Google Cloud C4 Brings a 70% TCO improvement on GPT OSS with Intel and Hugging Face

The TCO improvement is impressive, but it’s infrastructure arbitrage, not a paradigm shift. This efficiency is achieved by deeply integrating proprietary hardware and specific ecosystems, reinforcing vendor lock-in. We are paying for optimized pathways through Google Cloud, not pure open-source innovation. The real cost is the complexity of maintaining those specific optimizations.