YC Spring 2026 (P26) company

Interfaze

AI model built for high accuracy deterministic tasks

b2binfrastructuredeveloper tools106 public signals

About Interfaze

Interfaze is an AI model built on a new architecture that merges specialized DNN/CNN models with transformers for tasks that require deterministic output and high consistency like Document intelligence, Object detection, Classification, Audio understanding and more. Interfaze outperforms large lab models like Gemini flash, Claude Sonnet and the GPT-5.4 mini series Architecture paper: https://arxiv.org/abs/2602.04101 Full open benchmarks: https://interfaze.ai/leaderboards

Public traction evidence

Each signal links to the public source used for attribution.

  1. Hacker News

    Interfaze: A new model architecture built for high accuracy at scale

    Interfaze: A new model architecture built for high accuracy at scale

  2. X

    Interfaze is a new model architecture that outperforms in tasks like OCR, Object detection, Translation and more It beats models like Claude Sonnet 4.6, Gemini 3 flash and GPT 5.4 mini on 9 benchmarks

    Interfaze is a new model architecture that outperforms in tasks like OCR, Object detection, Translation and more It beats models like Claude Sonnet 4.6, Gemini 3 flash and GPT 5.4 mini on 9 benchmarks

  3. X

    Introducing Ask Box: a chrome extension you can install and make all your @Box files into your company brain There's no setup, just install, connect your Box account and you're good to go Works with all the security feature of Box with permissions and authorizations https://t.co/8gb3Y6hqXA

    Introducing Ask Box: a chrome extension you can install and make all your @Box files into your company brain There's no setup, just install, connect your Box account and you're good to go Works with all the security feature of Box with permissions and authorizations...

  4. Hacker News

    Show HN: A new benchmark for testing LLMs for deterministic outputs

    Show HN: A new benchmark for testing LLMs for deterministic outputs

  5. X

    Aaron Epstein X quote-post about Interfaze model release

    New model just released that beats sonnet 4.6, gemini 3 flash, and gpt 5.4 mini on OCR, vision, and STT tasks @interfaze_ai

  6. X

    Introducing OpenWebSearch: One router for web search like Exa, Parallel, Brave, Perplexity and more - Normalized output structure - Centralized billing - Built-in fallbacks priorities and more

    Introducing OpenWebSearch: One router for web search like Exa, Parallel, Brave, Perplexity and more - Normalized output structure - Centralized billing - Built-in fallbacks priorities and more

  7. X

    We're hiring for the office 👀

    We're hiring for the office 👀

  8. X

    launching interfaze with YC we designed a new model architecture from the ground up.

    launching interfaze with YC we designed a new model architecture from the ground up. - OCR with bboxes and high accuracy - scraping works on sites like LinkedIn - multimodal support for audio (1hr+ of audio transcribed in 30s) works with every AI SDK out of the box!