Constella vs Augment Code vs Continue vs Liminary

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

Your tool
Constella
vs
Competitor 1
Augment Code
Competitor 2
Continue
Competitor 3
Liminary
Compare
4 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 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 Continue
continue.dev
Continue is an open-source AI coding agent that was built by a community of developers and has since been acquired by Cursor.
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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
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Traffic estimated monthly website traffic
Monthly visits
7.4Kvisits/mo
—
410.4Kvisits/mo
23.3Kvisits/mo
MoM change
▼ 2.5%
—
▼ 16.6%
▼ 18.4%
6-month growth
+67.1%
—
-24.4%
-10.4%
Global rank web
#1,944,958
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#106,338
#1,028,276
Avg. last 3 months
9.2K
—
539.2K
24.3K
Bounce rate lower is better
35%
—
48%
37%
Pages / visit
5.0
—
2.4
2.0
Visit duration
1m 48s
—
1m 44s
51s
Traffic sources
—
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● Direct 93% · ● Referral 6%
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ConstellaAugment CodeContinueLiminary
0193.8K387.7K581.5K775.3KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4KContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3K1K10K100K1MConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4KContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Free
Freemium
Starting price
$5.99per month · free tier available
$20per month
Free
$29per month · free tier available
Free tier
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Free trial
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API access
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Plans
Free FreeConstella Beta $5.99/yr
Standard $20/moBusiness $100/moEnterprise Custom
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Explorer FreePro $29/moTeam $50/mo
Capabilities input → output
Input
DocumentsTextWeb pages
CodeText
CodeText
DocumentsTextWeb pages
Output
Text
Code
Code
Text
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Education & LearningAI Knowledge Management
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeAI Code ReviewAI Coding Assistant
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
6
3
6
Coding
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Code reviews
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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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Agents
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Chrome extensions
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Knowledge exploration
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Research
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Testing
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Agent creation
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Code testing
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Development
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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
▲ 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.