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What is Microsoft-Decision-1?

Microsoft-Decision-1 is a highly effective decision-scoring model specifically designed for structured outputs, allowing software systems to take swift actions. This innovative model supports a range of functionalities including routing, classification, prioritization, verification, and workflow management, applicable across various applications, agents, and automated systems. Developed through post-training of Qwen3.5-9B, it excels in single-pass decision scoring and delivers calibrated probabilities for a defined set of response choices. The model is adept at addressing yes/no inquiries, multiple-choice situations, rating scales, and rubric-based assessments of AI-generated outputs and agent performances via a structured API. Comprehensive evaluations carried out by Microsoft across 36 benchmarks covering routing, ranking, long-context understanding, multilingual functions, and tasks outside conventional distributions demonstrate that it achieved top accuracy levels with impressively low latency. Additionally, the model places a strong emphasis on robustness, with extensive testing conducted to ensure decision-making stability even when prompts undergo rephrasing or modifications. This commitment to stability highlights its potential for delivering reliable performance in diverse real-world scenarios, making it a versatile tool for various industries.

What is Examino?

Examino is a groundbreaking AI-driven essay grading platform that streamlines the assessment process for teachers. Leveraging smartphone cameras, the system can convert both handwritten and typed submissions from students into digital formats, accommodating various elements like diagrams, equations, and graphs. The advanced AI technology rigorously assesses student responses, delivering objective grades in accordance with predefined rubrics and reducing the risk of biases. Supporting over 25 different subjects across 15 educational levels, including math, literature, and the sciences, Examino efficiently processes a wide range of formats, from written texts to calculations and illustrations. Educators can effortlessly import PDFs, set grading criteria, and review the precision of AI-generated grades. Furthermore, the platform offers detailed performance analytics, simplifies the export of grades to educational management systems, and can handle an unlimited number of classes and subjects. By providing valuable insights into overall class performance, Examino empowers educators to refine their teaching techniques while ensuring uniform evaluation standards, ultimately improving the learning experience for both instructors and students. This innovative solution is transforming the landscape of educational assessment as it combines technology with pedagogy.

Media

Media

No images available

Integrations Supported

Microsoft Foundry
OpenRouter
Qwen3.5

Integrations Supported

API Availability

Has API

API Availability

Pricing Information

$0.042 per 1M tokens

Pricing Information

$6.90/month
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Webinars

Company Facts

Organization Name

Microsoft

Date Founded

1975

Company Location

United States

Company Website

commandline.microsoft.com/microsoft-decision-1-model-foundry/

Company Facts

Organization Name

Examino

Date Founded

2024

Company Location

France

Company Website

examino.ai/en

Categories and Features

AI Decision Models

Not specified

Categories and Features

AI Education

Not specified

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