Convolut vs GitHub Copilot vs CodeGPT vs Liminary

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

Your tool
Convolut
vs
Competitor 1
GitHub Copilot
Competitor 2
CodeGPT
Competitor 3
Liminary
Compare
4 tools · best value per row highlighted
Your tool Convolut
convolut.app
Convolut functions as a personal AI context bank, solving the problem of repeatedly feeding the same background information to language models
Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor CodeGPT
codegpt.co
ChatGPT in your code editor
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
—
637.9Mvisits/mo
188.3Kvisits/mo
23.3Kvisits/mo
MoM change
—
▲ 3.7%
▲ 0.8%
▼ 18.4%
6-month growth
—
+19.3%
-37.2%
-10.4%
Global rank web
—
#49
#251,957
#1,028,276
Avg. last 3 months
—
629.7M
196.6K
24.3K
Bounce rate lower is better
—
36%
43%
37%
Pages / visit
—
5.9
1.9
2.0
Visit duration
—
6m 26s
38s
51s
Traffic sources
—
● Direct 83% · ● Referral 15%
● Direct 58% · ● Referral 42%
—
ConvolutGitHub CopilotCodeGPTLiminary
0159.5M318.9M478.4M637.9MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3K10K100K1M10M100M1BGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$7per month · free tier available
$4per month · free tier available
$9per month · free tier available
$29per month · free tier available
Free tier
Free trial
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–
API access
–
–
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Plans
Free FreeBasic $7/moPlus $12/mo
Free FreeTeam $4/moEnterprise $21/mo
Free FreeProfessional $9/moTeams $27/moEnterprise Custom
Explorer FreePro $29/moTeam $50/mo
Capabilities input → output
Input
DocumentsText
CodeText
CodeText
DocumentsTextWeb pages
Output
Text
Code
Code
Text
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Education & LearningAI Knowledge Management
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Coding Assistant
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
9
3
6
Coding
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–
Debugging
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–
Knowledge bases
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–
Digital information management
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Note taking
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Bookmarking
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–
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Code autocompletion
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Context banks
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–
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Agents
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–
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Chrome extensions
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–
–
Code reviews
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–
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Coding in VS Code
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–
–
Context engineering
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–
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Info storing
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–
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Prompt management
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Vs code
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APIs
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Agent management
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–
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MCP
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–
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Terminal
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–
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Web search summaries
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–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
2
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.