For most of the modern era, better meant bigger and trained on more data. Test-time compute added a second axis: let the model think longer on hard problems.
Every major provider now exposes some control over this, but the vocabularies are not portable between providers or even between models from one provider. Treat reasoning configuration as a model-specific contract.