What was reported
The Decoder reports that AI agent teams consume large numbers of tokens without a strongly measurable improvement in result quality. The sources attribute this finding to a study linked to Vals AI. The source passages this report relies on, however, do not contain precise figures on the additional consumption; the magnitude of up to 5.1x higher costs named in the working title is not supported there and should be read with caution.
Context
For companies, this may mean that deploying several coordinated agents does not automatically increase benefit, but mainly increases costs. Whether this also holds for your own use cases cannot be derived from this report alone. It remains open which tasks were studied and under which conditions the findings apply.
Sources
Editorially owned by Ideal Syka. Sources and method: Newsroom & method. Tips and corrections: ai@i6eal.de.




