Interfaze
AI model built for high accuracy deterministic tasks
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.
- Hacker News
Interfaze: A new model architecture built for high accuracy at scale
Interfaze: A new model architecture built for high accuracy at scale
- 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
- 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
- Hacker News
Show HN: A new benchmark for testing LLMs for deterministic outputs
Show HN: A new benchmark for testing LLMs for deterministic outputs
- X
Casually met @aplusk at YC today and had a grilling session on the middle of the street on why we would win vs big labs Harsha
Casually met @aplusk at YC today and had a grilling session on the middle of the street on why we would win vs big labs Harsha
- X
Inkling has only 4 downloads on hugging face it's great for the open source world but it's clear that open source models don't make sens...
Inkling has only 4 downloads on hugging face it's great for the open source world but it's clear that open source models don't make sense to 99% of companies, it's impossible to host and scale reliably while keeping cost low. So you fallback to using a lab eventually anyway.
- X
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! Quote Y Combinator @ycombinator · Apr 20 LLMs are great for human in the loop applications, but fail at deterministic developer tasks. @interfaze_ai is a new AI model that outperforms general LLMs on high accuracy tasks like: OCR, Object Detection, Web scraping, Speech-to-text, Classification and more. Congrats on the 0:07 / 1:22
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! Quote Y...
- X
I think GTM tools is a dead market We're building our own internal GTM dashboard for events, social listening, scraping tools for emails...
I think GTM tools is a dead market We're building our own internal GTM dashboard for events, social listening, scraping tools for emails and more I think most companies will now just build their own tooling for their market niche