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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 5

Category score

View
89.3BEST
Tokens19.1k
Total19.1k
2
Grok 4.5

Category score

View
86.9-2.4 pts
Tokens242.6k
Total242.6k
3
GPT-5.6 Sol

Category score

View
86.3-3.0 pts
Tokens53.7k
Total53.7k
4
Claude Opus 5

Category score

View
85.5-3.8 pts
Tokens43.0k
Total43.0k

Test Breakdown

SQL Injection Prevention

Build a query layer that properly parameterizes all user input

Claude Sonnet 5
82.6
Grok 4.5
92.8
GPT-5.6 Sol
70.0
Claude Opus 5
83.8

XSS Mitigation

Render user-generated content without introducing XSS vectors

Claude Sonnet 5
97.0
Grok 4.5
82.0
GPT-5.6 Sol
100.0
Claude Opus 5
88.0

Secret Management

Implement config loading that never logs or exposes secrets

Claude Sonnet 5
88.4
Grok 4.5
86.0
GPT-5.6 Sol
89.0
Claude Opus 5
84.8