GitHub Copilot Autofix vs CodeRabbit vs GitHub Copilot vs Snyk Code

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

Your tool
GitHub Copilot Autofix
vs
Competitor 1
CodeRabbit
Competitor 2
GitHub Copilot
Competitor 3
Snyk Code
Compare
4 tools · best value per row highlighted
Your tool GitHub Copilot Autofix
github.com
It reviews vulnerabilities found in code and proposes automated fixes directly in GitHub, so developers can write secure code at scale instead of leaving security tickets in a backlog.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
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Competitor Snyk Code
snyk.io
Snyk Code is a static application security testing product that scans the source code a team writes, flags vulnerabilities as they appear and proposes fixes that can be applied automatically.
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Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
637.9Mvisits/mo
—
MoM change
—
▼ 22.7%
▲ 3.7%
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6-month growth
—
+50.4%
+19.3%
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Global rank web
—
#38,145
#49
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Avg. last 3 months
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1.2M
629.7M
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Bounce rate lower is better
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49%
36%
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Pages / visit
—
3.5
5.9
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Visit duration
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1m 55s
6m 26s
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Traffic sources
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● Direct 73% · ● Referral 24%
● Direct 83% · ● Referral 15%
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GitHub Copilot AutofixCodeRabbitGitHub CopilotSnyk Code
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 · 637.9M100K1M10M100M1BCodeRabbit · 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 · 637.9MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Freemium
Starting price
$30per month
$24per month
$4per month · free tier available
$25per month · free tier available
Free tier
–
–
Free trial
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API access
–
–
–
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Plans
GitHub Code Security $30/moGitHub Secret Protection $19/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeTeam $4/moEnterprise $21/mo
Free FreeTeam $25/moEnterprise Custom
Capabilities input → output
Input
Code
Code
CodeText
Code
Output
Code
CodeText
Code
CodeText
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
8
4
5
Code reviews
Code security analysis
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Code security
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GitHub pull requests
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Vulnerability analysis
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Cybersecurity vulnerabilities
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Coding
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–
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Agents
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–
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Code analysis
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–
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Code documentation
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–
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Code quality
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–
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Code testing
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–
–
Agent management
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–
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Development
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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
0
2
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.