Constella vs Withpoly vs Liminary

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Constella
vs
Competitor 1
Withpoly
Competitor 2
Liminary
Competitor 3
Suggested competitors for Constella: Stacks86% Fabric83% MyMemo82% Convolut82% Pieces79% Knowledge Plane79% Glean79% Pinster AI79%
Compare
3 tools · best value per row highlighted
Your tool Constella
constella.app
Opening Constella drops you into a system that ditches the usual file cabinet metaphor entirely
Remove
Competitor Withpoly
withpoly.com
Poly, offered by Withpoly, is an AI-powered cloud file browser, available on the web and as a desktop app, that understands the content of your files.
Make main Remove
Competitor Liminary
liminary.io
Ever open a browser tab to find something you saved three months ago, only to spend ten minutes hunting through bookmarks
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.4Kvisits/mo
—
23.3Kvisits/mo
MoM change
▼ 2.5%
—
▼ 18.4%
6-month growth
+67.1%
—
-10.4%
Global rank web
#1,944,958
—
#1,028,276
Avg. last 3 months
9.2K
—
24.3K
Bounce rate lower is better
35%
—
37%
Pages / visit
5.0
—
2.0
Visit duration
1m 48s
—
51s
Traffic sources
—
—
—
ConstellaWithpolyLiminary
09.3K18.6K27.9K37.2KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3K1K10K100KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KDec '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
—
Freemium
Starting price
$5.99per month · free tier available
—
$29per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
–
Plans
Free FreeConstella Beta $5.99/yr
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Explorer FreePro $29/moTeam $50/mo
Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsImagesTextVideo
DocumentsTextWeb pages
Output
Text
ImagesText
Text
Skill level
Intermediate
Beginner-friendly
Intermediate
Categories
Education & LearningAI Knowledge Management
Education & LearningProductivity & OfficeAI FilesAI Knowledge Management
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
3
5
Knowledge bases
–
Digital information management
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Note taking
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Bookmarking
–
–
Files
–
–
File organization
–
–
Image search
–
–
Knowledge exploration
–
–
Research
–
–
Web search summaries
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
Verified listing
–
–
–

Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.