CodeRabbit vs Qodo (Formerly Codium) vs Shotstack

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

Your tool
CodeRabbit
vs
Competitor 1
Qodo (Formerly Codium)
Competitor 2
Shotstack
Competitor 3
Suggested competitors for CodeRabbit: Greptile86% Sourcery82% Kilo Code Reviewer78% Devin Review74% TuringMind AI70% DryRun Security65% OpenAI Codex62% What The Diff60%
Compare
3 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor Qodo (Formerly Codium)
qodo.ai
Qodo's Rules System lets you define coding standards once—then those standards evolve alongside your 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
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
276.5Kvisits/mo
—
MoM change
▼ 22.7%
▲ 9.3%
—
6-month growth
+50.4%
-29.0%
—
Global rank web
#38,145
#170,528
—
Avg. last 3 months
1.2M
268.7K
—
Bounce rate lower is better
49%
41%
—
Pages / visit
3.5
2.4
—
Visit duration
1m 55s
49s
—
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 85% · ● Referral 11%
—
CodeRabbitQodo (Formerly Codium)Shotstack
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MQodo (Formerly Codium) · 615.8KQodo (Formerly Codium) · 609.3KQodo (Formerly Codium) · 596.7KQodo (Formerly Codium) · 389.5KQodo (Formerly Codium) · 422.6KQodo (Formerly Codium) · 409.8KQodo (Formerly Codium) · 276.6KQodo (Formerly Codium) · 253KQodo (Formerly Codium) · 276.5K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MQodo (Formerly Codium) · 615.8KQodo (Formerly Codium) · 609.3KQodo (Formerly Codium) · 596.7KQodo (Formerly Codium) · 389.5KQodo (Formerly Codium) · 422.6KQodo (Formerly Codium) · 409.8KQodo (Formerly Codium) · 276.6KQodo (Formerly Codium) · 253KQodo (Formerly Codium) · 276.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Starting price
$24per month
$30per month
$39per month
Free tier
–
–
–
Free trial
API access
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free Trial CustomPro Team $30/moEnterprise Custom
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Capabilities input → output
Input
Code
Code
CodeImagesVideo
Output
CodeText
CodeText
Video
Skill level
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Coding AssistantAI Testing
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
10
5
Code reviews
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GitHub pull requests
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Code quality
–
Code testing
–
Code analysis
–
APIs
–
–
Testing
–
–
Video editing
–
–
Code documentation
–
–
Code security analysis
–
–
Coding
–
–
Developer tools
–
–
Personalized videos
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–
Test cases
–
–
Test creation
–
–
Unit tests
–
–
Video generation
–
–
Development
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
Verified listing
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–
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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.