GitHub Copilot Autofix vs ZeroPath vs Astrix Security 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
Competitor 1
ZeroPath
Competitor 2
Astrix Security
Competitor 3
Kilo Code Reviewer
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.
Remove
Competitor 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
Make main Remove
Competitor Astrix Security
astrix.security
Astrix Security is an identity security product for AI agents and non-human identities such as service accounts, OAuth tokens, machine credentials and secrets.
Make main Remove
Competitor Kilo Code Reviewer
kilo.ai
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
40.6Kvisits/mo
—
1Mvisits/mo
MoM change
—
▲ 16.1%
—
▼ 17.7%
6-month growth
—
+50.1%
—
-45.8%
Global rank web
—
#858,063
—
#41,702
Avg. last 3 months
—
38.9K
—
1.3M
Bounce rate lower is better
—
43%
—
41%
Pages / visit
—
1.7
—
3.3
Visit duration
—
22s
—
2m 00s
Traffic sources
—
● Direct 77% · ● Mail 18%
—
● Direct 85% · ● Referral 13%
GitHub Copilot AutofixZeroPathAstrix SecurityKilo Code Reviewer
0478.7K957.5K1.4M1.9MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KKilo Code Reviewer · 144.8KKilo Code Reviewer · 830KKilo Code Reviewer · 1.1MKilo Code Reviewer · 1.9MKilo Code Reviewer · 1.9MKilo Code Reviewer · 1.7MKilo Code Reviewer · 1.4MKilo Code Reviewer · 1.7MKilo Code Reviewer · 1.3MKilo Code Reviewer · 1M10K100K1M10MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KKilo Code Reviewer · 144.8KKilo Code Reviewer · 830KKilo Code Reviewer · 1.1MKilo Code Reviewer · 1.9MKilo Code Reviewer · 1.9MKilo Code Reviewer · 1.7MKilo Code Reviewer · 1.4MKilo Code Reviewer · 1.7MKilo Code Reviewer · 1.3MKilo Code Reviewer · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
—
Freemium
Starting price
$30per month
$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
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
Data
Code
Output
Code
CodeText
Data
Text
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
8
7
5
Code security analysis
–
Code reviews
–
Code security
–
–
Vulnerability analysis
–
–
Cybersecurity vulnerabilities
–
–
Code analysis
–
–
GitHub pull requests
–
–
Cybersecurity
–
–
Agent identity verification
–
–
–
Identity protection
–
–
–
Agent integrity monitoring
–
–
–
Agent management
–
–
–
Code quality
–
–
–
Security
–
–
–
GitHub automation
–
–
–
MCP
–
–
–
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.