Is Benchmarking Score Enough to Choose an LLM?

AI Leaderboard You Trust Is Probably Misleading You. An Unfiltered Guide to Understand, Evaluate, and Choose the Right LLM If you’ve ever tried to choose an AI model for your business, product, or personal workflow, you’ve almost certainly stared at a leaderboard showing you a table of scores, rankings, and percentages and mostly you thought: “Okay, highest score wins. Let me use that one.” That instinct is understandable. It’s also potentially catastrophic.