Pieces vs Fabric vs Mem

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
Mem
Competitor 3
Suggested competitors for Pieces: Cursor87% Tabnine86% Amazon Q Developer86% GitHub Copilot85% Sourcegraph Cody85% Qoder85% OpenAI Codex85% Zed85%
Compare
3 tools · best value per row highlighted
Your tool Pieces
pieces.app
Your personal AI coding assistant that remembers everything
Remove
Competitor Fabric
fabric.so
Make main Remove
Competitor Mem
mem.ai
Notes that organize themselves
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
169.6Kvisits/mo
173.7Kvisits/mo
169.9Kvisits/mo
MoM change
▼ 5.9%
▼ 3.2%
▼ 2.1%
6-month growth
-16.0%
-31.7%
-29.8%
Global rank web
#248,413
#212,025
#226,410
Avg. last 3 months
176.5K
183.1K
187.7K
Bounce rate lower is better
44%
40%
36%
Pages / visit
2.2
3.3
3.0
Visit duration
45s
1m 07s
46s
Traffic sources
● Direct 68% · ● Referral 30%
● Direct 87% · ● Referral 10%
● Direct 74% · ● Referral 25%
PiecesFabricMem
090.6K181.2K271.8K362.4KPieces · 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 · 173.7KMem · 209.8KMem · 206KMem · 241.8KMem · 236.7KMem · 241.8KMem · 236KMem · 362.4KMem · 219.8KMem · 173.5KMem · 169.9K100K1MPieces · 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 · 173.7KMem · 209.8KMem · 206KMem · 241.8KMem · 236.7KMem · 241.8KMem · 236KMem · 362.4KMem · 219.8KMem · 173.5KMem · 169.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free Trial
Freemium
Starting price
$18.99per month
$8per month
$15per month · free tier available
Free tier
–
–
Free trial
API access
–
–
–
Plans
Pro $18.99/moEnterprise $22.99/mo
Pro $8/moPlus $18/moPlan 3 $54/moPlan 4 $96/mo+1 more
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Capabilities input → output
Input
AudioCodeText
AudioDocumentsTextWeb pages
AudioTextWeb pages
Output
Text
Text
Text
Skill level
Intermediate
Intermediate
Beginner-friendly
Categories
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Education & LearningProductivity & OfficeAI AssistantAI Knowledge Management+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
1
0
1
Note taking
–
–
Coding
–
–
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
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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.