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Replaying 27 real Jarvis agent tasks, qwen3-coder:30b on one RTX 3090 scored 22.8/100 versus Claude's 89.4, leaking malformed tool calls in 25.9% of answers. On three 3090s with 256K context, a 122B model scored 80.0, eliminated malformed calls, and cost $0.000969 per task versus Claude's $0.763.
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