Reasoning Models vs Standard LLMs: When Thinking Actually Helps
When to use a reasoning model vs a standard one: tasks where thinking helps, where it hurts, and how to set effort on OpenAI, Anthropic, Gemini, and DeepSeek.
Tag
#thinking-mode
What Thinking Mode Actually Costs You (September 2026)
Reasoning tokens, latency, and KV cache cost of thinking mode in local LLMs. How to toggle it per runner and when it is the wrong choice.