The Energy Cost of Reasoning: Analyzing Energy Usage in LLMs with Test-time Compute

Yunho Jin, Gu-Yeon Wei, David Brooks

Scaling large language models (LLMs) has driven significant advancements, yet it faces diminishing returns and escalating energy demands. This work explores how test-time compute (…