Pieces vs Fabric vs Convolut vs Tabnine

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

Your tool
Pieces
vs
Competitor 1
Fabric
Competitor 2
Convolut
Competitor 3
Tabnine
Compare
4 tools · best value per row highlighted
Your tool Pieces
pieces.app
Your personal AI coding assistant that remembers everything
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Competitor Fabric
fabric.so
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
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Competitor Tabnine
tabnine.com
AI coding with privacy built in
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Traffic estimated monthly website traffic
Monthly visits
169.6Kvisits/mo
173.7Kvisits/mo
—
131.2Kvisits/mo
MoM change
▼ 5.9%
▼ 3.2%
—
▼ 22.7%
6-month growth
-16.0%
-31.7%
—
-53.5%
Global rank web
#248,413
#212,025
—
#283,229
Avg. last 3 months
176.5K
183.1K
—
164.1K
Bounce rate lower is better
44%
40%
—
46%
Pages / visit
2.2
3.3
—
1.7
Visit duration
45s
1m 07s
—
28s
Traffic sources
● Direct 68% · ● Referral 30%
● Direct 87% · ● Referral 10%
—
● Direct 82% · ● Referral 17%
PiecesFabricConvolutTabnine
089.8K179.5K269.3K359.1KPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7KTabnine · 359.1KTabnine · 311.6KTabnine · 301.4KTabnine · 275.9KTabnine · 281.9KTabnine · 248KTabnine · 241.5KTabnine · 191.4KTabnine · 169.7KTabnine · 131.2K100K1MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7KTabnine · 359.1KTabnine · 311.6KTabnine · 301.4KTabnine · 275.9KTabnine · 281.9KTabnine · 248KTabnine · 241.5KTabnine · 191.4KTabnine · 169.7KTabnine · 131.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free Trial
Freemium
Freemium
Starting price
$18.99per month
$8per month
$7per month · free tier available
$39per month
Free tier
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Free trial
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API access
–
–
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Plans
Pro $18.99/moEnterprise $22.99/mo
Pro $8/moPlus $18/moPlan 3 $54/moPlan 4 $96/mo+1 more
Free FreeBasic $7/moPlus $12/mo
Code Assistant $39/moAgentic Platform $59/mo
Capabilities input → output
Input
AudioCodeText
AudioDocumentsTextWeb pages
DocumentsText
CodeText
Output
Text
Text
Text
Code
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Education & LearningAI Knowledge Management
Development & CodeAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
5
8
2
Coding
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Digital information management
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Knowledge bases
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Note taking
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Code autocompletion
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Code snippets
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Context banks
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Context engineering
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Files
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Info storing
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Prompt management
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APIs
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Code documentation
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File sharing
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Idea management
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Knowledge exploration
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 2
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.