Azure Data Lake Analytics Alternatives (September 2025)

Store data of any size, shape, and speed with Azure Data Lake. Power your big data analytics, develop massively parallel programs, and scale with future growth.

Azure Synapse Analytics is a limitless analytics service that brings together enterprise SQL data warehousing and big data analytics services.

Get HDInsight, an open-source analytics service that runs Hadoop, Spark, Kafka, and more. Integrate HDInsight with big data processing by Azure for even more insights.

Built on the proven analytical engine in Microsoft SQL Server Analysis Services, Azure Analysis Services delivers enterprise-grade data modeling in the cloud.

Discover Azure Data Factory, the easiest cloud-based hybrid data integration service and solution at an enterprise scale. Build data factories without the need to code.

Learn about Azure Batch, a Microsoft cloud computing service for running large-scale parallel and batch compute jobs.

Azure Blob storage provides scalable, cost-efficient object storage in the cloud. Store and access unstructured data for your most demanding workloads.

Get more value from your enterprise data assets with Azure Data Catalog. Spend less time looking for data and more time getting value from it. Get started today.

This article provides an introduction to Spark in HDInsight and the different scenarios in which you can use Spark cluster in HDInsight.

Build apps faster and scale automatically on Azure SQL Database, the intelligent, fully managed relational cloud database.

Get more value from your data with Microsoft Fabric—an AI-powered analytics platform that unites your data and services, including data science and data lakes.

Create event-driven, scalable serverless applications in .NET, Node.js, Python, Java, or PowerShell with the Azure Functions app— a serverless computing service.

Azure Cosmos DB is a fully managed NoSQL and relational database for modern app development. Start building applications with a free trial.

Learn about Azure Event Hubs, a managed service that can ingest and process massive data streams from websites, apps, or devices.

Azure Table storage provides a NoSQL key-value store for rapid development using massive semi-structured datasets. Get started today.

Run complex, performance-intensive and latency-sensitive applications in the cloud—without any code change.

For assessment and data migration software, choose Azure Database Migration Service for moving on-premises SQL Server and Oracle databases to the cloud.

Migrate and build apps. Azure App Service is a fully managed platform for creating web applications. The app service offers a range of app development plans and services.

Build machine learning models in a simplified way with machine learning platforms from Azure. Machine learning as a service increases accessibility and efficiency.

Learn about Azure Cloud Services, which helps you deploy and scale powerful cloud applications and APIs. Supports Java, Node.js, PHP, Python, .NET, and more.

Try Azure Database for PostgreSQL to build reliable and intelligent applications for your organization. Explore open-source PostgreSQL database.

Reach wider audiences on the devices they use with cloud video streaming, encoding, and indexing services from Azure Media Services.

With a Data Intelligence Engine that understands your data’s uniqueness, the Databricks Platform allows you to infuse AI into every facet of your business.

Invent with purpose, realize cost savings, and make your organization more efficient with Microsoft Azure’s open and flexible cloud computing platform.

Learn about high-performance block storage for Azure Virtual Machines. Explore cost-effective options with cloud Ultra, SSD, and HDD disks.

Azure Lab Services provides secure, sharable virtual labs in the cloud with on-demand or scheduled access to preconfigured virtual machines.

Azure Archive Storage provides a low cost means of delivering durable, highly available, secure cloud storage and data management for rarely accessed data.

Azure OpenAI Service offers industry-leading coding and language AI models that you can fine-tune to your specific needs for a variety of use cases.

Learn about Azure Automation, a cloud automation service for process automating those long-running, error-prone, frequently repeated tasks with Windows PowerShell.

Easily manage your Azure storage accounts in the cloud, from Windows, macOS, or Linux, using Azure Storage Explorer.

Get 10 free parallel jobs for cloud-based CI/CD pipelines for Linux, macOS, and Windows. Automate builds and easily deploy to any cloud with Azure Pipelines.

Azure API Apps give you the tools to develop, host, secure, and share REST APIs in your organization or with the world.

Try Azure File Storage for managed file shares that use standard SMB 3.0 protocol. Share data with on-premises and cloud servers, integrate with apps, and more.

Build, debug, deploy, and manage cloud applications—using any platform or language—with Azure development tools, including Visual Studio.

Azure API Management offers a scalable, multi-cloud API management platform for securing, publishing, and analyzing APIs.

Gain end-to-end observability into your applications, infrastructure, and network both on cloud and hybrid environments with Azure Monitor.

At Build, we announced the latest update of Azure IoT Remote Monitoring, a solution accelerator that is fully operational right out of the box.

Qubole is the open data lake company . Open, simple and secure data lakes for machine learning, streaming analytics, data exploration, and ad-hoc analytics.

Get started today with Azure Premium Storage for low latency and high throughput storage suitable for I/O intensive applications.

Build Linux and Windows virtual machines (VMs) and save up to 80 percent with Azure Reserved Virtual Machine Instances and Azure Hybrid Benefit for Windows Server.

The Unified Data Lakehouse Platform for Self-Service Analytics and AI. Dremio provides the fastest SQL engine with the best price-performance for Apache Iceberg

Azure Service Fabric is a distributed systems platform that makes it easy to package, deploy, and manage scalable and reliable microservices and containers.

Amazon EMR is a cloud big data platform for running large-scale distributed data processing jobs, interactive SQL queries, and machine learning applications using open-source analytics frameworks such as Apache Spark, Apache Hive, and Presto.

Learn about changes, improvements, and features in Azure Time Series Insights Gen2.

Lower TCO. Migrate SQL Server workloads to the cloud to get the HA/DR and security of SQL Server combined with the flexibility and hybrid connectivity of Azure.

Learn how Azure Stack brings the agility of cloud computing to your on-premises environment.

Run application containers in the cloud with a single command. Get started in seconds and lower your infrastructure costs with per-second billing.

Create Maven, npm, and NuGet package feeds from public and private sources. Share code, get security compliance, and add package sharing to pipelines.

Snowflake enables organizations to learn, build, and connect with their data-driven peers. Collaborate, build data apps & power diverse workloads in the AI Data Cloud.

Embed stunning, fully-interactive reports into your apps without building controls from the ground up with Microsoft Power BI Embedded.

Protect your data with Azure Sphere, a turnkey IoT device security and IoT platform solution for intelligent edge devices and microcontrollers.

Download and install the Azure SDKs and Azure PowerShell and command-line tools for management and deployment.

Learn how Azure App Service helps you develop and host web applications.

Protect against ransomware with a centralized cloud backup service and solution.

A browser-based shell experience in the cloud that’s maintained by Microsoft to manage Azure resources with popular command-line tools and programming languages

Manage billions of IoT devices with Azure IoT Hub, a cloud platform that lets you easily connect, monitor, provision, and configure IoT devices.

Build, manage, and monitor all your apps in Microsoft Azure Portal. A single, unified hub built for you, your team, and your projects.

Azure Quantum is a Microsoft Azure service that you can use to run quantum computing programs problems in the cloud.

Make autoscaling your VMs easier with Azure Virtual Machine Scale Sets. Run thousands of virtual machines in minutes based on customizable metrics.

With Azure SignalR Service, adding real-time communications to your web application is as simple as provisioning a service.

Amazon Redshift is a fast, fully managed cloud data warehouse that makes it simple and cost-effective to analyze all your data.

Amazon Athena is a serverless, interactive analytics service that provides a simplified and flexible way to analyze petabytes of data where it lives.

Protect, monitor, and report on your Azure Virtual Network resources using Azure Firewall, a cloud-native network security and analytics solution.

Build real-world Web3 applications using Azure, Web3 developer tools, and security services.

Use Azure Arc solutions for hybrid and multi-cloud management to run Azure services anywhere. Accelerate innovation with Azure Arc–enabled data services.

<p>by Angela Guess According to a recent press release, “Accelerite, a provider of infrastructure software for digital transformation, today announced ShareInsights 2.0, an end-to-end, self-service big data analytics platform. Unlike other solutions, ShareInsights unifies the big data analytics stack, enabling data preparation (ETL), OLAP, visualization and collaboration — all via a single interface — giving […]</p>

Connect cloud intelligence to your edge devices with Azure IoT Edge, a comprehensive service that deploys artificial intelligence and custom logic to IoT devices.

Learn about how Azure confidential computing protects data in use and learn ways to build confidential workloads in the cloud.

Learn more about AI Personalizer, part of Microsoft Azure Cognitive Services—an AI personalization solution that improves user engagement by delivering relevant experiences.

NoSQL Database can be run in the cloud or on-premises for applications that require either flexible data models, workloads, demanding predictable, lighting fast access to data or easy to use APIs.

Learn about Azure Notification Hubs. Send push notifications to iOS, Android, Windows, or Kindle from any backend. Easier mobile app development.

Learn how Azure Backup and Azure Site Recovery integrate to provide an end-to-end backup and disaster recovery solution with unlimited scale.

Learn how to use Azure StorSimple, an integrated storage solution that manages storage tasks between on-premises devices and Azure cloud storage.

Firebolt is a complete redesign of the cloud data warehouse for the era of cloud and data lakes. Data warehousing with extreme speed & elasticity at scale.

Overview of how to deploy SAP HANA on Azure (Large Instances).

Cloudera delivers a hybrid data platform with secure data management and portable cloud-native data analytics.

Vertica provides a best-in-class, unified analytics platform that will forever be independent from underlying infrastructure.

Make Big Data your biggest ally with SAP IQ software, our extreme-scale relational database management system (RDBMS).

The custom vision API from Microsoft Azure learns to recognize specific content in imagery and becomes smarter with training and time. Read on to learn more.

Simplify how you manage your app resources with Azure Resource Manager. Deploy resources together, categorize them for easy billing, and enable access control.

Custom software solutions: web applications, backend systems & enterprise applications. Scala, Java, Big Data, Machine Learning, Blockchain.

Transform your business with the leading real-time analytics solution, trusted at scale, from the creators of Apache Pinot.

Simplify your datacenter and IT management for increased agility and performance with Microsoft System Center 2022.

AWS certified developer. Custom nodejs developer. Custom python programmer. Snowflake and Redshift developer.

Rich reusable library of data preparation capabilities and analytics models across sales, marketing, payer, patient, and trade domains.

Discover why CluedIn is the preferred choice for organizations that need to deliver high quality data, fast, on Microsoft Azure.

Amazon Kinesis Data Analytics helps you easily build Apache Flink apps, streaming Java apps, and real-time SQL queries to get real-time analytics, clickstream analytics, log analytics, event analytics, and iot analytics.

AuraQuantic is an all-in-one platform for process automation and limitless application development with the security of Microsoft Azure.

A new open source Apache Hadoop ecosystem project, Apache Kudu completes Hadoop's storage layer to enable fast analytics on fast data

Apex is an enterprise grade native YARN big data-in-motion platform that unifies stream processing as well as batch processing.

Automates data management, save time, cost, risk. Ultrafast prototyping, 10x faster results. Streamlined data management on Azure SQL DB, Azure DWH, MS SQL.

Azure Kubernetes Service (AKS) is a managed Kubernetes service with hardened security and fast delivery. Deploy and manage containerized applications with AKS.

NSA-grade privacy, security, governance, and data management system for Azure. Control access to health data at scale.

Easily manage and analyze data with Panoply, the easiest cloud data platform. Try Panoply's no-code data warehouse for free & connect your data in minutes.

Mode is a collaborative data platform that combines SQL, R, Python, and visual analytics in one place. Connect, analyze, and share, faster.

BDRSuite provides the simplest yet efficient Backup and Recovery solution for VMware, Hyper-V, and Physical Servers, for all types of businesses.

Confluent makes it easy to connect your apps, data systems, and entire business with secure, scalable, fully managed Kafka and real-time data streaming, processing, and analytics.

Turn data into insights with Sigma Computing, a cloud-based Business Intelligence (BI) platform. Elevate business decisions by analyzing data at scale for opportunities.

Microsoft Sentinel is a cloud-native SIEM that provides intelligent security analytics for your entire enterprise, powered by AI.