Why “Not Specifying Model Versions” Fails in Production — and What the 4/40 Result Really Means

https://beausexcellentperspective.trexgame.net/40-models-4-winners-what-that-actually-means-for-benchmark-claims

5 Critical Questions About Model Versioning and Why I Measured Them Teams often treat model identity as a lightweight detail: "Use the vendor's latest," or "call the API without a version and it will be fine." That assumption hides risk