GCP vs AWS for LLMs: A Complete Cost Analysis and Performance Comparison
Breaking down the real-world costs, performance metrics, and hidden fees when deploying large language models on Google Cloud Platform versus Amazon Web Services.
The Developer Experience: Building LLM Applications on GCP versus AWS
Comparing documentation quality, API design, development tools, and overall developer productivity when building AI applications on both cloud platforms.
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Scaling LLMs from Prototype to Production: GCP vs AWS Migration Stories
Case studies and lessons learned from startups and enterprises who moved their large language model workloads between Google Cloud and Amazon Web Services.
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Future-Proofing Your LLM Strategy: Long-term Vendor Lock-in Considerations
Strategic analysis of vendor dependency, exit strategies, and platform flexibility when committing to Google Cloud or AWS for your organization's AI initiatives.