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Token Costs

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2026-10-12

Technology

  • Vals AI finds AI agent teams barely outperform solo agents, costing up to 5.1x more: Vals AI research found that teams of AI agents barely outperform solo agents while costing up to 5.1x more. In tests with GPT-6 Sol and Claude Opus 5.5, only one of four showed a measurable quality gain. Anthropic data showed quality plateaus beyond ten agents while token costs keep rising.

    AI agents • The Decoder

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