CodeRabbit vs Shotstack vs OpenAI Codex vs DryRun Security

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
OpenAI Codex
Competitor 3
DryRun Security
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 OpenAI Codex
openai.com
A dedicated coding agent that writes and runs code for you
Make main Remove
Competitor DryRun Security
dryrun.security
You'll need developers who actually understand the security feedback DryRun Security generates
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
204.3Mvisits/mo
3.2Kvisits/mo
MoM change
▼ 22.7%
—
▲ 3.6%
▼ 10.9%
6-month growth
+50.4%
—
+0.3%
-28.2%
Global rank web
#38,145
—
#212
#4,816,288
Avg. last 3 months
1.2M
—
197.3M
3.1K
Bounce rate lower is better
49%
—
58%
36%
Pages / visit
3.5
—
3.0
2.3
Visit duration
1m 55s
—
2m 31s
18s
Traffic sources
● Direct 73% · ● Referral 24%
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● Direct 81% · ● Referral 17%
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CodeRabbitShotstackOpenAI CodexDryRun Security
066.6M133.2M199.7M266.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MOpenAI Codex · 266.3MOpenAI Codex · 225MOpenAI Codex · 210.1MOpenAI Codex · 191.2MOpenAI Codex · 203.7MOpenAI Codex · 195.7MOpenAI Codex · 203.1MOpenAI Codex · 190.4MOpenAI Codex · 197.2MOpenAI Codex · 204.3MDryRun Security · 2.2KDryRun Security · 4.1KDryRun Security · 7.8KDryRun Security · 4.5KDryRun Security · 3.3KDryRun Security · 3.9KDryRun Security · 2.4KDryRun Security · 3.6KDryRun Security · 3.2K1K10K100K1M10M100M1BCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MOpenAI Codex · 266.3MOpenAI Codex · 225MOpenAI Codex · 210.1MOpenAI Codex · 191.2MOpenAI Codex · 203.7MOpenAI Codex · 195.7MOpenAI Codex · 203.1MOpenAI Codex · 190.4MOpenAI Codex · 197.2MOpenAI Codex · 204.3MDryRun Security · 2.2KDryRun Security · 4.1KDryRun Security · 7.8KDryRun Security · 4.5KDryRun Security · 3.3KDryRun Security · 3.9KDryRun Security · 2.4KDryRun Security · 3.6KDryRun Security · 3.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
$24per month
$39per month
$20per month · free tier available
Free
Free tier
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Free trial
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API access
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–
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
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—
Capabilities input → output
Input
Code
CodeImagesVideo
CodeText
Code
Output
CodeText
Video
Code
Text
Skill level
Intermediate
Advanced
Advanced
Advanced
Categories
Development & CodeAI Code Review
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
5
9
7
Code reviews
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GitHub pull requests
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Code security analysis
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Code analysis
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Code documentation
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Development
–
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APIs
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Agents
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Code security
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Coding
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Video editing
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Code quality
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Code testing
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Cybersecurity analysis
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Developer tools
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GitHub automation
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Personalized videos
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Video generation
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Vulnerability analysis
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Debugging
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Terminal
–
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
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.