tl;dr : Interfaze is a new model architecture that outperforms models like Gemini-3-Flash, Claude-Sonnet-4.6, GPT-5.4-Mini, and Grok-4.3 across 9 head-to-head benchmarks in OCR, vision, STT, and structured output.

Humans are inefficient at computer-level tasks. We make mistakes, but we're great at decision-making and understanding nuance.

Imagine telling a human to read a 50-page PDF, map every word to another document with its XY position, and translate the whole thing into Chinese. You'd get tons of mistakes, pay a lot to keep that human on payroll, and wait a long time for the result.

Transformer models are similar.…