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CategoryWeight: 1.0x

Code Quality

Evaluates readability, idiomatic patterns, naming conventions, and adherence to language best practices.

Best Score

0.0

Avg Score

0.0

Tests

3

Performance Over Time — All Models

Model Rankings

1
Grok 4.5

Category score

View
98.3BEST
Tokens107.8k
Total107.8k
2
Claude Sonnet 4.6

Category score

View
96.7-1.6 pts
Tokens89.1k
Total89.1k
3
GPT-5.5

Category score

View
94.3-4.0 pts
Tokens42.7k
Total42.7k
4
Claude Opus 4.8

Category score

View
82.7-15.6 pts
Tokens38.0k
Total38.0k

Test Breakdown

Idiomatic Python

Write Pythonic code using generators, comprehensions, and context managers

Grok 4.5
98.3
Claude Sonnet 4.6
96.7
GPT-5.5
94.3
Claude Opus 4.8
82.7

TypeScript Best Practices

Use strict types, discriminated unions, and proper error narrowing

Grok 4.5
98.3
Claude Sonnet 4.6
96.7
GPT-5.5
94.3
Claude Opus 4.8
82.7

Clean Architecture Patterns

Implement repository pattern with proper dependency inversion

Grok 4.5
98.3
Claude Sonnet 4.6
96.7
GPT-5.5
94.3
Claude Opus 4.8
82.7