CodeRabbit vs Submagic vs Shotstack vs TuringMind AI

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

Your tool
CodeRabbit
vs
Competitor 1
Submagic
Competitor 2
Shotstack
Competitor 3
TuringMind AI
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Competitor Submagic
submagic.co
Submagic is an AI video editor for short-form content.
Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
Competitor TuringMind AI
turingmind.ai
Most code review tools scan diffs—then stop
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
—
883visits/mo
MoM change
▼ 22.7%
—
—
▼ 14.7%
6-month growth
+50.4%
—
—
—
Global rank web
#38,145
—
—
#14,495,180
Avg. last 3 months
1.2M
—
—
813
Bounce rate lower is better
49%
—
—
36%
Pages / visit
3.5
—
—
1.1
Visit duration
1m 55s
—
—
—
Traffic sources
● Direct 73% · ● Referral 24%
—
—
—
CodeRabbitSubmagicShotstackTuringMind AI
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MTuringMind AI · 2KTuringMind AI · 523TuringMind AI · 1KTuringMind AI · 8831001K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MTuringMind AI · 2KTuringMind AI · 523TuringMind AI · 1KTuringMind AI · 883Nov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$24per month
$12per month
$39per month
$29per month · free tier available
Free tier
–
–
–
Free trial
–
API access
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Starter $12/moPro $23/moBusiness $41/moCustom Custom
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Free FreeQuick Scan $1.50Smart Review CustomCritical Review Custom
Capabilities input → output
Input
Code
Web pagesVideo
CodeImagesVideo
Code
Output
CodeText
Video
Video
Text
Skill level
Intermediate
Beginner-friendly
Advanced
Intermediate
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
14
5
8
Code reviews
–
–
Video editing
–
–
GitHub pull requests
–
–
Code analysis
–
–
Code security analysis
–
–
Code quality
–
–
Video generation
–
–
APIs
–
–
–
Video subtitles
–
–
–
Architectural feedback
–
–
–
Caption videos
–
–
–
Code documentation
–
–
–
Code security
–
–
–
Code testing
–
–
–
Developer tools
–
–
–
Multilingual subtitle creation
–
–
–
Personalized videos
–
–
–
Short videos
–
–
–
Video repurposing
–
–
–
Video shortening
–
–
–
Architectural pattern analysis
–
–
–
Development
–
–
–
Social media management
–
–
–
TikTok captions
–
–
–
TikTok videos
–
–
–
Video avatars
–
–
–
Video effects
–
–
–
YouTube shorts
–
–
–
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
–
–
–
–

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.