Liminary vs Knowledge Plane vs Continue vs Constella

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

Your tool
Liminary
vs
Competitor 1
Knowledge Plane
Competitor 2
Continue
Competitor 3
Constella
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
Remove
Competitor Knowledge Plane
knowledgeplane.io
Engineering teams watch their AI tools hallucinate outdated project details
Make main Remove
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.
Make main Remove
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
23.3Kvisits/mo
—
410.4Kvisits/mo
7.4Kvisits/mo
MoM change
▼ 18.4%
—
▼ 16.6%
▼ 2.5%
6-month growth
-10.4%
—
-24.4%
+67.1%
Global rank web
#1,028,276
—
#106,338
#1,944,958
Avg. last 3 months
24.3K
—
539.2K
9.2K
Bounce rate lower is better
37%
0%
48%
35%
Pages / visit
2.0
—
2.4
5.0
Visit duration
51s
—
1m 44s
1m 48s
Traffic sources
—
—
● Direct 93% · ● Referral 6%
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LiminaryKnowledge PlaneContinueConstella
0193.8K387.7K581.5K775.3KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4K1K10K100K1MLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free
Freemium
Starting price
$29per month · free tier available
$19per month · free tier available
Free
$5.99per 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
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Free FreeConstella Beta $5.99/yr
Capabilities input → output
Input
DocumentsTextWeb pages
CodeDocumentsText
CodeText
DocumentsTextWeb pages
Output
Text
Text
Code
Text
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Education & LearningAI Knowledge Management
Education & LearningAI Knowledge Management
Development & CodeAI Code ReviewAI Coding Assistant
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
12
3
5
Knowledge bases
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Digital information management
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Note taking
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Bookmarking
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Coding
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Knowledge graphs
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Agent memory
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Chrome extensions
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Code reviews
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Developer tools
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Knowledge
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Knowledge exploration
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Knowledge maps
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Knowledge sourcing
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Research
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Code documentation
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Codebase q a
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Development
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Knowledge exchange
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Slack
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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.