Microsoft-Decision-1Microsoft
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Related Products
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About
Microsoft-Decision-1 is a fast decision-scoring model built for structured outputs that software can immediately act on. It is designed for routing, classification, prioritization, verification, and workflow control across applications, agents, and automated systems. The model is post-trained from Qwen3.5-9B for single-pass decision scoring and, when given a fixed set of answer options, returns a calibrated probability for each one. It supports yes/no, multiple-choice, rating, and rubric-based grading of AI responses and agent actions through a structured API. Microsoft evaluated the model across 36 benchmarks covering routing, ranking, long context, multilingual and out-of-distribution tasks, reasoning, and safety, and reports that it achieved the highest accuracy in that comparison while also delivering very low latency. The model is also designed for robustness, with testing focused on keeping decisions stable when prompts are paraphrased.
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About
Vynaris gives teams powerful hosted uncensored models for authorized security testing, red-teaming, and research. Qwen3.8-27B, DeepSeek-V4-Flash-0731, and Qwen3.6-35B-A3B are available through an OpenAI-compatible API with published token rates and no prompt or output retention for these hosted models. Vynaris also routes requests across a broader model catalog and shows transparent per-request cost receipts, so applications can switch with a base URL change and inspect the cost of individual requests.
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
AI engineering teams and developers seeking to make fast, calibrated routing, classification, scoring, verification, and workflow decisions inside applications and agentic systems
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Audience
Security researchers, red teams and developers who need hosted uncensored models or an OpenAI-compatible LLM gateway
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Not Supported
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API
Offers API
Supported
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API
Offers API
Not Supported
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Screenshots and Videos |
Screenshots and VideosNo images available
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Pricing
$0.042 per 1M tokens
Free Version
Not Supported
Free Trial
Not Supported
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Pricing
$5 minimum credit top-up
Free Version
Not Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Training
Documentation
Not Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationMicrosoft
Founded: 1975
United States
commandline.microsoft.com/microsoft-decision-1-model-foundry/
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Company InformationVynaris
Founded: 2025
United Kingdom
vynaris.com
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Categories |
Categories |
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Integrations
Microsoft Foundry
Supported
OpenRouter
Supported
Qwen3.5
Supported
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Integrations
Microsoft Foundry
Not Supported
OpenRouter
Not Supported
Qwen3.5
Not Supported
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