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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
Grok

Category score

View
99.0BEST
Tokens76.4k
Total76.4k
2
GPT-5.5

Category score

View
97.7-1.3 pts
Tokens38.3k
Total38.3k
3
Claude Sonnet 4.6

Category score

View
97.3-1.7 pts
Tokens14.2k
Total14.2k
4
Claude Opus 4.8

Category score

View
96.7-2.3 pts
Tokens16.0k
Total16.0k

Test Breakdown

OAuth2 Integration

Implement complete OAuth2 flow with PKCE and token refresh

Grok
99.0
GPT-5.5
97.7
Claude Sonnet 4.6
97.3
Claude Opus 4.8
96.7

Search Autocomplete

Build debounced search with trie-based suggestions and highlighting

Grok
99.0
GPT-5.5
97.7
Claude Sonnet 4.6
97.3
Claude Opus 4.8
96.7

Webhook System

Design webhook delivery with retry logic and signature verification

Grok
99.0
GPT-5.5
97.7
Claude Sonnet 4.6
97.3
Claude Opus 4.8
96.7