Constella vs Windsurf

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

Your tool
Constella
vs
Competitor 1
Windsurf
Competitor 2
Competitor 3
Suggested competitors for Constella: Stacks86% Liminary85% Fabric83% MyMemo82% Convolut82% Pieces79% Knowledge Plane79% Pinster AI79%
Compare
2 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
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Competitor Windsurf
windsurf.com
Windsurf, which now appears on the web as Devin Desktop, is a desktop code editor that doubles as a control room for coding agents.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.4Kvisits/mo
29.6Kvisits/mo
MoM change
▼ 2.5%
▲ 7.8%
6-month growth
+67.1%
+122.1%
Global rank web
#1,944,958
#1,172,623
Avg. last 3 months
9.2K
26.9K
Bounce rate lower is better
35%
50%
Pages / visit
5.0
1.3
Visit duration
1m 48s
13s
Traffic sources
—
—
ConstellaWindsurf
07.4K14.8K22.2K29.6KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6K1K10K100KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Starting price
$5.99per month · free tier available
$20per month · free tier available
Free tier
Free trial
–
–
API access
–
–
Plans
Free FreeConstella Beta $5.99/yr
Free FreePro $20/moMax $200/moTeams $80/mo
Capabilities input → output
Input
DocumentsTextWeb pages
CodeText
Output
Text
Code
Skill level
Intermediate
Advanced
Categories
Education & LearningAI Knowledge Management
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
6
Agent management
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Agents
–
Coding
–
Debugging
–
Knowledge bases
–
Knowledge exploration
–
Research
–
Code reviews
–
Digital information management
–
GitHub pull requests
–
Note taking
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
Saves
0
0
Reviews
0
0
Prompts
0
0
Verified listing
–
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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.