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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.

Vals AI Finds Multi-Agent Coding Teams Cost 5x More but Rarely Score Better
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Vals AI
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AlphaSignal Newsroom
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1 min read

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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