CodeRabbit vs Layercode vs Shortwave vs Kilo Code Reviewer

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

Your tool
CodeRabbit
vs
Competitor 1
LLayercode
Competitor 2
Shortwave
Competitor 3
Kilo Code Reviewer
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Competitor LLayercode
layercode.com
A developer building a telehealth app needs voice agents that respond instantly during patient consultations
Competitor Shortwave
shortwave.com
Shortwave is an AI email client that puts an assistant inside the inbox.
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
548visits/mo
—
1Mvisits/mo
MoM change
▼ 22.7%
▼ 75.1%
—
▼ 17.7%
6-month growth
+50.4%
-96.0%
—
-45.8%
Global rank web
#38,145
#6,604,519
—
#41,702
Avg. last 3 months
1.2M
1.6K
—
1.3M
Bounce rate lower is better
49%
36%
—
41%
Pages / visit
3.5
1.0
—
3.3
Visit duration
1m 55s
—
—
2m 00s
Traffic sources
● Direct 73% · ● Referral 24%
—
—
● Direct 85% · ● Referral 13%
CodeRabbitLayercodeShortwaveKilo Code Reviewer
0478.7K957.5K1.4M1.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548Kilo Code Reviewer · 144.8KKilo Code Reviewer · 830KKilo Code Reviewer · 1.1MKilo Code Reviewer · 1.9MKilo Code Reviewer · 1.9MKilo Code Reviewer · 1.7MKilo Code Reviewer · 1.4MKilo Code Reviewer · 1.7MKilo Code Reviewer · 1.3MKilo Code Reviewer · 1M1001K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548Kilo Code Reviewer · 144.8KKilo Code Reviewer · 830KKilo Code Reviewer · 1.1MKilo Code Reviewer · 1.9MKilo Code Reviewer · 1.9MKilo Code Reviewer · 1.7MKilo Code Reviewer · 1.4MKilo Code Reviewer · 1.7MKilo Code Reviewer · 1.3MKilo Code Reviewer · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free Trial
Freemium
Starting price
$24per month
$250per month · free tier available
$30per month
$15per month · free tier available
Free tier
–
–
Free trial
–
–
API access
–
–
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Developer FreePro $250/moEnterprise Custom
Business $30/moPremier $45/moMax $120/mo
Free & Open Source FreeTeams $15/moKilo Pass $19/moEnterprise Custom
Capabilities input → output
Input
Code
AudioText
DocumentsText
Code
Output
CodeText
AudioText
Text
Text
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
6
10
5
Code reviews
–
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GitHub pull requests
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Code quality
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Code security analysis
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Code analysis
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Email management
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Voice agents
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–
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APIs
–
–
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Assistant API building
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Code documentation
–
–
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Code testing
–
–
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Developer tools
–
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Email
–
–
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Email automation
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–
–
Email replies
–
–
–
Email writing
–
–
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Assistant development
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Development
–
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Email enhancement
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Email tracking
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Meeting scheduling
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Node js
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Task management
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–
–
Team collaboration
–
–
–
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.