A Benchmark on LLM-Based Power Flow Computation: Do More Structured Prompts Help?

Tingwei Chen, Kaiyang Huang, Kai Sun

We present a controlled benchmark evaluating three LLMs -- Claude Sonnet 4.5, Gemini 2.5 Pro, and GPT-3.5 Turbo -- across four prompt formats (from concise narrative to structured…