The reported trade-off for multi-agent architectures is higher token usage in exchange for much higher response quality, which the source considers worthwhile.

“So this is one thing they've called out is that the token usage is a lot higher,”

“but the trade-off they consider is worth it because the quality of the response is much higher as well.”