Fabric vs Pieces vs Learnbase vs Withpoly

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

Your tool
Fabric
vs
Competitor 1
Pieces
Competitor 2
Learnbase
Competitor 3
Withpoly
Compare
4 tools · best value per row highlighted
Your tool Fabric
fabric.so
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Competitor Pieces
pieces.app
Your personal AI coding assistant that remembers everything
Make main Remove
Competitor Learnbase
learnbase.app
Quick AI responses give you answers
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Competitor Withpoly
withpoly.com
Poly, offered by Withpoly, is an AI-powered cloud file browser, available on the web and as a desktop app, that understands the content of your files.
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Traffic estimated monthly website traffic
Monthly visits
173.7Kvisits/mo
169.6Kvisits/mo
217visits/mo
—
MoM change
▼ 3.2%
▼ 5.9%
▼ 71.0%
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6-month growth
-31.7%
-16.0%
—
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Global rank web
#212,025
#248,413
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Avg. last 3 months
183.1K
176.5K
597
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Bounce rate lower is better
40%
44%
40%
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Pages / visit
3.3
2.2
1.4
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Visit duration
1m 07s
45s
4s
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Traffic sources
● Direct 87% · ● Referral 10%
● Direct 68% · ● Referral 30%
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FabricPiecesLearnbaseWithpoly
077.6K155.2K232.7K310.3KFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7KPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KLearnbase · 42Learnbase · 374Learnbase · 827Learnbase · 749Learnbase · 217101001K10K100K1MFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7KPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KLearnbase · 42Learnbase · 374Learnbase · 827Learnbase · 749Learnbase · 217Nov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
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Starting price
$8per month
$18.99per month
$14.99per month · free tier available
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Free tier
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Free trial
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API access
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Plans
Pro $8/moPlus $18/moPlan 3 $54/moPlan 4 $96/mo+1 more
Pro $18.99/moEnterprise $22.99/mo
Free FreePro $14.99/moEnterprise $0
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Capabilities input → output
Input
Web pagesTextDocumentsAudio
AudioTextCode
Text
VideoTextImagesDocuments
Output
Text
Text
Text
TextImages
Skill level
Intermediate
Intermediate
Beginner-friendly
Beginner-friendly
Categories
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Education & LearningAI Knowledge Management
Education & LearningProductivity & OfficeAI FilesAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
0
1
1
1
Files
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Coding
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–
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Education
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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.