Vals AI Finds Multi-Agent Coding Teams Cost 5x More but Rarely Score Better

Vals AI pitted GPT 6 Sol and Claude Opus 5.5 against themselves on Vibe Code Bench, running each as a solo coder and as a multi-agent team.

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2026-10-09 17:21 · AlphaSignal
Vals AI Finds Multi-Agent Coding Teams Cost 5x More but Rarely Score Better

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