Developer Tools
Trino
Trino is an open-source distributed SQL query engine that queries data across heterogeneous sources, including through federated queries.
$0 / not applicableTechZella Directory
Software for Kubernetes in 2026
List of Kubernetes Software | Last updated: November 12, 2026
This page lists the 15 tools in the TechZella directory that are classified under Kubernetes, 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 Apache Superset, Authelia, CoreMedia, Firebolt, HashiCorp Vault, IBM Security Verify, Keycloak and Ory Kratos; the list is alphabetical and does not imply a ranking. Across these tools the industries most often documented are Financial Services, Healthcare, Technology, Software Development. The most common documented use cases are Single sign-on, Workforce identity management, Business Analytics, Multi-factor authentication. Tools here are most often also filed under Identity and Access Management, Cloud Security, Developer Tools, Speech-to-Text 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 Kubernetes software
This page lists the 15 tools in the TechZella directory that are classified under Kubernetes, 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 Apache Superset, Authelia, CoreMedia, Firebolt, HashiCorp Vault, IBM Security Verify, Keycloak and Ory Kratos; the list is alphabetical and does not imply a ranking. Across these tools the industries most often documented are Financial Services, Healthcare, Technology, Software Development. The most common documented use cases are Single sign-on, Workforce identity management, Business Analytics, Multi-factor authentication. Tools here are most often also filed under Identity and Access Management, Cloud Security, Developer Tools, Speech-to-Text 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.
Related context
Explore Kubernetes 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 Kubernetes
Browse the current directory listings and open individual profiles for detailed feature, pricing and evidence information.
Quick comparison
Kubernetes Software
| # | Software / Tool | Best For | TechZella Score | User Rating | Pricing |
|---|---|---|---|---|---|
| 1 | Arize Phoenix | Arize Phoenix is a self-hosted platform for tracing, evaluating, and troubleshooting AI… | 8.2/10 | — | Free |
| 2 | Apache Airflow | Apache Airflow is open-source software for authoring, scheduling, and monitoring Python-defined workflows,… | 8.1/10 | — | $0 |
| 3 | 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);… |
| 4 | BentoML | BentoML is an open-source Python framework for packaging AI models and serving… | 7.7/10 | — | $0 / Not publicly listed |
| 5 | Dagster | Dagster is an open-source data orchestrator that models data assets and coordinates… | 7.7/10 | — | $0 / $10 |
| 6 | Flyte | Flyte is an open-source runtime for authoring and executing AI, machine-learning, and… | 7.1/10 | — | Free / $950 |
| 7 | LocalAI | LocalAI is an open-source, self-hosted AI runtime that serves models through OpenAI-compatible… | 6.7/10 | — | See pricing |
| 8 | Seldon Core | Seldon Core is a Kubernetes-focused framework for deploying and operating machine-learning models… | 6.7/10 | — | See pricing |
| 9 | KServe | KServe is an open-source Kubernetes platform for deploying and operating predictive and… | 6.6/10 | — | $0 |
| 10 | Ray | Ray is an open-source framework for scaling Python and AI workloads across… | 6.6/10 | — | $0 |
Related software discovery paths
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Filters
Editorial selection
Software for Kubernetes in 2026
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
Productivity Software
Apache Superset
Apache Superset is open-source business intelligence software for exploring SQL data, building visualizations, and sharing interactive dashboards.
$0 / No recurring license charge
Identity and Access Management
Authelia
Authelia is open-source, self-hosted identity software that adds authentication and access policies to web applications through a reverse proxy. It supports MFA,…
$0
Identity and Access Management
Ory Kratos
Open-source, API-first identity infrastructure for application registration, login, recovery, verification, MFA, passkeys, and profile management. Run it yourself or use Ory Network.
$0 / one-time
Identity and Access Management
Zitadel
ZITADEL is an identity and access management platform for applications, with cloud and self-hosted deployment. It provides authentication, SSO, user management, and…
US$0 / month
V
Conversational AI
Voicegain
Voicegain is a speech and voice AI platform offering transcription, speech analytics, telephony bots, MRCP ASR, and private deployment options.
$50 credit / one-time credit
S
Speech Recognition Software
Speechmatics
Speechmatics provides multilingual speech-to-text, text-to-speech and voice AI APIs for real-time, batch, cloud, on-premises and on-device deployments.
$100 credit / usage credit
Content Management System
CoreMedia
CoreMedia is an enterprise content management platform with hybrid-headless publishing, commerce integrations, personalization, and optional AI assistance through KIO.
Custom quote / Custom contract