Flowing vs Litmaps
Source-grounded drafting vs literature mapping.
Litmaps helps you discover and visualize how papers connect. Flowing helps you turn those connections into prose—with every AI suggestion tied to passages from PDFs you have imported.
| Aspect | Flowing | Litmaps |
|---|---|---|
| Core strength | Write, recall, and revise with library-grounded AI | Map citation networks and discover related papers |
| Output | Manuscript paragraphs with evidence cards | Graphs, timelines, and reading lists for exploration |
| Library model | Local PDF import optimized for search and AI attachment | Connected papers via databases and citation links |
| AI role | Ask with context, polish, and continue writing on your draft | Discovery and visualization; not a full writing environment |
| Verification | Open the cited passage on the evidence card | Trace relationships between papers; verify claims in your draft separately |
| Typical workflow | Prepare library → write section → recall → synthesize → polish | Seed paper → expand map → prioritize reading → export reading list |
Discovery vs drafting
Litmaps shines when you need to see the landscape—what cites what, what you might have missed. Flowing shines when you are ready to write and need every sentence to stay accountable to sources you have actually imported.
From map to manuscript
A practical split: use Litmaps (or similar tools) to decide what to read next; import the PDFs you need into Flowing and draft the literature review with keyword recall and Ask with context.
When Litmaps is the better fit
Early-stage scoping, systematic mapping, and visual exploration of a field. Choose Flowing when the bottleneck is writing coherent, cited prose—not finding the next paper to open.