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CategoryWeight: 1.0x

Feature Implementation

End-to-end feature implementation from spec, including tests, error handling, and documentation.

Best Score

0.0

Avg Score

0.0

Tests

3

Performance Over Time — All Models

Model Rankings

1
Claude Sonnet 5

Category score

View
96.7BEST
Tokens7.1k
Total7.1k
2
Claude Opus 5

Category score

View
94.3-2.4 pts
Tokens11.9k
Total11.9k
3
GPT-5.6 Sol

Category score

View
94.0-2.7 pts
Tokens47.5k
Total47.5k
4
Grok 4.5

Category score

View
82.7-14.0 pts
Tokens154.7k
Total154.7k

Test Breakdown

OAuth2 Integration

Implement complete OAuth2 flow with PKCE and token refresh

Claude Sonnet 5
95.0
Claude Opus 5
91.0
GPT-5.6 Sol
97.0
Grok 4.5
82.0

Search Autocomplete

Build debounced search with trie-based suggestions and highlighting

Claude Sonnet 5
98.0
Claude Opus 5
92.0
GPT-5.6 Sol
97.0
Grok 4.5
78.0

Webhook System

Design webhook delivery with retry logic and signature verification

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