Knowledge Plane vs Pieces vs Amazon Q Developer vs Fabric

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

Your tool
Knowledge Plane
vs
Competitor 1
Pieces
Competitor 2
Amazon Q Developer
Competitor 3
Fabric
Compare
4 tools · best value per row highlighted
Your tool Knowledge Plane
knowledgeplane.io
Engineering teams watch their AI tools hallucinate outdated project details
Remove
Competitor Pieces
pieces.app
Your personal AI coding assistant that remembers everything
Make main Remove
Competitor Amazon Q Developer
aws.amazon.com
AWS coding assistant formerly known as CodeWhisperer
Make main Remove
Competitor Fabric
fabric.so
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
169.6Kvisits/mo
62.6Mvisits/mo
173.7Kvisits/mo
MoM change
—
▼ 5.9%
▲ 3.5%
▼ 3.2%
6-month growth
—
-16.0%
+13.3%
-31.7%
Global rank web
—
#248,413
#383
#212,025
Avg. last 3 months
—
176.5K
60.7M
183.1K
Bounce rate lower is better
0%
44%
25%
40%
Pages / visit
—
2.2
13.9
3.3
Visit duration
—
45s
10m 30s
1m 07s
Traffic sources
—
● Direct 68% · ● Referral 30%
● Direct 66% · ● Referral 30%
● Direct 87% · ● Referral 10%
Knowledge PlanePiecesAmazon Q DeveloperFabric
015.6M31.3M46.9M62.6MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KAmazon Q Developer · 58.7MAmazon Q Developer · 56.5MAmazon Q Developer · 56.6MAmazon Q Developer · 55.3MAmazon Q Developer · 61.1MAmazon Q Developer · 62.3MAmazon Q Developer · 59.1MAmazon Q Developer · 60.5MAmazon Q Developer · 62.6MFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7K100K1M10M100MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KAmazon Q Developer · 58.7MAmazon Q Developer · 56.5MAmazon Q Developer · 56.6MAmazon Q Developer · 55.3MAmazon Q Developer · 61.1MAmazon Q Developer · 62.3MAmazon Q Developer · 59.1MAmazon Q Developer · 60.5MAmazon Q Developer · 62.6MFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free Trial
Starting price
$19per month · free tier available
$18.99per month
$19per month · free tier available
$8per month
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
Capabilities input → output
Input
CodeDocumentsText
AudioCodeText
CodeText
AudioDocumentsTextWeb pages
Output
Text
Text
Code
Text
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Education & LearningAI Knowledge Management
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Development & CodeAI Code ReviewAI Coding Assistant
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
12
5
9
5
Code documentation
–
Coding
–
–
Knowledge bases
–
–
Digital information management
–
–
AWS
–
–
–
Code refactoring
–
–
–
Code snippets
–
–
–
Debugging
–
–
–
Knowledge graphs
–
–
–
AWS guidance
–
–
–
Agent memory
–
–
–
Code reviews
–
–
–
Developer tools
–
–
–
Files
–
–
–
Knowledge
–
–
–
Knowledge maps
–
–
–
Knowledge sourcing
–
–
–
AWS management
–
–
–
Code testing
–
–
–
Codebase q a
–
–
–
File sharing
–
–
–
Idea management
–
–
–
Knowledge exchange
–
–
–
Knowledge exploration
–
–
–
Note taking
–
–
–
Slack
–
–
–
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
–
–
–
–

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.