CodeRabbit vs GitHub Copilot vs Screenshot to Code vs OpenAI Codex CLI

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

Your tool
CodeRabbit
vs
Competitor 1
GitHub Copilot
Competitor 2
Screenshot to Code
Competitor 3
OpenAI Codex CLI
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor Screenshot to Code
screenshottocode.com
See it, code it
Make main Remove
Competitor OpenAI Codex CLI
developers.openai.com
OpenAI Codex CLI brings the Codex coding agent to the terminal and to scripts.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
637.9Mvisits/mo
21Kvisits/mo
—
MoM change
▼ 22.7%
▲ 3.7%
▲ 1.1%
—
6-month growth
+50.4%
+19.3%
+1.0%
—
Global rank web
#38,145
#49
#1,209,472
—
Avg. last 3 months
1.2M
629.7M
20K
—
Bounce rate lower is better
49%
36%
42%
—
Pages / visit
3.5
5.9
2.3
—
Visit duration
1m 55s
6m 26s
15s
—
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 83% · ● Referral 15%
—
—
CodeRabbitGitHub CopilotScreenshot to CodeOpenAI Codex CLI
0159.5M318.9M478.4M637.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MScreenshot to Code · 21KScreenshot to Code · 18.1KScreenshot to Code · 17.4KScreenshot to Code · 20.8KScreenshot to Code · 20.3KScreenshot to Code · 20KScreenshot to Code · 18.2KScreenshot to Code · 20.8KScreenshot to Code · 21K10K100K1M10M100M1BCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MScreenshot to Code · 21KScreenshot to Code · 18.1KScreenshot to Code · 17.4KScreenshot to Code · 20.8KScreenshot to Code · 20.3KScreenshot to Code · 20KScreenshot to Code · 18.2KScreenshot to Code · 20.8KScreenshot to Code · 21KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Paid
Starting price
$24per month
$4per month · free tier available
Free tier
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Free tier
–
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Free trial
–
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API access
–
–
–
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeTeam $4/moEnterprise $21/mo
—
GPT-6-Astra $10GPT-6.1-Sol $2GPT-6-Luna $0.10GPT-Live-1 $0.05/minute+1 more
Capabilities input → output
Input
Code
CodeText
ImagesVideo
CodeImagesText
Output
CodeText
Code
Code
Code
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Coding Assistant
Development & CodeAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
4
12
2
Coding
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Code reviews
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GitHub pull requests
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–
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Image to UI
–
–
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Image to code
–
–
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Screenshot to code
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–
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Screenshot web-conversion
–
–
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Video to code
–
–
–
Agents
–
–
–
Code analysis
–
–
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Code documentation
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–
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Code quality
–
–
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Code security analysis
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–
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Code testing
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–
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Frontend development
–
–
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React coding
–
–
–
React components
–
–
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Tailwind
–
–
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Vue
–
–
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Agent management
–
–
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Developer tools
–
–
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Development
–
–
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UI prompts
–
–
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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
2
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.