Benchmarking LLMs: A Guide To AI Model Evaluation
Search Software Quality, Tuesday, May 20th, 2025
LLM benchmarks provide a starting point for evaluating generative AI models across a range of different tasks. Learn where these benchmarks can be useful, and where they're lacking.
Large language models seem to be a double-edged sword.
While they can answer questions -- including questions on how to create code and test it -- the answers to those questions are not always reliable. With so many large language models (LLMs) to choose from, teams might wonder which is right for their organization and how they stack up against each other. LLM benchmarks promise to help evaluate LLMs and provide insights that inform this choice.