ZipMind

Towards the Silicon Brain

PEREA: a Neuro-symbolic Foundation

Two core technologies set PEREA apart: a Human brain-inspired neuro-symbolic architectural design & Focalized Model Compression.

Human brain-inspired neuro-symbolic architectural design

  • More robust visual understanding
  • Much stronger logical reasoning
Neuro-symbolic architecture: symbolic circuit hemisphere and neural hemisphere
Focalized model compression funnel

Focalized Model Compression

  • Extreme compression rate
  • Trivial performance drop

How good are we?

Offering superior visual reasoning performance.

Chart Understanding (CharXiv) results with PEREA-1.0 near the top of frontier models
Chart Understanding (CharXiv) — PEREA-1.0 scores 91.2, standing shoulder-to-shoulder with the strongest frontier models.
Intelligence Test (VisuLogic) results with PEREA-1.0 ranked first above the human baseline
Intelligence Test (VisuLogic) — PEREA-1.0 leads at 52.8, surpassing the human baseline (51.4).

Not just performant, but also cost-efficient.

Cost Efficiency by Model — PEREA delivers far more accuracy per dollar than frontier models

What we offer?

From an instant web chat to production APIs and bespoke compression — put PEREA to work your way.

Document Analyst

Leverage PEREA's powerful visual reasoning to intelligently understand and analyze documents packed with complex charts and tables.

Try it now →

PEREA API

Bring PEREA's visual reasoning into your own product with a simple, scalable API built for developers.

Try it now →

Compression API

We focalize and compress your SoTA models for target hardware — extreme compression rate with trivial performance drop.

Try it now →
Research

ZipMind Research

Introductions to the technology and products behind the Silicon Brain.

Foka
Foka

Introducing Foka

Focalized model compression for faster, smaller, and more energy-efficient AI — up to 98% lower energy, 81% lower memory, and 3× Llama-3-8B speed-up.

2026 / 07 / 21
Towards the Silicon Brain
PEREA

Introducing PEREA-1.0

A neuro-symbolic foundation model for visual reasoning — surpassing humans on VisuLogic, ranking top-3 on CharXiv, with superior cost efficiency.

2026 / 07 / 20
← Research
PEREA

Introducing PEREA-1.0

A neuro-symbolic foundation model for visual reasoning

ZipMind Research 2026 / 07 / 20