Benchmark your own model against the frontier
If you fine-tuned a model, host one yourself, or built a pipeline, the hard question is whether it actually holds up against the frontier. Running it once by hand and eyeballing the answer is not evidence. A benchmark that scores it against GPT, Claude, and the rest, on your task, with a run history, is.
That is what Bring Your Own Endpoint does. Register any OpenAI-compatible endpoint and it appears in the model picker alongside every hosted model, scored by the same rubric in the same run. The run below put a registered endpoint head-to-head with two frontier models.