TechZella 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.

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 / ToolBest ForTechZella ScoreUser RatingPricing
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
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Editorial selection

Software for Kubernetes in 2026

45 software listings