Single-run eval methodology

Peak-hour pricing pushes DeepSeek's new vision model past Gemini on the invoice test

DeepSeek V4 Flash Vision Exp undercuts Gemini 3.7 Flash by 3.4x on input tokens and 5.7x on output, then spent 3,467 completion tokens and 30.5 seconds on an invoice both models audited correctly.