time and large-collection ceilings that had been quietly limiting the product. The rest of the visible cadence has been AI surface work: in-line voice transcription, Gemini for long-context chat, AI link summaries that feed semantic search, and an editor for custom prompt templates.
What is Wiki.js?
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.
Reflect vs Wiki.js: editorial side-by-side
Reflect
0.0COLLAB
Reflect's quiet SQLite frontend rewrite reset its performance ceiling and unblocked the AI roadmap.
◆ Current state
Reflect is a personal note-taking app with embedded AI features (chat, transcription, summarization). The structurally important move of the year was a frontend rewrite onto SQLite, shipped across iOS, web, macOS, and then iPad over March 2025 — fixing the load-time and large-collection ceilings that had been quietly limiting the product. The rest of the visible cadence has been AI surface work: in-line voice transcription, Gemini for long-context chat, AI link summaries that feed semantic search, and an editor for custom prompt templates.
◆ Where it's heading
Reflect is closing the desktop-mobile parity gap one feature at a time (advanced search filters made the jump from desktop to iOS in August) while making the AI surface more configurable and more entangled with search. The team's own July release explicitly named AI chat on mobile as the next milestone. The pattern: ship the architectural foundation, then layer the AI features that depend on it.
◆ Prediction
AI chat on mobile is the next named milestone from the team's own published roadmap notes. Beyond that, expect more features that quietly feed AI-generated context into search (the link-summary pattern extended to OCR'd PDFs, voice transcripts, etc.) and continued performance work that exploits the SQLite rewrite.
Wiki.js
6.3COLLAB
Wiki.js 3.0 beta ships an MCP server so AI agents can work against the wiki directly.
◆ Current state
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.
◆ Where it's heading
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.
◆ Prediction
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.
Alternatives to Reflect and Wiki.js
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 Reflect or Wiki.js.
SiYuan
SiYuan 3.8.9 reaches RC, adding AI-agent extraction of images embedded in PDFs.
KACE
KACE extends its PHP2SHELL fix to the SDA deployment appliance, six days after disclosure.
Mattermost
Mattermost v12 puts user-scoped permissions, private models and audit trails on every agent action.
AFFiNE
AFFiNE's canaries stay on upkeep: a Swift Collections bump follows CVE and migration fixes.
Teable
Teable's Structured Query v2 now reports across multi-hop relations, with a strict mode against SQL.
See all Reflect alternatives → · See all Wiki.js alternatives →
Recent activity from Reflect and Wiki.js
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3d agoWiki.jsWiki.js 3.0 beta adds MCP server and page lifecycle rules ⚡
- 9d agoWiki.jsWiki.js 3 beta adds live notes publishable to pages
- 13d agoWiki.jsWiki.js 3 beta adds math, access tokens; requires Postgres 17
- 16d agoWiki.jsWiki.js 3 beta adds draft recovery, slash menu, multi-replica git sync
- 18d agoWiki.js3.0 beta adds OIDC/SAML claim options and hardens v2 import
- 20d agoWiki.jsWiki.js 3.0 beta adds glossary auto-linking and non-Latin paths
- 1y agoReflect🔗 AI link summaries
- 1y agoReflectAdvanced Search on Mobile
- 1y agoReflectCustom prompt editor and more
- 1y agoReflectPerformance boost on iPad
- 1y agoReflectMassive speed bump, Sonnet 3.7, and PDF preview ⚡
- 1y agoReflectIn-line transcriber and Gemini for AI chat
Frequently asked questions
What is the difference between Reflect and Wiki.js?
They serve adjacent needs but don't currently overlap on shipped themes. Wiki.js is currently shipping more aggressively (velocity 6.3 vs 0.0), 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.
Is Reflect better than Wiki.js?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Wiki.js is currently shipping more aggressively (velocity 6.3 vs 0.0), 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.
What are the best alternatives to Reflect?
Top Reflect alternatives in Collab are ranked by recent ship velocity. Browse the "Reflect alternatives" section above for the current picks, or visit /alternatives/reflect for the full list with editorial commentary on each.
What are the best alternatives to Wiki.js?
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.