Pieces vs Fabric vs Learnbase vs Qoder

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
Learnbase
Competitor 3
Qoder
Compare
4 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 Learnbase
learnbase.app
Quick AI responses give you answers
Make main Remove
Competitor Qoder
qoder.com
Over a million developers already use Qoder
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
169.6Kvisits/mo
173.7Kvisits/mo
217visits/mo
3Mvisits/mo
MoM change
▼ 5.9%
▼ 3.2%
▼ 71.0%
▼ 6.6%
6-month growth
-16.0%
-31.7%
—
+22.5%
Global rank web
#248,413
#212,025
—
#15,878
Avg. last 3 months
176.5K
183.1K
597
3.1M
Bounce rate lower is better
44%
40%
40%
32%
Pages / visit
2.2
3.3
1.4
5.0
Visit duration
45s
1m 07s
4s
4m 15s
Traffic sources
● Direct 68% · ● Referral 30%
● Direct 87% · ● Referral 10%
—
● Direct 85% · ● Referral 15%
PiecesFabricLearnbaseQoder
0799.8K1.6M2.4M3.2MPieces · 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 · 173.7KLearnbase · 42Learnbase · 374Learnbase · 827Learnbase · 749Learnbase · 217Qoder · 1.1MQoder · 1.3MQoder · 1.4MQoder · 1.2MQoder · 2.4MQoder · 2.2MQoder · 2.7MQoder · 3.1MQoder · 3.2MQoder · 3M101001K10K100K1M10MPieces · 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 · 173.7KLearnbase · 42Learnbase · 374Learnbase · 827Learnbase · 749Learnbase · 217Qoder · 1.1MQoder · 1.3MQoder · 1.4MQoder · 1.2MQoder · 2.4MQoder · 2.2MQoder · 2.7MQoder · 3.1MQoder · 3.2MQoder · 3MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free Trial
Freemium
Freemium
Starting price
$18.99per month
$8per month
$14.99per month · free tier available
$20per 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
Free FreePro $14.99/moEnterprise $0
Free FreePro $20/moPro+ $60/moUltra $200/mo
Capabilities input → output
Input
AudioCodeText
AudioDocumentsTextWeb pages
Text
CodeImagesText
Output
Text
Text
Text
Code
Skill level
Intermediate
Intermediate
Beginner-friendly
Intermediate
Categories
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Education & LearningAI Knowledge Management
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
5
3
4
Coding
–
–
Knowledge bases
–
–
Code documentation
–
–
Code snippets
–
–
–
Agents
–
–
–
Digital information management
–
–
–
Files
–
–
–
Learning
–
–
–
Development
–
–
–
File sharing
–
–
–
Idea management
–
–
–
Knowledge
–
–
–
Knowledge exploration
–
–
–
Note taking
–
–
–
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.