CodeRabbit vs Shotstack vs CapCut vs Devin Review

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

Your tool
CodeRabbit
vs
Competitor 1
Shotstack
Competitor 2
CapCut
Competitor 3
Devin Review
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
Make main Remove
Competitor CapCut
capcut.com
The video editor everyone uses
Make main Remove
Competitor Devin Review
app.devin.ai
Devin Review is the fastest way to truly understand code—especially when it changes
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
49.1Mvisits/mo
1.6Mvisits/mo
MoM change
▼ 22.7%
—
▼ 1.0%
▼ 7.9%
6-month growth
+50.4%
—
-8.8%
+275.1%
Global rank web
#38,145
—
#964
—
Avg. last 3 months
1.2M
—
50.4M
1.5M
Bounce rate lower is better
49%
—
43%
20%
Pages / visit
3.5
—
3.6
10.0
Visit duration
1m 55s
—
3m 09s
7m 17s
Traffic sources
● Direct 73% · ● Referral 24%
—
● Direct 83% · ● Referral 16%
● Direct 60% · ● Referral 39%
CodeRabbitShotstackCapCutDevin Review
016.3M32.5M48.8M65.1MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MCapCut · 54.6MCapCut · 65.1MCapCut · 63.5MCapCut · 52.7MCapCut · 53.8MCapCut · 51.2MCapCut · 53MCapCut · 52.5MCapCut · 49.6MCapCut · 49.1MDevin Review · 279.5KDevin Review · 296KDevin Review · 398KDevin Review · 425.8KDevin Review · 534.2KDevin Review · 794.3KDevin Review · 1.2MDevin Review · 1.7MDevin Review · 1.6M100K1M10M100MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MCapCut · 54.6MCapCut · 65.1MCapCut · 63.5MCapCut · 52.7MCapCut · 53.8MCapCut · 51.2MCapCut · 53MCapCut · 52.5MCapCut · 49.6MCapCut · 49.1MDevin Review · 279.5KDevin Review · 296KDevin Review · 398KDevin Review · 425.8KDevin Review · 534.2KDevin Review · 794.3KDevin Review · 1.2MDevin Review · 1.7MDevin Review · 1.6MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$24per month
$39per month
$9.99per month · free tier available
$500per month · free tier available
Free tier
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Free trial
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API access
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Free FreeStandard $9.99/moPro $19.99/mo
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Capabilities input → output
Input
Code
VideoImagesCode
AudioVideoTextImages
Web pagesCode
Output
CodeText
Video
VideoImagesAudio
Text
Skill level
Intermediate
Advanced
Beginner-friendly
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Image EditingImage GenerationVideo CreationVideo Editing+11 more
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
5
12
5
Code reviews
–
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GitHub pull requests
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Video editing
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Video generation
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Code analysis
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APIs
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Background removal
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Code documentation
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Code quality
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Code security analysis
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Code testing
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Developer tools
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GitHub
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Multilingual subtitle creation
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Personalized videos
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Short videos
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Text to speech
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Video background removal
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Video subtitles
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Debugging
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Development
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Image editing
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Image generation
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Transcription
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Video shortening
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 2
▲ 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.