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Explores critical issues when using OpenRouter for AI models, revealing how the same model weights produce vastly different performance across ~20 providers due to infrastructure, precision, and optimization differences. Includes benchmark comparisons showing performance variance of up to 15 points between providers hosting identical DeepSeek models.