How to Choose the Right Models for Your Apps | Azure AI
With more than 1700 models to choose from on Azure, selecting the right one is key to enabling the right capabilities, at the right price point, and with the right protections in place. That's where the Azure AI model catalog and model benchmarks can help.
With Azure AI, you can seamlessly integrate powerful GenAI models into your app development process, making your applications smarter, more efficient, and highly scalable. Access a vast selection of AI models, from sophisticated large language models to efficient small models that can run offline.
Matt McSpirit, Microsoft Azure expert, shows how to compare and select the right AI model for your specific needs. Azure AI's model benchmarks evaluate models on accuracy, coherence, groundedness, fluency, relevance, and similarity. Experiment with different models in Azure AI Studio or your preferred coding environment, and optimize costs with serverless pricing options.
► QUICK LINKS:
00:00 - Build GenAI powered apps
00:53 - Model choice
02:11 - Use your environments of choice
02:44 - Choose the right AI model
05:28 - Compare models
08:04 - Wrap up
► Link References
Get started at https://ai.azure.com
See data, privacy, and security for use of models at https://aka.ms/AzureAImodelcontrols
► Unfamiliar with Microsoft Mechanics?
As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft.
• Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries
• Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog
• Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast
► Keep getting this insider knowledge, join us on social:
• Follow us on Twitter: https://twitter.com/MSFTMechanics
• Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics
• Enjoy us on Instagram: https://www.instagram.com/msftmechanics
• Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics
Published on:
Learn more
Made for tech enthusiasts and IT professionals. Expanded coverage of your favorite technologies across Microsoft; including Office, Azure, Windows and Data Platforms. We'll even bring you broader topics such as device innovation with Surface, machine learning, and predictive analytics.
Related posts
Copilot Studio – Environment-level agent telemetry export to Azure Application Insights (Preview)
We are announcing the ability for administrators to export Copilot Studio agent telemetry at the environment level to Azure Application Insigh...
See our new Azure Cosmos DB Design Patterns
Design patterns are where good data modeling lives or dies. In a NoSQL database like Azure Cosmos DB, the difference between a schema that sca...
Need a different partition key in Azure Cosmos DB? Pick the right approach
Once you create a container, its partition key is fixed at creation, and you can’t change it in place. However, if your original key starts ca...
Azure SDK Release (June 2026)
Azure SDK releases every month. In this post, you'll find this month's highlights and release notes. The post Azure SDK Release (June 2026) ap...
Fundamentals of Azure DevOps with SQL projects
Building automated pipelines with your SQL database projects enables you to build a rich CI/CD ecosystem to ensure that your application is be...
Upcoming Change: NTLM Removal in Git (libcurl) – Impact to Azure DevOps Server Customers
Overview In September 2026, NTLM support will be removed from libcurl, which is used by Git for HTTP(S) operations. As a result, Git operation...
What’s new across Microsoft SQL in 2026 so far (SQL Server, Azure SQL, and SQL database in Fabric)
We’re halfway through 2026, and Microsoft SQL has not slowed down. Since SQLCon/FabCon in March (where we released a ton of things, and those ...
Power Automate Flow — HTTP Trigger to Azure OpenAI
Build the secure Power Automate HTTP trigger flow that receives free text from the portal, calls Azure OpenAI using your smart-form-extract de...
Spring AI 2.0 is GA: Vector Search, Memory, and Agents on Azure Cosmos DB
The wait is over. Spring AI 2.0 is generally available, and Azure Cosmos DB is right there with it. With this release, Spring AI graduates int...