CodeRabbit vs Pieces vs Fabric

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

Your tool
CodeRabbit
vs
Competitor 1
Pieces
Competitor 2
Fabric
Competitor 3
Suggested competitors for CodeRabbit: Greptile86% Qodo (Formerly Codium)85% Sourcery82% Kilo Code Reviewer78% Devin Review74% TuringMind AI70% DryRun Security65% OpenAI Codex62%
Compare
3 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor Pieces
pieces.app
Your personal AI coding assistant that remembers everything
Make main Remove
Competitor Fabric
fabric.so
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
169.6Kvisits/mo
173.7Kvisits/mo
MoM change
▼ 22.7%
▼ 5.9%
▼ 3.2%
6-month growth
+50.4%
-16.0%
-31.7%
Global rank web
#38,145
#248,413
#212,025
Avg. last 3 months
1.2M
176.5K
183.1K
Bounce rate lower is better
49%
44%
40%
Pages / visit
3.5
2.2
3.3
Visit duration
1m 55s
45s
1m 07s
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 68% · ● Referral 30%
● Direct 87% · ● Referral 10%
CodeRabbitPiecesFabric
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MPieces · 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 · 173.7K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MPieces · 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 · 173.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free Trial
Starting price
$24per month
$18.99per month
$8per month
Free tier
–
–
–
Free trial
API access
–
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Pro $18.99/moEnterprise $22.99/mo
Pro $8/moPlus $18/moPlan 3 $54/moPlan 4 $96/mo+1 more
Capabilities input → output
Input
Code
AudioCodeText
AudioDocumentsTextWeb pages
Output
CodeText
Text
Text
Skill level
Intermediate
Intermediate
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
5
5
Code documentation
–
Code reviews
–
–
Code snippets
–
–
GitHub pull requests
–
–
Code analysis
–
–
Code quality
–
–
Code security analysis
–
–
Code testing
–
–
Coding
–
–
Digital information management
–
–
Files
–
–
Knowledge bases
–
–
Development
–
–
File sharing
–
–
Idea management
–
–
Knowledge exploration
–
–
Note taking
–
–
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
–
–
–

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.