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Coding Tasks

General programming challenges including algorithm implementation, data structure design, and system architecture tasks.

Best Score

0.0

Avg Score

0.0

Tests

3

Performance Over Time — All Models

Model Rankings

1
Grok 4.5

Category score

View
96.0BEST
Tokens133.4k
Total133.4k
2
Claude Sonnet 5

Category score

View
94.7-1.3 pts
Tokens11.2k
Total11.2k
3
Claude Opus 5

Category score

View
93.0-3.0 pts
Tokens12.3k
Total12.3k
4
GPT-5.6 Sol

Category score

View
92.7-3.3 pts
Tokens44.8k
Total44.8k

Test Breakdown

Graph Algorithm Implementation

Implement Dijkstra with priority queue and handle edge cases

Grok 4.5
96.0
Claude Sonnet 5
92.0
Claude Opus 5
91.0
GPT-5.6 Sol
92.0

REST API Design

Design and implement a paginated REST API with filtering

Grok 4.5
96.0
Claude Sonnet 5
96.0
Claude Opus 5
96.0
GPT-5.6 Sol
96.0

Concurrent Data Pipeline

Build a producer-consumer pipeline with backpressure handling

Grok 4.5
96.0
Claude Sonnet 5
96.0
Claude Opus 5
92.0
GPT-5.6 Sol
90.0