Grafana
Grafana queries and visualizes metrics, logs, traces, and other data in dashboards. It is available as self-managed open-source software and as the…
$0 / always 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 |
Grafana queries and visualizes metrics, logs, traces, and other data in dashboards. It is available as self-managed open-source software and as the…
$0 / always free
Prometheus is an open-source monitoring and alerting toolkit that collects and queries numeric time-series metrics from applications and infrastructure.
$0 / Not applicable
Dynatrace is a SaaS observability platform for application, infrastructure, log, and user-experience monitoring, with analytics, automation, and application-security capabilities.
$7 / per host per month, usage-based
Octopus Deploy automates software releases, deployments, and operational runbooks across cloud, Kubernetes, and server infrastructure.
$0 / year
Harness is a software delivery platform for CI/CD, infrastructure automation, security testing, feature management, and related engineering workflows.
$0 / month
Spinnaker is an open-source continuous delivery platform for building deployment pipelines and releasing software to supported cloud and container environments.
$0 / not applicable
Buildkite is a CI/CD platform that orchestrates software builds and tests using hosted or self-managed agents, with APIs and integrations for development…
$0 / month
Jenkins is an open-source automation server for building, testing, and delivering software. Teams define pipelines as code and extend the server with…
$0 / N/A
Airbyte replicates data from applications, APIs, databases, and files into warehouses, lakes, and other destinations. It offers managed cloud, hybrid, and self-managed…
$0
Dremio is a data lakehouse platform for querying and managing data across lakes, databases and warehouses. It provides SQL analytics, data acceleration…
$0 / ongoing