Sponsored Benchmarks: When Results Are Decided Before Testing Begins

This analysis reveals how benchmark reports can be statistically honest yet fundamentally misleading through test design manipulation. Understanding how vendors structure experiments to arrive at predetermined conclusions is critical when evaluating claims about AI infrastructure performance, as the real question isn't whether the numbers are real—it's whether the test actually measures what matters to your use case.