Amazon Kinesis Data Analytics Alternatives (September 2025)

Amazon Kinesis Data Streams is a fully managed, serverless data streaming service that stores and ingests various streaming data in real time at any scale.

Collect streaming data, create a real-time data pipeline, and analyze real-time video and data streams, log analytics, event analytics, and IoT analytics.

Capture, process, and store video streams & media streams for computer vision apps, smart home apps, smart city apps, and real-time video analytics.

Amazon Timestream is a fast, scalable, serverless time series database service for Internet of Things (IoT) and operational applications that helps you store and analyze time series data.

Amazon MSK is a fully managed, secure, and highly available Apache Kafka service that makes it easy to ingest and process streaming data in real time at a low cost.

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

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.

AWS IoT Analytics makes it simple to run and operationalize analytics on massive volumes of IoT data, without the cost and complexity of building an IoT analytics platform.

Unlock fast and scalable search, monitoring, and analysis for log analytics and website search by deploying and running OpenSearch and ALv2 Elasticsearch.

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

Realtime distributed OLAP datastore

Amazon QuickSight is a cloud-native, serverless, business intelligence (BI) with native machine learning (ML) integrations and usage-based pricing, allowing insights for all users.

Learn more about Amazon Keyspaces (for Apache Cassandra), a scalable, highly available, and managed Apache Cassandra compatible database service.

Amazon Neptune is a fast, fully managed database service powering graph use cases such as identity graphs, knowledge graphs, and fraud detection.

Amazon SimpleDB is a simple database storage solution that allows developers to simply store & query data items via web services requests, saving time.

AWS Ground Station is a fully managed service that lets you control satellite communications, downlink and process satellite data, and scale your satellite operations quickly, easily and cost-effectively without having to worry about building or managing your own ground station infrastructure

Amazon EventBridge is a serverless event bus that ingests data from your own apps, SaaS apps, and AWS services and routes that data to targets.

Amazon SQS fully managed message queuing makes it easy to decouple and scale microservices, distributed systems, and serverless applications.

Amazon AppFlow is an integration service that enables you to securely transfer data between SaaS applications and AWS services without code.

Amazon MemoryDB is a Redis OSS-compatible, durable, in-memory database service that delivers ultra-fast performance.

The broadest selection of relational and NoSQL purpose-built databases, fully managed, high performance, and ready to scale.

Amazon Relational Database Service (RDS) is a fully managed, open-source cloud database service that allows you to easily operate and scale your relational database of choice, including Amazon Aurora, PostgreSQL, SQL Server, and MySQL.

AWS Glue is a serverless data integration service that makes it easy to discover, prepare, integrate, and modernize the extract, transform, and load (ETL) process.

The easiest way to build and scale generative AI applications with foundation models.

Amazon GameSparks is a fully managed game backend service that manages and scales your cloud infrastructure.

Apache FlinkIntroducing a new development console that puts the full power of Apache Flink in the hands of your entire development team.

Use Amazon Managed Blockchain (AMB) to build with Scalable Blockchain Network at scale without any specialized infrastructure investment.

Amazon Web Services offers reliable, scalable, and inexpensive cloud computing services. Free to join, pay only for what you use.

Amazon Aurora is a global-scale relational database service built for the cloud with full MySQL and PostgreSQL compatibility.

AWS Clean Rooms helps companies and their partners more securely analyze and collaborate on their collective datasets without sharing or copying one another’s underlying data.

Amazon API Gateway helps you build HTTP, REST, and WebSocket APIs with a fully managed service that makes it easy to create, publish, maintain, manage, monitor, and secure APIs.

The AWS Command Line Interface (CLI) provides a unified tool to manage your AWS services directly from the command line.

AWS IoT SiteWise makes it easy to collect, organize, and analyze data from industrial equipment at scale.

Accelerate application development with 100% serverless GraphQL and Pub/Sub APIs. Get 250,000 API requests free per month for 12 months.

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.

AWS IoT lets you securely connect and manage devices, collect and analyze device data, and build and deploy solutions that drive greater business value.

AWS IoT Events lets you monitor your equipment or device fleets for failures or changes in operation, and trigger actions when such events occur.

Amazon MQ is a managed message broker service for Apache ActiveMQ and RabbitMQ that simplifies setup and operation of open-source message brokers on AWS.

AWS Batch allows developers, scientists, and engineers to efficiently process hundreds of thousands of batch and machine learning computing jobs on AWS.

Amazon SWF is a cloud process flow management application that gives developers tools to coordinate applications across multiple machines.

AWS Step Functions lets you orchestrate multiple AWS services into serverless workflows so that you can build and update applications quickly.

Amazon DocumentDB is a fast, scalable, and highly available document database that is MongoDB compatible.

AWS App Runner helps you deploy and scale from your source code or container image to a secure web application on AWS.

Real-time analytics database for instant aggregations and hybrid search. No more need for complex indexing strategies, everything is indexed automatically. Execute ad-hoc queries, perform hybrid search effortlessly, and boost developer productivity with native SQL.

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

AWS Lake Formation makes it easier to centrally govern, secure, and globally share data for analytics and machine learning.

AWS Lambda is a serverless compute service for running code without having to provision or manage servers. You pay only for the compute time you consume.

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

Amazon Personalize is an ML service that helps developers quickly build and deploy a custom recommendation engine with real-time personalization and user segmentation.

AWS Database Migration Service (DMS) is a highly resilient, secure cloud service that provides database discovery, schema conversion, data migration, and ongoing replication to and from a wide range of databases and analytics systems.

Apache Beam is an open source, unified model and set of language-specific SDKs for defining and executing data processing workflows, and also data ingestion and integration flows, supporting Enterprise Integration Patterns (EIPs) and Domain Specific Languages (DSLs). Dataflow pipelines simplify the mechanics of large-scale batch and streaming data processing and can run on a number of runtimes like Apache Flink, Apache Spark, and Google Cloud Dataflow (a cloud service). Beam also brings DSL in different languages, allowing users to easily implement their data integration processes.

Deep.BI offers expert assistance in building and maintaining real-time analytics and observability platforms, powered by technologies like Apache Druid, Flink, and Kafka. With 7 years on the market, we've served over 50 enterprises globally, managing 200+ Druid & Flink clusters. Contact us for your next-gen data pipelines solutions.

Learn how customers run Kubernetes on Amazon EKS with detailed case studies and videos.

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

Driven by the need for greater productivity, lower costs, and more recently being able to scale a remote workforce, organizations around the world are moving their IT workloads to the cloud. Planning a move to the cloud requires upfront pre-migration planning; this is as important as the implementation itself. But it can be daunting to know where to start or what needs to be in place for a successful migration. The Amazon Web Services (AWS) Cloud Adoption Readiness Tool (CART) can help provide insight into your level of readiness and what you can do to improve it.

Easily develop and run massively parallel data transformation and processing programs in U-SQL, R, Python, and .NET over petabytes of data.

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

AWS Elemental MediaPackage is a video origination and packaging service that securely and reliably delivers streaming content at scale.

AWS IoT Greengrass is an open-source edge runtime and cloud service that helps you build, deploy, and manage intelligent device software.

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.

Discover, deploy, and publish serverless applications for common use cases including Alexa Skills, chatbots, IoT, web and mobile back-ends, data processing, and more.

AWS Elemental MediaConnect is a high-quality live video transport service that delivers video more efficiently than satellite or fiber-optic connections.

Apache Kafka: A Distributed Streaming Platform.

Amazon CloudWatch is a monitoring service built for DevOps engineers, developers, site reliability engineers (SREs), IT managers, and product owners.

The Warp 10 platform is built to simplify managing and processing Time Series data. It includes a Geo Time Series database and a companion analytics engine.

Fully managed Windows file system for business applications.

Amazon Transcribe is an automatic speech recognition (ASR) service that makes it easy for developers to add speech to text capability to their applications

Build, train, and deploy machine learning (ML) models for any use case with fully managed infrastructure, tools, and workflows.

Amazon Rekognition automates image recognition and video analysis for your applications without machine learning (ML) experience.

Amazon Comprehend is a natural-language processing (NLP) service that uses machine learning (ML) to uncover information in unstructured data and text within documents.

Build blazing fast search and AI applications in record time.

AWS App Mesh is an application networking service mesh that lets you more easily monitor and control communications across services.

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

AWS Cloud9 is a cloud-based integrated development environment (IDE) that lets you write, run, and debug your code with just a browser.

Amazon Textract is a machine learning (ML) service that uses optical character recognition (OCR) to automatically extract text, handwriting, and data from scanned PDF documents, forms, and tables.

AWS IoT Core enables secure two-way communication between internet-connected devices and AWS services with device gateway and device SDK capabilities.

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

Use the AWS Schema Conversion Tool to make heterogeneous database migrations predictable. Learn more about the supported conversions and how to download today.

AWS Deep Learning AMIs provides ML practitioners with curated, secure frameworks, dependencies, and tools to accelerate and scale deep learning in the cloud.

ThingSpeak is the open IoT platform with MATLAB analytics.

Apache Eagle - Analyze Big Data Platforms For Security and Performance

SAS Analytics for IoT is a powerful IoT analytics solution with embedded AI and industry-leading streaming capabilities that enables you to drive innovation, efficiencies and results by putting IoT analytics in users' hands.

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Understand your audience for better marketing decisions and ROI. Get website & marketing analytics anywhere in the customer journey with Adobe Analytics.

Materialize's Cloud Operational Data Store offers real-time data insights for effective business operations & decision-making.

Discover the TIBCO® Platform––Messaging for seamless, real-time data distribution across your enterprise. Our platform offers diverse messaging components like TIBCO Enterprise Message Service™, TIBCO® Messaging Quasar, and more, ensuring high-performance, secure, and reliable data exchange for complex IT environments. Explore our solutions tailored for cloud integration, IoT, and event-driven architectures

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

Build ClickHouse-based analytics applications that detect, analyze, and leverage real-time insights for any use case in any environment.

Accelerate your full-stack web and mobile app development with AWS Amplify. Easy to start, easy to scale. No cloud expertise needed.

DataLakeHouse.io (DLH.io) is a Data Orchestration and Data Security Platform built for People and Customer Insights. As an advanced end-to-end analytics platform it offers a suite of data tools including ELT and PII Data Security scanning, industry-specific pre-built Models using DBT and Google DataForm, combining analytics with Machine Learning to offer actionable insights and predictions for extremely effective business decision-making.

Take instant action on your streaming data by combining stream processing and an ultra-fast data store in one unified platform. Get started!

AWStats Official Web Site - Compile and generate advanced graphical web, ftp or mail statistics with a logfile analysis (For IIS, Apache,... distributed under GNU GPL).

AWS Local Zones are a type of AWS infrastructure deployment that make it possible to run low latency applications closer to end users or on-premises installations in a specific geography.

A fully-managed, cloud-native directory from Amazon Web Services (AWS)

Generate infinite insights for all observability data at scale with Coralogix – when and where you need them – with no limitations

Product Analytics for Your Cloud Data Warehouse

Extracting the comments of pages to analyse and present the insights in them.

100% of your data for every possible need: o11y, security, analytics, and new insights.

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.