GitHub Copilot Autofix vs Claude Code Security vs ZeroPath vs Kilo Code Reviewer
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
GitHub Copilot Autofix
vs GitHub Copilot Autofix
Competitor 1
Claude Code Security
Claude Code Security
Competitor 2
ZeroPath
ZeroPath
Competitor 3
Kilo Code Reviewer
Kilo Code ReviewerCompare
4 tools · best value per row highlighted
Your tool
GitHub Copilot Autofix
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.
Competitor
Claude Code Security
Claude Code Security
claude.com
Claude Code Security remains in research preview—waitlist access only
Competitor
ZeroPath
ZeroPath
zeropath.com
Traditional security tools won't scan your codebase for auth bypasses or business logic flaws that only emerge when you understand how the entire application actually works
Traffic estimated monthly website traffic
Monthly visits
—
123.5Mvisits/mo
40.6Kvisits/mo
1Mvisits/mo
MoM change
—
▼ 6.8%
▲ 16.1%
▼ 17.7%
6-month growth
—
+106.6%
+50.1%
-45.8%
Global rank web
—
#434
#858,063
#41,702
Avg. last 3 months
—
125.2M
38.9K
1.3M
Bounce rate lower is better
—
64%
43%
41%
Pages / visit
—
2.2
1.7
3.3
Visit duration
—
2m 36s
22s
2m 00s
Traffic sources
—
● Direct 82% · ● Referral 15%
● Direct 77% · ● Mail 18%
● Direct 85% · ● Referral 13%
GitHub Copilot AutofixClaude Code SecurityZeroPathKilo Code Reviewer
Pricing
Model
Free Trial
Freemium
Freemium
Freemium
Starting price
$30per month
$17per month · free tier available
$1,000per month · free tier available
$15per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
–
–
Plans
GitHub Code Security $30/moGitHub Secret Protection $19/mo
Free FreePro $17/moMax 5x $100/moMax 20x $100/mo+1 more
Team $1,000/moEnterprise CustomFree Proof of Value Free
Free & Open Source FreeTeams $15/moKilo Pass $19/moEnterprise Custom
Capabilities input → output
Input
Code
Code
Code
Code
Output
Code
CodeText
CodeText
Text
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Tasks what each tool can do · 2 shared · core partial
Tasks covered
7
7
8
5
Code security analysis
Code reviews
Code security
–
Vulnerability analysis
–
Cybersecurity vulnerabilities
–
Code analysis
–
GitHub pull requests
–
–
Code quality
–
–
–
Security audits
–
–
–
Cybersecurity
–
–
–
GitHub automation
–
–
–
Security automation
–
–
–
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.