Vals AI Finds Multi-Agent Coding Teams Cost 5x More but Rarely Score Better
Vals AI ran GPT 6 Sol and Claude Opus 5.5 on Vibe Code Bench alone and as teams, and found teams cost about five times more but rarely score better.

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- AlphaSignal
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- news
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- 1 min read
Vals AI ran GPT 6 Sol and Claude Opus 5.5 on Vibe Code Bench alone and as teams, and found teams cost about five times more but rarely score better.
Summarized by Atlas from AlphaSignal. Rights remain with the original publisher.
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