GitHub Copilot Autofix vs Code Wiki vs Claude Code Security vs Semgrep Assistant

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

Your tool
GitHub Copilot Autofix
vs
Competitor 1
Code Wiki
Competitor 2
Claude Code Security
Competitor 3
Semgrep Assistant
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 Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Make main Remove
Competitor Claude Code Security
claude.com
Claude Code Security remains in research preview—waitlist access only
Make main Remove
Competitor Semgrep Assistant
semgrep.dev
Semgrep Assistant, now documented as Semgrep Multimodal, is the AI layer of the Semgrep application security platform.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
152.5Kvisits/mo
123.5Mvisits/mo
—
MoM change
—
▼ 17.8%
▼ 6.8%
—
6-month growth
—
-70.8%
+106.6%
—
Global rank web
—
#251,881
#434
—
Avg. last 3 months
—
225.3K
125.2M
—
Bounce rate lower is better
—
41%
64%
—
Pages / visit
—
3.0
2.2
—
Visit duration
—
55s
2m 36s
—
Traffic sources
—
● Direct 76% · ● Referral 24%
● Direct 82% · ● Referral 15%
—
GitHub Copilot AutofixCode WikiClaude Code SecuritySemgrep Assistant
035M69.9M104.9M139.9MCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KClaude Code Security · 19.2MClaude Code Security · 19.5MClaude Code Security · 35.8MClaude Code Security · 59.8MClaude Code Security · 139.9MClaude Code Security · 133.1MClaude Code Security · 119.5MClaude Code Security · 132.6MClaude Code Security · 123.5M100K1M10M100M1BCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KClaude Code Security · 19.2MClaude Code Security · 19.5MClaude Code Security · 35.8MClaude Code Security · 59.8MClaude Code Security · 139.9MClaude Code Security · 133.1MClaude Code Security · 119.5MClaude Code Security · 132.6MClaude Code Security · 123.5MNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free Trial
Free
Freemium
—
Starting price
$30per month
Free
$17per 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
—
Capabilities input → output
Input
Code
Code
Code
Code
Output
Code
ImagesText
CodeText
CodeText
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Code Review
Development & CodeAI Developer Tools
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
7
7
7
Code security analysis
–
Code security
–
Vulnerability analysis
–
Code reviews
–
Code analysis
–
–
Code explanations
–
–
Cybersecurity vulnerabilities
–
–
GitHub pull requests
–
–
Code documentation
–
–
–
Codebase q a
–
–
–
Architecture
–
–
–
Security audits
–
–
–
Code summaries
–
–
–
Code validation
–
–
–
Developer tools
–
–
–
GitHub 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.