Learnbase vs Pieces vs Fabric vs Sourcegraph Cody

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

Your tool
Learnbase
vs
Competitor 1
Pieces
Competitor 2
Fabric
Competitor 3
Sourcegraph Cody
Compare
4 tools · best value per row highlighted
Your tool Learnbase
learnbase.app
Quick AI responses give you answers
Remove
Competitor Pieces
pieces.app
Your personal AI coding assistant that remembers everything
Make main Remove
Competitor Fabric
fabric.so
Make main Remove
Competitor Sourcegraph Cody
sourcegraph.com
AI that knows your codebase
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
217visits/mo
169.6Kvisits/mo
173.7Kvisits/mo
185.6Kvisits/mo
MoM change
▼ 71.0%
▼ 5.9%
▼ 3.2%
▼ 10.6%
6-month growth
—
-16.0%
-31.7%
-40.6%
Global rank web
—
#248,413
#212,025
#204,583
Avg. last 3 months
597
176.5K
183.1K
209.7K
Bounce rate lower is better
40%
44%
40%
42%
Pages / visit
1.4
2.2
3.3
2.9
Visit duration
4s
45s
1m 07s
1m 39s
Traffic sources
—
● Direct 68% · ● Referral 30%
● Direct 87% · ● Referral 10%
● Direct 91% · ● Referral 7%
LearnbasePiecesFabricSourcegraph Cody
099.2K198.5K297.7K396.9KLearnbase · 42Learnbase · 374Learnbase · 827Learnbase · 749Learnbase · 217Pieces · 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 · 173.7KSourcegraph Cody · 396.9KSourcegraph Cody · 383.2KSourcegraph Cody · 377.2KSourcegraph Cody · 305.8KSourcegraph Cody · 312.4KSourcegraph Cody · 254.6KSourcegraph Cody · 244.5KSourcegraph Cody · 235.9KSourcegraph Cody · 207.6KSourcegraph Cody · 185.6K101001K10K100K1MLearnbase · 42Learnbase · 374Learnbase · 827Learnbase · 749Learnbase · 217Pieces · 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 · 173.7KSourcegraph Cody · 396.9KSourcegraph Cody · 383.2KSourcegraph Cody · 377.2KSourcegraph Cody · 305.8KSourcegraph Cody · 312.4KSourcegraph Cody · 254.6KSourcegraph Cody · 244.5KSourcegraph Cody · 235.9KSourcegraph Cody · 207.6KSourcegraph Cody · 185.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free Trial
Freemium
Starting price
$14.99per month · free tier available
$18.99per month
$8per month
$16,000per month
Free tier
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–
–
Free trial
–
API access
–
–
–
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Plans
Free FreePro $14.99/moEnterprise $0
Pro $18.99/moEnterprise $22.99/mo
Pro $8/moPlus $18/moPlan 3 $54/moPlan 4 $96/mo+1 more
Enterprise $16,000/yr
Capabilities input → output
Input
Text
AudioCodeText
AudioDocumentsTextWeb pages
CodeText
Output
Text
Text
Text
Code
Skill level
Beginner-friendly
Intermediate
Intermediate
Advanced
Categories
Education & LearningAI Knowledge Management
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Development & CodeAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
5
5
4
Coding
–
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Knowledge bases
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Code snippets
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–
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Learning paths
–
–
–
Digital information management
–
–
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Files
–
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Learning
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Study plans
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Code analysis
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–
Code documentation
–
–
–
Debugging
–
–
–
Education
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File sharing
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Idea management
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Knowledge
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Knowledge exploration
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–
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Note taking
–
–
–
Prompt management
–
–
–
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
–
–
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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.