AFFiNE vs Lattuce — doc-canvas fusion vs academic research layer
AFFiNE blends docs and edgeless boards. Lattuce stays research-first: PDF grounding, missions, translation, and household accounts on lattuce.app.
AFFiNE blends documents and infinite canvases in one app — edgeless boards, blocks, and realtime collaboration on a polished SaaS. Lattuce keeps notes and whiteboards separate from a research pipeline — PDF library, cited writing, and Word export at lattuce.app.
In short: use AFFiNE for doc ↔ canvas fusion and team blocks; use Lattuce when boards and notes feed papers with references.

Quick comparison
| AFFiNE | Lattuce | |
|---|---|---|
| Core job | Docs + canvas fusion | Research + writing at lattuce.app |
| Whiteboards | Edgeless canvas native | Note whiteboards + query-driven boards |
| Documents | Block editor | Writer sections with citation checks |
| Realtime co-edit | Strong CRDT blocks | Household sharing; section approval |
| PDF sources | Attachments | Library, reader, missions |
| Word export | Export options vary | Section approval → Word with references |
| Translation | — | Collaborative translation for papers |
| Where it runs | AFFiNE cloud / local options | lattuce.app |
What AFFiNE wins
- Seamless page ↔ edgeless switching in one surface
- Polished block editor and realtime collaboration
- General-purpose workspace — not locked to academia
- Growing template and plugin ecosystem
What Lattuce defends
- Writing tied to PDF sources — not free-form docs
- Citation verification before export
- Research missions with reviewable evidence
- Study digests over your reading collections
- Collaborative translation linked to Writer
- Household account for sensitive research data
Query canvas in Lattuce
Lattuce whiteboards are query-driven — live boards from your note vault, not a full infinite canvas product. They fit synthesis that becomes paper sections, not workshop facilitation at AFFiNE scale.
Bottom line
Choose AFFiNE for fused docs and canvases with team co-edit. Choose Lattuce when whiteboards and notes are steps toward cited manuscripts at lattuce.app.
See also: Heptabase vs Lattuce · Query canvas in Lattuce