HOW MUCH DOES REASONING EFFORT AFFECT SCORE AND COST?

Summary from the TLDR AI newsletter

Lower reasoning effort reduces cost much more than it lowers the quality of results. Tests show that models on low reasoning can match models on high reasoning at lower cost. The impact of reasoning effort depends on the task.