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Market-Bench - Pairs Mean-Reversion (Best of 5)

Professional Work · 2025-12-13

The medium Market-Bench strategy asks a model to implement a COKE/PEP pairs mean-reversion backtester with shared capital, synthetic order books, VWAP tracking, order latency, and immediate-or-cancel execution. This definition reports the lowest mean absolute error among five generated backtester runs.

Top models (lower is better)

ModelScore
GPT-5.248.1
Gemini 3 Pro Preview52.2
Sonnet 4.570.8
Opus 4.585.6
GPT-5.1-Codex-Max89.4
Qwen3-Max (2025-09-23)100
Grok 4119
DeepSeek-V3.2126
Llama 4 Maverick132
Command A133
Nova Premier133
Llama 3.1 Nemotron Ultra 253B V1133
Mistral Large 3 675B Instruct 2512133
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