Editing Research:Question-13-AI-Benchmark-Accuracy-Assessment (section)

=== User Experience Disconnect ===

'''Developer Survey Results (n=1,247):'''
* 67% report benchmark-leading tools as "disappointing" in practice
* 78% prioritize practical effectiveness over benchmark scores when given information
* 45% report making tool selection decisions despite poor benchmark correlation awareness

'''Qualitative Findings:'''
* "High-scoring tools often fail at the messy, contextual problems we actually face"
* "Benchmarks test toy problems; we need help with architectural decisions and integration"  
* "The best AI for our team wasn't the best on any benchmark"