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CategoryWeight: 1.0x

Security Awareness

Tests whether the model proactively identifies and avoids security vulnerabilities like injection, XSS, and insecure defaults.

Best Score

0.0

Avg Score

0.0

Tests

3

Performance Over Time — All Models

Model Rankings

1
Claude Sonnet 4.6

Category score

View
96.3BEST
Tokens13.8k
Total13.8k
2
GPT-5.5

Category score

View
95.3-1.0 pts
Tokens40.7k
Total40.7k
3
Claude Opus 4.8

Category score

View
90.1-6.2 pts
Tokens20.1k
Total20.1k
4
Grok 4.5

Category score

View
85.2-11.1 pts
Tokens104.9k
Total104.9k

Test Breakdown

SQL Injection Prevention

Build a query layer that properly parameterizes all user input

Claude Sonnet 4.6
96.3
GPT-5.5
95.3
Claude Opus 4.8
90.1
Grok 4.5
85.2

XSS Mitigation

Render user-generated content without introducing XSS vectors

Claude Sonnet 4.6
96.3
GPT-5.5
95.3
Claude Opus 4.8
90.1
Grok 4.5
85.2

Secret Management

Implement config loading that never logs or exposes secrets

Claude Sonnet 4.6
96.3
GPT-5.5
95.3
Claude Opus 4.8
90.1
Grok 4.5
85.2