Bear vs Roam Research: what AI actually recommends
The same buying questions, run after run, to ChatGPT, Claude, Gemini, and Perplexity: the record of which of these two they name first. No opinions, no scores we invented: what the models said.
The models are split: Bear and Roam Research each lead in 1 of the 2 categories they share.
That is the latest close, not a verdict for all time. The model-by-model board below shows where they agree, where they split, and how both brands moved.
At the latest close, Bear and Roam Research each lead 1 of the 2 categories they both appear in. The gap is widest in Best Note Taking Apps For Students, where the consensus scores read 14 and 7 on the 0-100 scale, and tightest in Note-Taking Apps, effectively a tie.
Beyond this pairing, Bear is ranked in 2 categories; Roam Research is ranked in 2 categories. The board below is the shared slice, where the four models place these two side by side.
The record, category by category.
Consensus rank · latest close- #7Roam ResearchNew entry at the last closespread 10Claude#8Gemini#4
- #8BearUp 2 from the last closespread 9Claude#10Gemini#8PPLX#7
On consensus rank, Roam Research leads here, #7 to Bear's #8. Every model that separates the two ranks Roam Research ahead. Roam Research is new to the board at this close.
- #8BearNew entry at the last closespread 9Claude#10Gemini#8
- #12Roam ResearchNew entry at the last closespread 10Gemini#9
Bear holds the edge in this category, #8 against Roam Research's #12. 14 to 7 on the 0-100 score. No model ranks Roam Research ahead in this category. Bear is new to the board at this close.
What the models actually said.
The ranking is the answer; these are the words behind it. Every quote is from a recorded model answer — follow the category to read it whole.
Bear
Bear — Best for Mac, iPhone, and iPad users who mainly want a beautiful, fast writing app with powerful nested tags, excellent search, and note links rather than a full workspace.
ChatGPT
Roam Research
Roam Research – Pioneered the networked-thought/bidirectional-linking approach and is still favored by researchers and writers doing deep knowledge synthesis, though it has a steeper learning curve and higher price.
Claude
Bear
Bear – A lightweight, distraction-free writing app favored by Apple-only students who want clean, tag-based notes without the overhead of a bigger platform.
Claude
Roam Research
Roam Research: Excellent for networked thought and massive academic research projects, but ranked lower due to its steep learning curve and premium subscription pricing.
Gemini
Where the models split.
Across the 2 categories Bear and Roam Research both appear in, the models never break ranks: in each one, the same brand leads on ChatGPT, Claude, Gemini, and Perplexity alike.
No model runs against the grain here: each of the four ranks Bear ahead at least as often as not, with Perplexity the most lopsided.
The race is tightest in Note-Taking Apps (1 rank apart) and widest in Best Note Taking Apps For Students, where Bear leads by 4.
- ChatGPTsplit 0-0
- Claudesplit 1-1
- Geminisplit 1-1
- Perplexityfavors Bear 1-0