CodeRabbit vs Shotstack vs Muapi 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
Muapi
Competitor 3
Devin Review
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
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Competitor Muapi
muapi.ai
MuAPI consolidates access to over 500 AI models for image, video, and audio generation through a single API endpoint, eliminating the need to manage separate integrations with dozens of providers
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Competitor Devin Review
app.devin.ai
Devin Review is the fastest way to truly understand code—especially when it changes
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Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
318.3Kvisits/mo
1.6Mvisits/mo
MoM change
▼ 22.7%
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▼ 7.9%
6-month growth
+50.4%
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+275.1%
Global rank web
#38,145
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Avg. last 3 months
1.2M
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318.3K
1.5M
Bounce rate lower is better
49%
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20%
Pages / visit
3.5
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10.0
Visit duration
1m 55s
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7m 17s
Traffic sources
● Direct 73% · ● Referral 24%
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● Direct 60% · ● Referral 39%
CodeRabbitShotstackMuapiDevin Review
0433.7K867.5K1.3M1.7MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MMuapi · 318.3KDevin Review · 279.5KDevin Review · 296KDevin Review · 398KDevin Review · 425.8KDevin Review · 534.2KDevin Review · 794.3KDevin Review · 1.2MDevin Review · 1.7MDevin Review · 1.6M100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MMuapi · 318.3KDevin 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
Paid
Freemium
Starting price
$24per month
$39per month
$10per month
$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
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
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Capabilities input → output
Input
Code
CodeImagesVideo
ImagesText
CodeWeb pages
Output
CodeText
Video
AudioImagesVideo
Text
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI API
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
5
6
5
APIs
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Code reviews
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GitHub pull requests
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Code analysis
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Developer tools
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Video generation
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Video editing
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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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GitHub
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Image generation
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Personalized videos
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3D models
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Debugging
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Development
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Music creation
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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
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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.