DevOps Platform
Spinnaker
Spinnaker is an open-source continuous delivery platform for building deployment pipelines and releasing software to supported cloud and container environments.
$0 / not applicableTechZella Directory
Software for Azure in 2026
List of Azure Software | Last updated: November 11, 2026
This page lists the 15 tools in the TechZella directory that are classified under Azure, a platform in our taxonomy. Every profile summarises what the product does, who it suits, what it costs, and where it falls short, based on documented vendor and independent sources rather than hands-on testing. Examples in this group include Databricks Lakehouse, FileCloud, Firebolt, GoodData, Jaspersoft, Kentico, Magnolia CMS and Microsoft Defender; the list is alphabetical and does not imply a ranking. Across these tools the industries most often documented are Financial Services, Healthcare, Enterprise, Software and Technology. The most common documented use cases are Business Analytics, marketing analytics, Website content management, Workflow automation. Tools here are most often also filed under Artificial Intelligence Software, Developer Tools, Content Management System, Antivirus Software. To compare options, open each profile and read the Decision Snapshot, the pricing and total cost sections, and the Gotchas, then check the alternatives listed for the products you are considering. Features, pricing and availability change, so confirm current details with each vendor before you decide.
Editorial guide
About Azure software
This page lists the 15 tools in the TechZella directory that are classified under Azure, a platform in our taxonomy. Every profile summarises what the product does, who it suits, what it costs, and where it falls short, based on documented vendor and independent sources rather than hands-on testing. Examples in this group include Databricks Lakehouse, FileCloud, Firebolt, GoodData, Jaspersoft, Kentico, Magnolia CMS and Microsoft Defender; the list is alphabetical and does not imply a ranking. Across these tools the industries most often documented are Financial Services, Healthcare, Enterprise, Software and Technology. The most common documented use cases are Business Analytics, marketing analytics, Website content management, Workflow automation. Tools here are most often also filed under Artificial Intelligence Software, Developer Tools, Content Management System, Antivirus Software. To compare options, open each profile and read the Decision Snapshot, the pricing and total cost sections, and the Gotchas, then check the alternatives listed for the products you are considering. Features, pricing and availability change, so confirm current details with each vendor before you decide.
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Explore Azure through related software needs
These links use TechZella's existing product-to-taxonomy relationships. They are navigation aids, not independent endorsements.
Directory
Software listed under Azure
Browse the current directory listings and open individual profiles for detailed feature, pricing and evidence information.
Quick comparison
Azure Software
| # | Software / Tool | Best For | TechZella Score | User Rating | Pricing |
|---|---|---|---|---|---|
| 1 | Anyscale | Anyscale is a managed platform built on Ray for developing, deploying, and… | 8.0/10 | — | AC 0.0135/hr (CPU Only); AC 0.5682/hr (NVIDIA T4);… |
| 2 | Logz.io | Logz.io is a managed cloud observability platform for analyzing logs, metrics, and… | 8.0/10 | — | $0 / $0.92 |
| 3 | Dynatrace | Dynatrace is a SaaS observability platform for application, infrastructure, log, and user-experience… | 7.9/10 | — | $7 / $29 |
| 4 | SAS Viya | SAS Viya is a data and AI platform for preparing data, developing… | 7.9/10 | — | Request a quote / $0 |
| 5 | Kedro | Kedro is an open-source Python framework for building modular, reproducible data science… | 7.8/10 | — | $0 |
| 6 | Pachyderm | Pachyderm runs data-driven, containerized pipelines with data versioning and lineage for machine… | 7.6/10 | — | See pricing |
| 7 | ZenML | ZenML is an open-source MLOps framework for building and running machine-learning and… | 7.1/10 | — | Free / $399/month |
| 8 | Metaflow | Metaflow is an open-source Python framework for developing, tracking, and deploying data… | 7.0/10 | — | $0 |
| 9 | Seldon Core | Seldon Core is a Kubernetes-focused framework for deploying and operating machine-learning models… | 6.7/10 | — | See pricing |
| 10 | Mentor Calibre | Calibre is Siemens’ electronic design automation suite for integrated-circuit physical and circuit… | 6.5/10 | — | Quote-based |
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Software for Azure in 2026
DevOps Platform
Packer
Packer is an open-source command-line tool for building machine images from shared configurations. Optional HCP Packer tracks image metadata and versions.
$0 / perpetual
Developer Tools
Matillion
Matillion provides data pipeline and integration software for analytics and AI workflows, with visual, SQL, and Python development and Maia AI assistance.
Not publicly listed / Usage-based
Developer Tools
Fivetran
Fivetran moves data from applications, databases, files and event streams into analytics destinations, with managed connectors, transformations and pipeline controls.
$0 / month
Developer Tools
Dremio
Dremio is a data lakehouse platform for querying and managing data across lakes, databases and warehouses. It provides SQL analytics, data acceleration…
$0 / ongoing
Developer Tools
Trino
Trino is an open-source distributed SQL query engine that queries data across heterogeneous sources, including through federated queries.
$0 / not applicable
Cloud Infrastructure
Starburst Data
Starburst provides managed and self-managed Trino-based data platforms for querying and governing data across distributed sources.
$0 / month
Developer Tools
Firebolt
Firebolt is an analytical SQL database for data-intensive applications, analytics, and ELT. It offers managed cloud and self-hosted deployments.
$0 / forever
Artificial Intelligence Software
Databricks Lakehouse
Databricks Lakehouse combines data storage, engineering, SQL analytics, governance, and AI workloads on a cloud-based platform built around open table formats.
Starting at $0.22 / DBU for data warehousing / Usage-based
Cloud Infrastructure
Snowflake
Snowflake is a managed cloud data platform for storing, processing, analyzing, and sharing data. It provides SQL, developer tools, data collaboration, and…
$0 / 30 days