IBM watsonx.data Alternatives (September 2025)

IBM Db2 is the database to run your mission-critical workloads. Power low-latency transactions and real-time analytics across any cloud, hybrid or on-prem.

IBM Cloud Pak for Data is a modular set of integrated software components for data analysis, organization and management.

IBM Netezza Performance Server is a data warehouse for demanding hybrid-cloud environments available as SaaS and for self-hosting through IBM Cloud Pak for Data System.

IBM Watson Studio is an IDE to build, run and manage AI models. It is available as SaaS or for self-hosting as part of IBM Cloud Pak for Data.

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.

IBM Watson Discovery is an API to search and answer questions about business documents using custom NLP and Large Language Models from IBM Research. It is available as SaaS or for self-hosting within IBM Cloud Pak for Data.

Build responsible, transparent and explainable AI workflows with watsonx.governance.

Simplify data governance, risk management and regulatory compliance with IBM OpenPages — a highly scalable, AI-powered, and unified GRC platform.

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.

IBM watsonx Code Assistant is a solution that leverages generative AI to accelerate code generation and increase developer productivity.

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

For more than a century, IBM has been a global technology innovator, leading advances in AI, automation and hybrid cloud solutions that help businesses grow.

For more than a century, IBM has been a global technology innovator, leading advances in AI, automation and hybrid cloud solutions that help businesses grow.

Connect apps, services and data with the IBM Cloud Pak for Integration platform, the most comprehensive integration software solution.

Cognos Analytics is your trusted AI co-pilot for smarter analytics and confident decisions.

IBM Informix is an embeddable, high-performance database for integrating SQL, NoSQL, JSON, time-series and spatial data. It is available as a managed service on IBM Cloud, as standalone software, and within IBM Cloud Pak for Data.

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

IBM Turbonomic software uses AI to optimize the performance, cost and compliance of hybrid cloud and multicloud environments.

IBM DataStage is a data integration tool that offers a visual interface for designing, developing and deploying data pipelines.

IBM watsonx Assistant provides customers with fast, consistent and accurate answers across any application, device or channel.

IBM Storage Suite for IBM Cloud Paks delivers secure persistent storage resources for your Kubernetes and Red Hat OpenShift container environments.

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.

IBM SPSS Modeler provides predictive analytics to help you uncover data patterns, gain predictive accuracy and improve decision making.

Rapidly create and deploy models for complex applications with VMware Tanzu Greenplum. Learn more about how to scale your enterprise analytics here.

IBM InfoSphere Information Governance Catalog can help you turn your data into trusted, meaningful information.

Harness AI with Oracle Database 23ai to power app development and critical workloads, enhancing your data operations for free.

Discover data and metadata in seconds and develop data products and analytics that drive your business.

IBM Knowledge Catalog is software to manage and curate data, knowledge assets and their relationships. It is available as managed SaaS or within IBM Cloud Pak for Data.

IBM Edge Computing, combined with 5G, is helping create new business opportunities across industries by acting on insights closer to where data is created.

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

Aiven simplifies cloud data infrastructure management by deploying open-source technologies across multiple clouds, enabling fast and confident creation of next-generation applications.

Aiven simplifies cloud data infrastructure management by deploying open-source technologies across multiple clouds, enabling fast and confident creation of next-generation applications.

Teradata delivers harmonized data and trusted AI to the world’s largest enterprises.

IBM Power servers accelerate big data insights and hybrid cloud deployment with an open server ecosystem.

Teradata delivers harmonized data and trusted AI to the world’s largest enterprises.

IBM Cloud Pak for Business Automation is a modular set of integrated software components for operations management and automation.

See how a managed cloud services approach helps mitigate potential tension between traditional IT management and DevOps culture.

Store, manage, and simplify all your unstructured data and hybrid workflows in one platform, anywhere - at the edge, in the core, or in any cloud.

Empower software engineers to prepare and deliver the most complex application data for analytics & AI, in minutes! Enjoy the cost savings and scale of a cloud-native Lakehouse, without the engineering pain.

IBM Z mainframe servers and software deliver secure, reliable, and fast IT infrastructure for digital transformation.

IBM InfoSphere Optim enables you to manage data from requirements through retirement to improve business agility, while reducing costs.

IBM App Connect is application integration software that connects applications and data sources. It features a no-code interface with hundreds of prebuilt connectors, plus the ability to create custom connectors. It can be deployed on-premises, on any cloud, or as a fully managed service on AWS.

Stream live, and manage recorded video content. Cloud streaming platform for video hosting, transcoding, multi-platform playout, and analytics.

Explore the world's fastest database and analytics platform. Data-driven organizations choose KX for faster, more confident decision making.

IBM InfoSphere Master Data Management is master data management software to consolidate and govern business data. It is available for self-hosting, as managed SaaS, and in IBM Cloud Pak for Data.

Open. Flexible. Built to adapt to your team’s AI needs. DataRobot brings all your generative and predictive workflows together into one powerful platform. Quickly deliver AI that your business needs,, govern all your assets, and tap into world-class AI experts.

IBM Cloud Object Storage is a scalable and resilient managed data service on IBM Cloud, offering an alternative to block and file storage.

Look to Informatica’s AI-powered Intelligent Data Management Cloud for a full range of innovative solutions to your company’s data challenges.

IBM Planning Analytics is business performance management software with planning, forecasting and reporting features.

Incorta is an open data delivery platform used for acquiring, processing, analyzing and presenting decision-ready data. Start exploring today!

The world’s first data computing platform designed to serve as the foundation for AI-automated discovery.

An enterprise-grade data integration platform built around data-products, making it easy and fast for Analytics and AI users to get ready-to-use data

Cloudian provides exabyte-scale storage for your capacity-intensive workloads: S3-compatible storage for on-prem, hybrid cloud, and multi-cloud.

InterSystems IRIS is a database management system (DBMS) that makes it easier to build machine learning-enabled applications that connect data and application silos.

Optimize, modernize and cloud-enable your WebSphere applications and operations to increase efficiency while reducing costs and maximizing infrastructure utilization.

IBM Databand is observability software for data pipelines and warehouses. It automatically collects metadata to build historical baselines, detect anomalies and triage alerts to remediate data quality issues.

Services from IBM works with the world’s leading companies to reimagine and reinvent their business through technology.

MongoDB Atlas is the only multi-cloud developer data platform that accelerates and simplifies how you build with data. Get started for free today!

Trusted cloud-based business network to streamline, automate and fully digitize B2B transitions, augmenting the power of EDI with API capabilities.

Designed for applications, analytics and AI, SingleStore is the world's only real-time data platform to read, write and reason on petabyte-scale data in a few milliseconds.

IBM Cloud Pak for Network Automation is an AI-powered network automation platform for CSPs to evolve to zero-touch operations and deliver services fast.

A comprehensive decision automation solution that helps discover, capture, analyze, automate and govern rules-based decisions on premises or on the cloud.

IBM Cloudant is a fully managed JSON document database that offers independent serverless scaling of provisioned throughput capacity and storage. Cloudant is compatible with Apache CouchDB and accessible through a simple to use HTTPS API for web, mobile, and IoT applications.

Cloudera Operational Database is a cloud-native service that speeds up, automates, and simplifies the development and deployment of mission-critical applications.

RightData provides cutting-edge data solutions for businesses of all sizes. Optimize your raw data with our advanced data products platform powered by generative AI.

Drive Digital Transformation with SCIKIQ’s generative AI, data hub, and data lakehouse solutions. Build together with our Data engineering and Data science team, experience seamless data integration, data transformation and Data Governance with best in the world Data quality, Data lineage and Semantics.

Generate synthetic data, manage data, improve data quality, and build the best datasets for your AI projects with the YData Fabric platform.

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.

IBM Cloud for VMware Solutions is hosting for VMware workloads. Configurations range from self-managed to fully IBM-managed on single- or multi-tenant IBM Cloud servers.

IBM Business Automation Workflow helps you automate your digital workflows to increase productivity, efficiency and insights — on premises or on cloud.

Build, train, deploy and scale AI models and intelligent applications on a resilient and sustainable cloud ecosystem.

Explore Airbyte, your go-to data integration platform and ELT tool. Seamlessly integrate, transform, and load data with our powerful, user-friendly solution.

Experience 10X the Deep Learning performance with NVIDIA DGX-2. Build your own private enterprise-grade AI cloud with virtualization support.

Empower decisions with IBM SPSS Statistics. Harness advanced analytics tools for impactful insights. Explore SPSS features for precision analysis.

Dataplex is an intelligent data fabric that unifies distributed data and automates data management and governance to power analytics at scale.

Optimize your storage infrastructure using this cloud-based storage management and support platform with predictive analytics.

The right hybrid cloud strategy is powered by server solutions that enable workload mobility across your infrastructure

ThoughtSpot is the AI-Powered Analytics platform that empowers everyone to ask any data questions in natural language, get accurate answers, and take action.

Bring AI-native applications to life with less hallucination, data leakage, and vendor lock-in

Watson Natural Language Understanding is an API uses machine learning to extract meaning and metadata from unstructured text data. Is is available as a managed service or for self-hosting.

Turn a world of disruption into opportunity with intelligent data infrastructure from NetApp. Realize seamless flexibility—any data, any workload, any environment—with the only enterprise-grade storage service embedded in the world’s biggest clouds.

AI for business. An AI assistant that redefines how business users interact with data. Secure, priva

Democratize AI innovation with the world’s most trusted open ecosystem for data science and AI development.

IBM Cloud Kubernetes Service enables the orchestration of intelligent scheduling, self-healing and horizontal scaling.

NAZAR.AI mission is to tackle‍ inefficiencies in databases. We've helped to fix thousands of database performance issues. The manner in which databases manage system load directly influences costs and outcomes. When properly utilized, databases can work wonders. We're here to support you.

Keboola: All-in-one data platform, 700+ integrations, AI tools. Empower your teams with self-serviced data reports. Start your free project today.

Learn about 3PAR StoreServ, AI-powered to deliver enterprise class, Tier-1 all-flash array data storage solutions that provide unmatched agility and efficiency.

IBM Instana Observability is the gold standard of incident prevention with automated full-stack visibility, 1-second granularity and 3-seconds to notify.

Dataiku is the world’s leading platform for Everyday AI, systemizing the use of data for exceptional business results.

Watson IoT Platform home page

Learn about SAP Datasphere, a comprehensive data service that enables every data professional to deliver seamless and scalable access to mission-critical business data for more impactful decision-making.

Go beyond data observability, to AI-powered actionability for optimization and automated governance.

IBM Maximo Application Suite is a set of applications for asset monitoring, management, predictive maintenance and reliability planning. It’s available as managed SaaS or deployable in any Red Hat OpenShift environment.

Weights & Biases is the leading AI developer platform to train and fine-tune models, manage models from experimentation to production, and track and evaluate GenAI applications powered by LLMs.

Connect data assets and transform them into critical business insights with the SAP Data Intelligence Cloud service.

hc1 Insights helps labs extend their capabilities by empowering them to leverage the insights within their own data to optimize operations, engage with providers and inform testing and treatment decisions.

DataEQ structures & analyses online customer conversations using human & AI to optimise customer service, CX, manage risk & improve regulatory reporting.

IBM LinuxONE is an enterprise-grade Linux server that brings together IBM’s experience is building Z mainframe systems with the openness of the Linux operating system.

Adverity is the fully-integrated data platform for businesses to easily automate the connectivity, transformation, and governance of data at scale.