Liminary vs Qoder vs Windsurf vs Convolut

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

Your tool
Liminary
vs
Competitor 1
Qoder
Competitor 2
Windsurf
Competitor 3
Convolut
Compare
4 tools · best value per row highlighted
Your tool Liminary
liminary.io
Ever open a browser tab to find something you saved three months ago, only to spend ten minutes hunting through bookmarks
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Competitor Qoder
qoder.com
Over a million developers already use Qoder
Make main Remove
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
Competitor Convolut
convolut.app
Convolut functions as a personal AI context bank, solving the problem of repeatedly feeding the same background information to language models
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
23.3Kvisits/mo
3Mvisits/mo
29.6Kvisits/mo
—
MoM change
▼ 18.4%
▼ 6.6%
▲ 7.8%
—
6-month growth
-10.4%
+22.5%
+122.1%
—
Global rank web
#1,028,276
#15,878
#1,172,623
—
Avg. last 3 months
24.3K
3.1M
26.9K
—
Bounce rate lower is better
37%
32%
50%
—
Pages / visit
2.0
5.0
1.3
—
Visit duration
51s
4m 15s
13s
—
Traffic sources
—
● Direct 85% · ● Referral 15%
—
—
LiminaryQoderWindsurfConvolut
0799.8K1.6M2.4M3.2MLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KQoder · 1.1MQoder · 1.3MQoder · 1.4MQoder · 1.2MQoder · 2.4MQoder · 2.2MQoder · 2.7MQoder · 3.1MQoder · 3.2MQoder · 3MWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6K10K100K1M10MLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KQoder · 1.1MQoder · 1.3MQoder · 1.4MQoder · 1.2MQoder · 2.4MQoder · 2.2MQoder · 2.7MQoder · 3.1MQoder · 3.2MQoder · 3MWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$29per month · free tier available
$20per month · free tier available
$20per month · free tier available
$7per month · free tier available
Free tier
Free trial
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–
API access
–
–
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Plans
Explorer FreePro $29/moTeam $50/mo
Free FreePro $20/moPro+ $60/moUltra $200/mo
Free FreePro $20/moMax $200/moTeams $80/mo
Free FreeBasic $7/moPlus $12/mo
Capabilities input → output
Input
DocumentsTextWeb pages
CodeImagesText
CodeText
DocumentsText
Output
Text
Code
Code
Text
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Education & LearningAI Knowledge Management
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
4
8
8
Coding
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Agents
–
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Knowledge bases
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Digital information management
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Note taking
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Agent management
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Bookmarking
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Code autocompletion
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–
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Context banks
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–
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Chrome extensions
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–
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Context engineering
–
–
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Debugging
–
–
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Developer tools
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Info storing
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Prompt management
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APIs
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Code documentation
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Code reviews
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Development
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GitHub pull requests
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Web search summaries
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
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.