A benchmark is only as good as the model you use to grade it

I built a pytest harness that runs the same set of questions through five language models at once - a free local Llama, plus GPT, DeepSeek, and two Claude models - and compares them on the three things a team pays for: cost per query, speed, and answer quality. The plan was simple. Run the grid...

Source: [Dev.to](https://dev.to/sara_bezjak/a-benchmark-is-only-as-good-as-the-model-you-use-to-grade-it-4h01)