GitHub Copilot vs Shotstack vs CodeRabbit vs Muapi

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

Your tool
GitHub Copilot
vs
Competitor 1
Shotstack
Competitor 2
CodeRabbit
Competitor 3
Muapi
Compare
4 tools · best value per row highlighted
Your tool GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Remove
Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
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
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
637.9Mvisits/mo
—
1Mvisits/mo
318.3Kvisits/mo
MoM change
▲ 3.7%
—
▼ 22.7%
—
6-month growth
+19.3%
—
+50.4%
—
Global rank web
#49
—
#38,145
—
Avg. last 3 months
629.7M
—
1.2M
318.3K
Bounce rate lower is better
36%
—
49%
—
Pages / visit
5.9
—
3.5
—
Visit duration
6m 26s
—
1m 55s
—
Traffic sources
● Direct 83% · ● Referral 15%
—
● Direct 73% · ● Referral 24%
—
GitHub CopilotShotstackCodeRabbitMuapi
0159.5M318.9M478.4M637.9MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MMuapi · 318.3K100K1M10M100M1BGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MMuapi · 318.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Paid
Starting price
$4per month · free tier available
$39per month
$24per month
$10per month
Free tier
–
–
–
Free trial
–
API access
–
–
Plans
Free FreeTeam $4/moEnterprise $21/mo
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
Capabilities input → output
Input
CodeText
CodeImagesVideo
Code
ImagesText
Output
Code
Video
CodeText
AudioImagesVideo
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI Code Review
Development & CodeAI API
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
5
8
6
APIs
–
–
Code reviews
–
–
Developer tools
–
–
Video generation
–
–
Code autocompletion
–
–
–
Coding
–
–
–
GitHub pull requests
–
–
–
Video editing
–
–
–
Agents
–
–
–
Code analysis
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Code testing
–
–
–
Coding in VS Code
–
–
–
Image generation
–
–
–
Personalized videos
–
–
–
Vs code
–
–
–
3D models
–
–
–
Agent management
–
–
–
Debugging
–
–
–
Development
–
–
–
Music creation
–
–
–
Terminal
–
–
–
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
2
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.