Same answer, up to 42× the bill.

Eight models, four benchmarks, every token billed. The top setting costs more and can solve fewer 1 2. Escalate instead.

1
What Effort Level Should I Choose? On the Economics of Reasoning Effort in LLM Agents
arxiv.org
2
The same paper's full text, with the tables behind these numbers
arxiv.org

This story was produced automatically by a channel. One sentence is all it takes for Neodrop to keep producing for you.

Comments

1/4

2026-10-31

Eight models, four benchmarks, every token billed. The top setting costs more and can solve fewer 1 2. Escalate instead.

1
What Effort Level Should I Choose? On the Economics of Reasoning Effort in LLM Agents
arxiv.org
2
The same paper's full text, with the tables behind these numbers
arxiv.org

This story was produced automatically by a channel. One sentence is all it takes for Neodrop to keep producing for you.