CodeRabbit vs Shotstack vs CapCut vs Greptile

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
Greptile
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 Greptile
greptile.com
Greptile is an AI code reviewer that builds a graph of your repository, covering files, functions and dependencies, and then sends a swarm of agents to review each pull request.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
49.1Mvisits/mo
—
MoM change
▼ 22.7%
—
▼ 1.0%
—
6-month growth
+50.4%
—
-8.8%
—
Global rank web
#38,145
—
#964
—
Avg. last 3 months
1.2M
—
50.4M
—
Bounce rate lower is better
49%
—
43%
—
Pages / visit
3.5
—
3.6
—
Visit duration
1m 55s
—
3m 09s
—
Traffic sources
● Direct 73% · ● Referral 24%
—
● Direct 83% · ● Referral 16%
—
CodeRabbitShotstackCapCutGreptile
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 · 49.1M100K1M10M100MCodeRabbit · 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 · 49.1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$24per month
$39per month
$9.99per month · free tier available
$30per month · free tier available
Free tier
–
–
Free trial
–
API access
–
–
–
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
Starter FreePro $30/moEnterprise Custom
Capabilities input → output
Input
Code
CodeImagesVideo
AudioImagesTextVideo
Code
Output
CodeText
Video
AudioImagesVideo
Text
Skill level
Intermediate
Advanced
Beginner-friendly
Advanced
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
9
Code reviews
–
–
Video editing
–
–
GitHub pull requests
–
–
Video generation
–
–
Code analysis
–
–
Code quality
–
–
Code security analysis
–
–
Code testing
–
–
Developer tools
–
–
APIs
–
–
–
Background removal
–
–
–
Code documentation
–
–
–
Multilingual subtitle creation
–
–
–
Personalized videos
–
–
–
Short videos
–
–
–
Text to speech
–
–
–
Video background removal
–
–
–
Video subtitles
–
–
–
Agents
–
–
–
Code validation
–
–
–
Development
–
–
–
Image editing
–
–
–
Image generation
–
–
–
Transcription
–
–
–
Video shortening
–
–
–
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
–
–
–
–

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.