Liminary vs Tabnine vs Convolut vs Fabric

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

Your tool
Liminary
vs
Competitor 1
Tabnine
Competitor 2
Convolut
Competitor 3
Fabric
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 Tabnine
tabnine.com
AI coding with privacy built in
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
Competitor Fabric
fabric.so
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
23.3Kvisits/mo
131.2Kvisits/mo
—
173.7Kvisits/mo
MoM change
▼ 18.4%
▼ 22.7%
—
▼ 3.2%
6-month growth
-10.4%
-53.5%
—
-31.7%
Global rank web
#1,028,276
#283,229
—
#212,025
Avg. last 3 months
24.3K
164.1K
—
183.1K
Bounce rate lower is better
37%
46%
—
40%
Pages / visit
2.0
1.7
—
3.3
Visit duration
51s
28s
—
1m 07s
Traffic sources
—
● Direct 82% · ● Referral 17%
—
● Direct 87% · ● Referral 10%
LiminaryTabnineConvolutFabric
089.8K179.5K269.3K359.1KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KTabnine · 359.1KTabnine · 311.6KTabnine · 301.4KTabnine · 275.9KTabnine · 281.9KTabnine · 248KTabnine · 241.5KTabnine · 191.4KTabnine · 169.7KTabnine · 131.2KFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7K10K100K1MLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KTabnine · 359.1KTabnine · 311.6KTabnine · 301.4KTabnine · 275.9KTabnine · 281.9KTabnine · 248KTabnine · 241.5KTabnine · 191.4KTabnine · 169.7KTabnine · 131.2KFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free Trial
Starting price
$29per month · free tier available
$39per month
$7per month · free tier available
$8per month
Free tier
–
–
Free trial
–
–
API access
–
–
–
Plans
Explorer FreePro $29/moTeam $50/mo
Code Assistant $39/moAgentic Platform $59/mo
Free FreeBasic $7/moPlus $12/mo
Pro $8/moPlus $18/moPlan 3 $54/moPlan 4 $96/mo+1 more
Capabilities input → output
Input
DocumentsTextWeb pages
CodeText
DocumentsText
AudioDocumentsTextWeb pages
Output
Text
Code
Text
Text
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Education & LearningAI Knowledge Management
Development & CodeAI Coding Assistant
Education & LearningAI Knowledge Management
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
2
8
5
Knowledge bases
–
Note taking
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Digital information management
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–
Bookmarking
–
–
–
Code autocompletion
–
–
–
Coding
–
–
–
Context banks
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–
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Chrome extensions
–
–
–
Context engineering
–
–
–
Files
–
–
–
Info storing
–
–
–
Prompt management
–
–
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APIs
–
–
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File sharing
–
–
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Idea management
–
–
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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
▲ 2
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
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.