Vals AI’s CyberOffense benchmark tests solo agents on simulated corporate networks. OpenAI’s restricted GPT-6 Sol Daybreak scored 80.8% of objectives at about $22 per run; open-weight DeepSeek V4.1 Flash reached 72.8% for roughly $3. On the harder Lighthouse test, Daybreak completed 27 of 31 objecti