Pieces vs Fabric vs CodeRabbit vs Sourcegraph Cody

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
CodeRabbit
Competitor 3
Sourcegraph Cody
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 CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Sourcegraph Cody
sourcegraph.com
AI that knows your codebase
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
169.6Kvisits/mo
173.7Kvisits/mo
1Mvisits/mo
185.6Kvisits/mo
MoM change
▼ 5.9%
▼ 3.2%
▼ 22.7%
▼ 10.6%
6-month growth
-16.0%
-31.7%
+50.4%
-40.6%
Global rank web
#248,413
#212,025
#38,145
#204,583
Avg. last 3 months
176.5K
183.1K
1.2M
209.7K
Bounce rate lower is better
44%
40%
49%
42%
Pages / visit
2.2
3.3
3.5
2.9
Visit duration
45s
1m 07s
1m 55s
1m 39s
Traffic sources
● Direct 68% · ● Referral 30%
● Direct 87% · ● Referral 10%
● Direct 73% · ● Referral 24%
● Direct 91% · ● Referral 7%
PiecesFabricCodeRabbitSourcegraph Cody
0331.5K663K994.5K1.3MPieces · 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 · 173.7KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MSourcegraph 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 · 185.6K100K1M10MPieces · 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 · 173.7KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MSourcegraph 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
Free Trial
Freemium
Freemium
Starting price
$18.99per month
$8per month
$24per month
$16,000per 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
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Enterprise $16,000/yr
Capabilities input → output
Input
AudioCodeText
AudioDocumentsTextWeb pages
Code
CodeText
Output
Text
Text
CodeText
Code
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Development & CodeAI Code Review
Development & CodeAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
5
8
4
Coding
–
–
Code analysis
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–
Code documentation
–
–
Code reviews
–
–
–
Code snippets
–
–
–
GitHub pull requests
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Code testing
–
–
–
Digital information management
–
–
–
Files
–
–
–
Knowledge bases
–
–
–
Debugging
–
–
–
Development
–
–
–
File sharing
–
–
–
Idea management
–
–
–
Knowledge exploration
–
–
–
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
–
–
–
–

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.