Liminary vs Pieces vs Codespell vs Fabric

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

Your tool
Liminary
vs
Competitor 1
Pieces
Competitor 2
Codespell
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 Pieces
pieces.app
Your personal AI coding assistant that remembers everything
Make main Remove
Competitor Codespell
codespell.ai
CodeSpell, recently rebranded as SoftSpell, operates as an IDE-integrated coding assistant that generates code and documentation through a combination of inline suggestions and chat-based interactions
Make main Remove
Competitor Fabric
fabric.so
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
23.3Kvisits/mo
169.6Kvisits/mo
—
173.7Kvisits/mo
MoM change
▼ 18.4%
▼ 5.9%
▼ 53.3%
▼ 3.2%
6-month growth
-10.4%
-16.0%
—
-31.7%
Global rank web
#1,028,276
#248,413
#9,819,950
#212,025
Avg. last 3 months
24.3K
176.5K
1.6K
183.1K
Bounce rate lower is better
37%
44%
0%
40%
Pages / visit
2.0
2.2
—
3.3
Visit duration
51s
45s
—
1m 07s
Traffic sources
—
● Direct 68% · ● Referral 30%
—
● Direct 87% · ● Referral 10%
LiminaryPiecesCodespellFabric
077.6K155.2K232.7K310.3KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KCodespell · 4.6KCodespell · 3.9KCodespell · 3.2KCodespell · 1.5KFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7K1K10K100K1MLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KCodespell · 4.6KCodespell · 3.9KCodespell · 3.2KCodespell · 1.5KFabric · 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
Free Trial
Free Trial
Starting price
$29per month · free tier available
$18.99per month
$12per month
$8per month
Free tier
–
–
–
Free trial
API access
–
–
–
Plans
Explorer FreePro $29/moTeam $50/mo
Pro $18.99/moEnterprise $22.99/mo
Starter $12/moGrowth $20/moEnterprise Custom
Pro $8/moPlus $18/moPlan 3 $54/moPlan 4 $96/mo+1 more
Capabilities input → output
Input
Web pagesTextDocuments
AudioTextCode
TextCode
Web pagesTextDocumentsAudio
Output
Text
Text
DocumentsCode
Text
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Education & LearningAI Knowledge Management
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Development & CodeAI Coding AssistantAI Testing
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
5
9
5
Coding
–
–
Knowledge bases
–
–
Digital information management
–
–
Code documentation
–
–
Note taking
–
–
Bookmarking
–
–
–
Code snippets
–
–
–
Chrome extensions
–
–
–
Files
–
–
–
Modernization
–
–
–
Code autocompletion
–
–
–
Development
–
–
–
File sharing
–
–
–
Idea management
–
–
–
Knowledge exploration
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–
–
Test automation
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–
–
Test cases
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–
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Test creation
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–
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Testing
–
–
–
Web search summaries
–
–
–
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
–
–
–
–

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.