How JSON Indexes Turbocharge SQL Server 2025 Workloads
Discover how SQL Server 2025's native JSON indexes accelerate semi-structured data queries.
Read More →Microsoft SQL Server 2025 is officially released with groundbreaking improvements. Standard Edition now supports up to 32 CPU cores and 256GB RAM, making it more powerful than ever. Discover what's new, what's changed, and when you should upgrade.
prmInfotech Team
Database & Infrastructure Experts
Today marks the official release of Microsoft SQL Server 2025. This major release brings significant improvements across all editions, with particularly exciting news for Standard Edition users. The feature differences between 2025 Enterprise and Standard have been revealed, and the news for Standard Edition is spectacular: it now supports up to 32 CPU cores and 256GB RAM! This article explores the key features, improvements, breaking changes, and provides guidance on when to upgrade.
The most significant news for many organizations is the massive improvement to Standard Edition. Previously limited to much lower resource allocations, SQL Server 2025 Standard Edition now supports:
Standard Edition can now utilize up to 32 CPU cores, a substantial increase that makes it viable for many more enterprise workloads.
With support for up to 256GB of RAM, Standard Edition can handle significantly larger databases and more concurrent users.
Express Edition now supports up to 50GB per database, although it's still capped at a single CPU core. This makes it more suitable for small applications and development environments.
Web Edition is no longer available in SQL Server 2025. Organizations using Web Edition will need to migrate to Standard or Enterprise Edition.
A new Standard Developer edition mimics the behavior and limitations of Standard Edition, perfect for development and testing environments where you need to match production constraints.
If your TempDB runs out of space, you'll love Resource Governor's new ability to cap space usage for workload groups (or everybody altogether). This should be a part of everybody's standard builds for 2025 servers.
SQL Server 2025 continues upon every release's investments in columnstore indexes, with a bunch of improvements to make management easier on ordered indexes. In early tests with clients, we've seen massive improvements in easier, faster, more online maintenance that we simply couldn't do before.
More operations can now be performed online, reducing downtime and improving availability for critical systems.
Index rebuild operations are significantly faster, especially for large tables with ordered columnstore indexes.
If you're storing and querying JSON, either in NVARCHAR(MAX) columns or 2025's new JSON data type, there's a new JSON_CONTAINS search function, which in many cases is quite sargable with the new JSON indexes.
Important Note
JSON indexes should only be used when you can't predict which columns you need to index. When possible, index them with computed columns instead for better performance and predictability.
If you're doing AI projects, the most interesting piece is the ability to call things like ChatGPT using the new sp_invoke_external_rest_endpoint. This opens up exciting possibilities for integrating AI capabilities directly into your database workflows.
SQL Server 2025 introduces a new vector data type, vector functions, and vector search capabilities for AI workloads.
Call Azure OpenAI services, integrate with external AI APIs, and perform vector similarity searches for recommendation systems and semantic search.
Adoption Note
Vector features may see adoption rates similar to spatial data and graph data—useful for specific scenarios but not universally adopted. Focus on REST endpoint integration for broader AI use cases.
If you're into regular expressions, they're now built in, so you don't have to install third-party tools for it anymore. However, test your queries first—we've seen horrific performance in some cases.
Performance Warning
SQL Server doesn't have any magic secret sauce to make your convoluted search conditions sargable, and string processing has never been SQL Server's strong point. This feature is like cursors—there will be very specific places where it makes sense, usually in one-off utility queries, not the kind of thing you want to put in front of end users.
If you struggle with lock escalations and multiple writers, enable the new Optimized Locking feature in conjunction with Accelerated Database Recovery. You can have millions of rows involved in write locks, and you still won't see lock escalation.
Handle millions of rows without escalation
Improved performance for multiple writers
Works with Accelerated Database Recovery
SQL Server versions rarely get big breaking changes, and this release is no exception. However, 2025 does have several breaking changes focused around secure connectivity between services and servers. SQL Server 2025 adopts TDS 8.0 support with TLS 1.3, which breaks some linked servers and replication setups.
Several features have been removed or deprecated, including:
SQL Server 2025 is different from previous releases. We think you should adopt it sooner rather than later, especially for development environments.
Put SQL Server 2025 into your development environments sooner rather than later. Initially, keep the databases in the older compatibility level, and warn developers not to use any new data types, functions, or T-SQL capabilities from 2025 until you've got confidence that you can run 2025 in production.
Hold back until your vendors agree that SQL Server 2025 is one of their supported platforms. Yes, in terms of what the apps feel, 2025 will probably behave identically to prior versions as long as the compatibility level is set to a level the vendor supports. However, you don't want to be the one who gets blamed when the vendor says, "Sorry, you're running a version of SQL Server that we don't support."
SQL Server 2025 represents a significant milestone, especially for Standard Edition users who now have access to enterprise-level resource capabilities. The combination of improved performance, new features, and better resource management makes this release compelling for many organizations.
Key takeaways: Standard Edition's massive resource increase makes it viable for many more workloads, Resource Governor is now available in Standard Edition, and the new features like JSON indexing, AI integration, and Optimized Locking provide powerful capabilities. Start planning your upgrade path now, beginning with development environments and gradually moving to production as you gain confidence and vendor support.
Let our database experts help you plan your SQL Server 2025 upgrade, optimize performance, and leverage the new features for your organization.
Discover how SQL Server 2025's native JSON indexes accelerate semi-structured data queries.
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