#aicodingbenchmarks

Gemini 3.7 Flash beats Claude Sonnet 5 and GPT-5.6 Terra on production code quality and web dev while costing $0.75/$3.75 per million tokens — here is

What makes an AI coding assistant actually good in 2025. Beyond HumanEval benchmarks to real-world capabilities: architecture understanding, debugging, security awareness, code generation vs code comprehension.