Microsoft’s custom MAI models take on GitHub Copilot and Excel
Microsoft just deployed two specialized MAI models inside GitHub Copilot and Excel. MAI-Code-1-Flash delivers a 10% higher code accept rate than GPT-5.4 Mini with 10% fewer tokens, while the Excel variant matches GPT-5.6 quality on common workflows while running on older A100 GPUs. Microsoft is basically proving that vertical in-product training can beat giant general-purpose models on cost and speed.