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Forget Benchmark Scores! Four Practical Standards to Judge an LLM's Real Capability

Jul 9, 2026·6 min

Forget Benchmark Scores! Four Practical Standards to Judge an LLM's Real Capability

High benchmark scores don't mean an LLM is actually useful. This article shares four field-tested standards—expressiveness, insight, cognitive depth, and problem-solving—to help you find the AI that truly fits you.