Fabric vs Pieces vs Mem

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
Mem
Competitor 3
Suggested competitors for Fabric: remio83% Pinster AI81% Stacks79% MyMemo77% Constella77% Cerebro76% Liminary76% The Drive AI75%
Compare
3 tools · best value per row highlighted
Your tool Fabric
fabric.so
Remove
Competitor Pieces
pieces.app
Your personal AI coding assistant that remembers everything
Make main Remove
Competitor Mem
mem.ai
Notes that organize themselves
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
173.7Kvisits/mo
169.6Kvisits/mo
169.9Kvisits/mo
MoM change
▼ 3.2%
▼ 5.9%
▼ 2.1%
6-month growth
-31.7%
-16.0%
-29.8%
Global rank web
#212,025
#248,413
#226,410
Avg. last 3 months
183.1K
176.5K
187.7K
Bounce rate lower is better
40%
44%
36%
Pages / visit
3.3
2.2
3.0
Visit duration
1m 07s
45s
46s
Traffic sources
● Direct 87% · ● Referral 10%
● Direct 68% · ● Referral 30%
● Direct 74% · ● Referral 25%
FabricPiecesMem
090.6K181.2K271.8K362.4KFabric · 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 · 169.6KMem · 209.8KMem · 206KMem · 241.8KMem · 236.7KMem · 241.8KMem · 236KMem · 362.4KMem · 219.8KMem · 173.5KMem · 169.9K100K1MFabric · 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 · 169.6KMem · 209.8KMem · 206KMem · 241.8KMem · 236.7KMem · 241.8KMem · 236KMem · 362.4KMem · 219.8KMem · 173.5KMem · 169.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Starting price
$8per month
$18.99per month
$15per month · free tier available
Free tier
–
–
Free trial
API access
–
–
–
Plans
Pro $8/moPlus $18/moPlan 3 $54/moPlan 4 $96/mo+1 more
Pro $18.99/moEnterprise $22.99/mo
—
Capabilities input → output
Input
AudioDocumentsTextWeb pages
AudioCodeText
AudioTextWeb pages
Output
Text
Text
Text
Skill level
Intermediate
Intermediate
Beginner-friendly
Categories
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Education & LearningProductivity & OfficeAI AssistantAI Knowledge Management+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
5
5
Knowledge bases
–
Note taking
–
Idea management
–
Code snippets
–
–
Coding
–
–
Digital information management
–
–
Files
–
–
Chrome extensions
–
–
Code documentation
–
–
File sharing
–
–
Knowledge exploration
–
–
Transcription
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
Saves
0
0
0
Reviews
0
0
0
Prompts
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.