For model fidelity, stick with official DeepSeek APIs. Third-party providers often run mystery versions with unknown modifications or optimizations that deviate from the reference implementation. If you need reproducible results or want to benchmark against published specs, always go direct to source. The version drift is real and can silently break your assumptions about model behavior.