CodeRabbit vs Screenshot to Code vs Kilo Code Reviewer vs Sourcery

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

Your tool
CodeRabbit
vs
Competitor 1
Screenshot to Code
Competitor 2
Kilo Code Reviewer
Competitor 3
Sourcery
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor Screenshot to Code
screenshottocode.com
See it, code it
Make main Remove
Competitor Kilo Code Reviewer
kilo.ai
Make main Remove
Competitor Sourcery
sourcery.ai
AI code reviewer that never takes a day off
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
21Kvisits/mo
1Mvisits/mo
57.7Kvisits/mo
MoM change
▼ 22.7%
▲ 1.1%
▼ 17.7%
▼ 19.8%
6-month growth
+50.4%
+1.0%
-45.8%
-28.8%
Global rank web
#38,145
#1,209,472
#41,702
#495,687
Avg. last 3 months
1.2M
20K
1.3M
65.8K
Bounce rate lower is better
49%
42%
41%
46%
Pages / visit
3.5
2.3
3.3
2.3
Visit duration
1m 55s
15s
2m 00s
24s
Traffic sources
● Direct 73% · ● Referral 24%
—
● Direct 85% · ● Referral 13%
● Direct 83% · ● Referral 15%
CodeRabbitScreenshot to CodeKilo Code ReviewerSourcery
0478.7K957.5K1.4M1.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MScreenshot to Code · 21KScreenshot to Code · 18.1KScreenshot to Code · 17.4KScreenshot to Code · 20.8KScreenshot to Code · 20.3KScreenshot to Code · 20KScreenshot to Code · 18.2KScreenshot to Code · 20.8KScreenshot to Code · 21KKilo 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 · 1MSourcery · 43.2KSourcery · 52.5KSourcery · 81.3KSourcery · 75.7KSourcery · 81.1KSourcery · 79.7KSourcery · 82.5KSourcery · 67.6KSourcery · 72KSourcery · 57.7K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MScreenshot to Code · 21KScreenshot to Code · 18.1KScreenshot to Code · 17.4KScreenshot to Code · 20.8KScreenshot to Code · 20.3KScreenshot to Code · 20KScreenshot to Code · 18.2KScreenshot to Code · 20.8KScreenshot to Code · 21KKilo 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 · 1MSourcery · 43.2KSourcery · 52.5KSourcery · 81.3KSourcery · 75.7KSourcery · 81.1KSourcery · 79.7KSourcery · 82.5KSourcery · 67.6KSourcery · 72KSourcery · 57.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$24per month
Free tier
$15per month · free tier available
$12per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
—
Free & Open Source FreeTeams $15/moKilo Pass $19/moEnterprise Custom
Open Source CustomPro $12/moTeam $24/moEnterprise Custom
Capabilities input → output
Input
Code
ImagesVideo
Code
Code
Output
CodeText
Code
Text
CodeText
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeAI Coding Assistant
Development & CodeAI Code Review
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
12
5
8
Code reviews
–
GitHub pull requests
–
Code security analysis
–
Code analysis
–
Code quality
–
–
Coding
–
–
–
Image to UI
–
–
–
Image to code
–
–
–
Screenshot to code
–
–
–
Screenshot web-conversion
–
–
–
Video to code
–
–
–
Code documentation
–
–
–
Code security
–
–
–
Code testing
–
–
–
Frontend development
–
–
–
React coding
–
–
–
React components
–
–
–
Tailwind
–
–
–
Vue
–
–
–
Vulnerability analysis
–
–
–
Cve monitoring
–
–
–
Cybersecurity vulnerabilities
–
–
–
Development
–
–
–
UI prompts
–
–
–
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.