Qwen 3.5 122b ran on a bare host for 50 parallel agent-weeks without causing system failures. In contrast, GPT 5.5 and Gemini 3 Pro crashed hosts within 24 and 12 hours by exhausting RAM or altering permissions. This stability gap determines whether autonomous agents can actually complete long-term tasks without human intervention.