CHOOSELY
Foundry Ticket Classification And Routing
Strong fitUse Microsoft-Decision-1 for foundry ticket classification and routing when you want medium execution, medium ease of use, and medium output quality.
Coding & app building
Microsoft-Decision-1
By ai.azure.com
Microsoft-Decision-1 is a strong fit for foundry ticket classification and routing, with a profile optimized for advanced users who value medium ease-of-use and medium output quality.
Best for: Foundry ticket classification and routing
What it is
Microsoft's hosted text decision-scoring model returns probabilities for bounded choices, yes/no questions and rubric scores instead of prose. Its current Foundry card labels it Preview.
In Choosely terms, this sits in the coding & app building lane and is commonly selected for foundry ticket classification and routing and fixed-choice probability scoring.
Pricing
Usage-based
Check official pricingHosted, metered access. OpenRouter currently lists $0.042 per million input tokens and $0 output tokens; gateway fees are separate. Direct Foundry access uses Azure billing and deployment terms. No released Decision-1 weights or standalone free plan were established.
Basis: Usage BasedConfidence: VerifiedLast checked: October 2026
Why people pick it vs where it falls short
Why people pick it
- Typed numerical decisions from supplied state
- Supports bounded choice, yes/no and score questions
- Foundry and routed API access
Where it falls short
- Text-only hosted access; no released Decision-1 weights or explanations
- Latency, accuracy and calibration comparisons are vendor claims, not independent guarantees
- Application-defined options, thresholds and human escalation are required; not a sole consequential decision-maker
When it is a strong fit
A strong match when your main priority is foundry ticket classification and routing and you need an advanced-friendly starting point.
Useful when your team values medium ease of use and medium execution over heavier setup.
Best when medium quality matters, but you still want a practical workflow rather than a complex implementation track.
How it compares in Choosely terms
- Speed profile: Medium. This is best when you want momentum from prompt to usable output without heavy process overhead.
- Ease profile: Medium for Advanced users. You can move quickly even if this is not your full-time specialty.
- Control profile: High. Expect practical customization, but not an infinite-control architecture.
- Pricing signal: Usage-based. Good for teams balancing capability with cost sensitivity.
Tradeoff: Text-only hosted access; no released Decision-1 weights or explanations.
Best-fit use cases
Practical ways Microsoft-Decision-1 fits the current Choosely catalog profile.
Fixed Choice Probability Scoring
Strong fitUse Microsoft-Decision-1 for fixed-choice probability scoring when you want medium execution, medium ease of use, and medium output quality.
Rubric Grading Of Supplied Responses
Strong fitUse Microsoft-Decision-1 for rubric grading of supplied responses when you want medium execution, medium ease of use, and medium output quality.
Alternatives
Jev by TypeSafe AI
TypeSafe AI's hosted early-access System One model for low-latency typed choices, scores and calibrated probabilities inside software; it does not generate open-ended prose.
Choose Jev by TypeSafe AI when your primary need is high-volume classification and routing inside applications.
Cloudflare Clef
Cloudflare's Clef and Clef-flash decision-model family for typed choices, scores and probabilities from text or images through Workers AI or released weights; it does not generate free-form prose.
Choose Cloudflare Clef when your primary need is typed classification and routing in software.
Next step
Deploy in Foundry or use its decision API through a supported gateway, then test labeled text decisions, abstention thresholds and total access cost.
Related reads
FAQ
What is Microsoft-Decision-1 best for?
Microsoft-Decision-1 is best for foundry ticket classification and routing, fixed-choice probability scoring, rubric grading of supplied responses.
Is Microsoft-Decision-1 beginner-friendly?
This catalog profile lists Microsoft-Decision-1 at advanced skill level with medium ease of use.
What should I watch out for before choosing Microsoft-Decision-1?
Text-only hosted access; no released Decision-1 weights or explanations