Arize Phoenix
Arize Phoenix is a self-hosted platform for tracing, evaluating, and troubleshooting AI and LLM applications, with tools for datasets, experiments, and prompt…
FreeList 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.
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.
These links use TechZella's existing product-to-taxonomy relationships. They are navigation aids, not independent endorsements.
Browse the current directory listings and open individual profiles for detailed feature, pricing and evidence information.
| # | 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 |
Arize Phoenix is a self-hosted platform for tracing, evaluating, and troubleshooting AI and LLM applications, with tools for datasets, experiments, and prompt…
Free
LocalAI is an open-source, self-hosted AI runtime that serves models through OpenAI-compatible APIs and a web interface across text, image, audio, video,…
Anyscale is a managed platform built on Ray for developing, deploying, and scaling distributed Python and AI workloads across cloud and customer-managed…
AC 0.0135/hr (CPU Only); AC 0.5682/hr (NVIDIA T4); AC 0.9542/hr (NVIDIA L4); AC 1.3635/hr (NVIDIA A10G); AC 4.9591/hr (NVIDIA A100) / hour
Ray is an open-source framework for scaling Python and AI workloads across local machines and distributed clusters. Its libraries support data processing,…
$0 / Free
KServe is an open-source Kubernetes platform for deploying and operating predictive and generative AI inference workloads.
$0Seldon Core is a Kubernetes-focused framework for deploying and operating machine-learning models and inference pipelines. Core 2 includes model serving, traffic experiments,…
BentoML is an open-source Python framework for packaging AI models and serving them through APIs. It builds container images for deployment on…
$0 / No subscription
Apache Airflow is open-source software for authoring, scheduling, and monitoring Python-defined workflows, including data pipelines and machine-learning workloads.
$0 / No license fee
Dagster is an open-source data orchestrator that models data assets and coordinates their development, execution, lineage, and monitoring. Dagster+ adds hosted and…
$0 / one-time
Flyte is an open-source runtime for authoring and executing AI, machine-learning, and data workflows in Python, locally or on Kubernetes.
Free / No charge