CodeRabbit vs GitHub Copilot vs Shotstack vs Remotion

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

Your tool
CodeRabbit
vs
Competitor 1
GitHub Copilot
Competitor 2
Shotstack
Competitor 3
Remotion
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
Make main Remove
Competitor Remotion
remotion.dev
Developers wanting to generate videos programmatically now have a React-based solution that treats video creation like building a web application
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
637.9Mvisits/mo
—
833.6Kvisits/mo
MoM change
▼ 22.7%
▲ 3.7%
—
▲ 0.9%
6-month growth
+50.4%
+19.3%
—
+4.7%
Global rank web
#38,145
#49
—
#68,912
Avg. last 3 months
1.2M
629.7M
—
861.6K
Bounce rate lower is better
49%
36%
—
51%
Pages / visit
3.5
5.9
—
2.4
Visit duration
1m 55s
6m 26s
—
1m 18s
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 83% · ● Referral 15%
—
● Direct 69% · ● Referral 30%
CodeRabbitGitHub CopilotShotstackRemotion
0159.5M318.9M478.4M637.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MRemotion · 124.9KRemotion · 591.4KRemotion · 796.5KRemotion · 846.5KRemotion · 965.8KRemotion · 925.4KRemotion · 825.8KRemotion · 833.6K100K1M10M100M1BCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MRemotion · 124.9KRemotion · 591.4KRemotion · 796.5KRemotion · 846.5KRemotion · 965.8KRemotion · 925.4KRemotion · 825.8KRemotion · 833.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$24per month
$4per month · free tier available
$39per month
$25per month · free tier available
Free tier
–
–
Free trial
–
API access
–
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeTeam $4/moEnterprise $21/mo
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Free License FreeRemotion for Creators $25/moRemotion for Automators $100/moEnterprise License $500/mo
Capabilities input → output
Input
Code
CodeText
CodeImagesVideo
CodeDataText
Output
CodeText
Code
Video
Video
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
9
5
8
Code reviews
–
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Video generation
–
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Coding
–
–
Developer tools
–
–
APIs
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–
–
Code autocompletion
–
–
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GitHub pull requests
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–
Programmatic videos
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–
–
React components
–
–
–
Video editing
–
–
–
Agents
–
–
–
Code analysis
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Code documentation
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Code quality
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–
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Code security analysis
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–
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Code testing
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–
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Coding in VS Code
–
–
–
Personalized videos
–
–
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React
–
–
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React coding
–
–
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Vs code
–
–
–
Agent management
–
–
–
Debugging
–
–
–
Development
–
–
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Frontend development
–
–
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Terminal
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
2
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.