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Claude Sonnet 5's upgrades are non-uniform; it underperforms Sonnet 4.6 on CyberGym vulnerability tasks because it wasn't deliberately trained for cyber tasks, relying instead on general reasoning. Anthropic's system card confirms this, while noting Sonnet 5's low pricing until August.