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What is Patronus AI?

Patronus AI is a research lab focused on the data and simulations that frontier AI models learn from. Its main offering is a catalog of reinforcement learning environments covering software engineering, computer use, customer service, and finance, each built to reflect how real applications behave rather than idealized versions of them. Agents receive tasks inside these simulated applications and are scored with reward signals, giving AI labs a way to improve performance on long, multi-step workflows. The company is also developing Digital World Models, which predict the behavior of digital environments and allow training environments to be generated at scale instead of being built one at a time by hand. These environments and models support the post-training and evaluation of AI agents that operate in software.

What is LayerLens?

LayerLens is an independent platform aimed at assessing AI models, delivering insights on their efficacy through established benchmarks, specific prompt results, comparative analyses, and assessments that are ready for auditing across various providers. This tool allows teams to perform comparative evaluations of more than 200 AI models, leveraging clear benchmarks and standardized evaluation methods that emphasize accuracy, latency, behavior, and applicability in real-life situations. With a focus on thorough model scrutiny, LayerLens includes Spaces that help teams systematically arrange benchmarks and assessments, pinpoint task strengths, and track performance patterns in relevant environments. Additionally, the platform supports continuous evaluations by regularly reviewing model updates, prompt alterations, changes in judges, and live data traces, which enables teams to detect issues such as quality regressions, drift, hidden failures, contamination, and policy violations before they affect production environments. This commitment to transparency and collaboration allows teams to make sound, informed decisions regarding their choices in AI models. Furthermore, LayerLens actively encourages sharing of insights and best practices among users, fostering a community dedicated to enhancing AI evaluation processes.

Media

Media

Integrations Supported

Integrations Supported

AI21 Studio
Amazon Web Services (AWS)
Anthropic
Cohere
Databricks
DeepSeek
Google AI Mode
Meta AI
Microsoft 365
Mistral AI
NVIDIA AI Data Platform
OpenAI
Perplexity
Qwen

API Availability

Has API

API Availability

Pricing Information

Custom pricing based on project scope. Contact Patronus AI to discuss.

Pricing Information

Pricing not provided
Free Version

Supported Platforms

SaaS
On-Prem

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

Patronus AI

Date Founded

2023

Company Location

United States

Company Website

www.patronus.ai/

Company Facts

Organization Name

LayerLens

Company Location

United States

Company Website

stratix.layerlens.ai/

Categories and Features

Artificial Intelligence

Machine Learning
Natural Language Processing

Categories and Features

LLM Evaluation

Not specified

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