Fabric vs Knowledge Plane vs Pieces

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

Your tool
Fabric
vs
Competitor 1
Knowledge Plane
Competitor 2
Pieces
Competitor 3
Suggested competitors for Fabric: remio83% Mem82% Pinster AI81% Stacks79% MyMemo77% Constella77% Liminary76% Cerebro76%
Compare
3 tools · best value per row highlighted
Your tool Fabric
fabric.so
Remove
Competitor Knowledge Plane
knowledgeplane.io
Engineering teams watch their AI tools hallucinate outdated project details
Make main Remove
Competitor Pieces
pieces.app
Your personal AI coding assistant that remembers everything
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
173.7Kvisits/mo
—
169.6Kvisits/mo
MoM change
▼ 3.2%
—
▼ 5.9%
6-month growth
-31.7%
—
-16.0%
Global rank web
#212,025
—
#248,413
Avg. last 3 months
183.1K
—
176.5K
Bounce rate lower is better
40%
0%
44%
Pages / visit
3.3
—
2.2
Visit duration
1m 07s
—
45s
Traffic sources
● Direct 87% · ● Referral 10%
—
● Direct 68% · ● Referral 30%
FabricKnowledge PlanePieces
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 · 169.6K100K1MFabric · 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 · 169.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Starting price
$8per month
$19per month · free tier available
$18.99per month
Free tier
–
–
Free trial
–
API access
–
–
Plans
Pro $8/moPlus $18/moPlan 3 $54/moPlan 4 $96/mo+1 more
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Pro $18.99/moEnterprise $22.99/mo
Capabilities input → output
Input
AudioDocumentsTextWeb pages
CodeDocumentsText
AudioCodeText
Output
Text
Text
Text
Skill level
Intermediate
Intermediate
Intermediate
Categories
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Education & LearningAI Knowledge Management
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
12
5
Knowledge bases
–
Digital information management
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Code documentation
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Code snippets
–
–
Knowledge graphs
–
–
Agent memory
–
–
Coding
–
–
Developer tools
–
–
Files
–
–
Knowledge
–
–
Knowledge maps
–
–
Knowledge sourcing
–
–
Codebase q a
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–
File sharing
–
–
Idea management
–
–
Knowledge exchange
–
–
Knowledge exploration
–
–
Note taking
–
–
Slack
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
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.