Convolut vs Augment Code vs CodeGPT vs Constella

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

Your tool
Convolut
vs
Competitor 1
Augment Code
Competitor 2
CodeGPT
Competitor 3
Constella
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
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Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
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Competitor CodeGPT
codegpt.co
ChatGPT in your code editor
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Competitor Constella
constella.app
Opening Constella drops you into a system that ditches the usual file cabinet metaphor entirely
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
188.3Kvisits/mo
7.4Kvisits/mo
MoM change
—
—
▲ 0.8%
▼ 2.5%
6-month growth
—
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-37.2%
+67.1%
Global rank web
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#251,957
#1,944,958
Avg. last 3 months
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196.6K
9.2K
Bounce rate lower is better
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43%
35%
Pages / visit
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1.9
5.0
Visit duration
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38s
1m 48s
Traffic sources
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● Direct 58% · ● Referral 42%
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ConvolutAugment CodeCodeGPTConstella
074.9K149.9K224.8K299.7KCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4K1K10K100K1MCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$7per month · free tier available
$20per month
$9per month · free tier available
$5.99per month · free tier available
Free tier
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Free trial
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API access
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Plans
Free FreeBasic $7/moPlus $12/mo
Standard $20/moBusiness $100/moEnterprise Custom
Free FreeProfessional $9/moTeams $27/moEnterprise Custom
Free FreeConstella Beta $5.99/yr
Capabilities input → output
Input
DocumentsText
CodeText
CodeText
DocumentsTextWeb pages
Output
Text
Code
Code
Text
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Education & LearningAI Knowledge Management
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeAI Coding Assistant
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
6
3
5
Coding
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Knowledge bases
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Digital information management
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Note taking
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Code reviews
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Context banks
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Agents
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Context engineering
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Debugging
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Info storing
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Knowledge exploration
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Prompt management
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Research
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Testing
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APIs
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Agent creation
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Code testing
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MCP
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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
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.