The Decoder· Matthias Bastian·· 5 d ago
AI agent teams waste massive tokens for barely measurable quality gains, research finds
AI agent teams waste massive tokens for barely measurable quality gains, research finds
AI summary
Teams of AI agents barely outperform solo agents but cost up to 5.1x more, according to Vals AI. Only one out of four tests with GPT-6 Sol and Claude Opus 5.5 showed a measurable gain. Anthropic's own data backs this up: beyond ten agents, quality plateaus while token costs keep climbing.
Selection record
Threshold 76Media and individualsFirst 68Second 62
Not admittedSum of both 130 < twice the threshold 152
- Source tier
- Media and individuals; this tier's threshold is 76
- Pre-filter
- passed：研究AI agent团队成本与质量评测
A model scores each item twice, independently, against one written standard, out of 100. An item is admitted only when the two scores add up to twice the threshold. The threshold is set per source tier.
Source: The Decoder · the-decoder.com