# Patronus

> Publicly sourced profile assembled by Optimly, in the Optimly AI Brand Index. Last refreshed 2026-10-04.

- **Business Profile:** https://optimly.ai/brand/patronus
- **Dataset:** https://optimly.ai/brand/patronus.json
- **Markdown:** https://optimly.ai/brand/patronus/llms.txt
- **Official website:** https://patronus.ai
- **Slug:** patronus
- **Categories:** ai-machine-learning, developer-tools

## Overview

- **Tagline:** First Digital World Models capable of predicting and simulating agent actions in digital workflows, offering 30-40% model lift on long-horizon tasks, 1M+ world data artifacts, 85% UI/UX feature parity, and research-backed benchmarks like Lynx, which outperforms GPT-4 in hallucination detection.
Source: Brand's website (https://patronus.ai) · 2026-10-04

- **Description:** Patronus is a frontier lab focused on training the first Digital World Models. These models predict and simulate AI agent actions in digital workflows, enabling the creation of high-alpha simulations for frontier models to train on and serving as foundational infrastructure for self-adaptive worlds and continual learning.
Source: Brand's website (https://patronus.ai) · 2026-10-04

## Offerings

- **Core capabilities:**
  - Digital World Models (DWMs) for simulating AI agent actions in digital workflows; AI benchmarks and evaluation models including SpeedrunBench
  - Lynx (hallucination detection)
  - FinanceBench (LLM financial performance)
  - BLUR (agent effectiveness)
  - and GLIDER (reasoning chain evaluation).
Source: Brand's website (https://patronus.ai) · 2026-10-04

- **Pricing:** Not specified
Source: Brand's website (https://patronus.ai) · 2026-10-04

## Audience

- **Target industry:** Companies and researchers developing and deploying frontier AI models and agents; industries requiring AI for deep research, software development, customer service, product applications, and finance.
Source: Brand's website (https://patronus.ai) · 2026-10-04

## Landscape

- **Competitors:**
  - GPT-4
Source: Brand's website (https://patronus.ai) · 2026-10-04

Page last updated 2026-10-17.