WhyLabs
WhyLabs was an AI observability platform for monitoring data pipelines, machine-learning models, and LLM applications. Its company discontinued operations and open-sourced the…
List of Self-hosted Software | Last updated: November 12, 2026
This page lists the 25 tools in the TechZella directory that are classified under Self-hosted, 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 AbanteCart, Authgear, CS-Cart, Hanko, Next.js, Ory Kratos, PrestaShop and Spree Commerce; the list is alphabetical and does not imply a ranking. Across these tools the industries most often documented are Retail, Consumer Goods, Manufacturing, Software Development. The most common documented use cases are Multi-factor authentication, B2B commerce, Passwordless Authentication, Single sign-on. Tools here are most often also filed under E-commerce Platform, Identity and Access Management, Open Source Software, Content Management System. 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 25 tools in the TechZella directory that are classified under Self-hosted, 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 AbanteCart, Authgear, CS-Cart, Hanko, Next.js, Ory Kratos, PrestaShop and Spree Commerce; the list is alphabetical and does not imply a ranking. Across these tools the industries most often documented are Retail, Consumer Goods, Manufacturing, Software Development. The most common documented use cases are Multi-factor authentication, B2B commerce, Passwordless Authentication, Single sign-on. Tools here are most often also filed under E-commerce Platform, Identity and Access Management, Open Source Software, Content Management System. 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 | ClearML | ClearML is an MLOps platform for experiment and dataset management, model tracking,… | 8.3/10 | — | $0 / $15 per user |
| 2 | Apache Airflow | Apache Airflow is open-source software for authoring, scheduling, and monitoring Python-defined workflows,… | 8.1/10 | — | $0 |
| 3 | Prefect | Prefect is an open-source Python workflow orchestration framework with a managed cloud… | 8.0/10 | — | $0 / $100 |
| 4 | Kedro | Kedro is an open-source Python framework for building modular, reproducible data science… | 7.8/10 | — | $0 |
| 5 | Mage.ai | Mage is a data and AI workflow platform for building, running, monitoring,… | 7.7/10 | — | $0 / $29 |
| 6 | Flyte | Flyte is an open-source runtime for authoring and executing AI, machine-learning, and… | 7.1/10 | — | Free / $950 |
| 7 | WhyLabs | WhyLabs was an AI observability platform for monitoring data pipelines, machine-learning models,… | 7.0/10 | — | See pricing |
| 8 | KServe | KServe is an open-source Kubernetes platform for deploying and operating predictive and… | 6.6/10 | — | $0 |
| 9 | Automatic1111 | An open-source, self-hosted browser interface for Stable Diffusion image generation, editing, and… | 6.5/10 | — | $0 |
| 10 | Kubeflow | Kubeflow is an open-source, Kubernetes-based platform for building and operating machine-learning workflows,… | 6.4/10 | — | $0 |
WhyLabs was an AI observability platform for monitoring data pipelines, machine-learning models, and LLM applications. Its company discontinued operations and open-sourced the…
An open-source, self-hosted browser interface for Stable Diffusion image generation, editing, and model workflows.
$0 / one-time
KServe is an open-source Kubernetes platform for deploying and operating predictive and generative AI inference workloads.
$0
Kedro is an open-source Python framework for building modular, reproducible data science and data engineering pipelines. It provides project structure, pipeline assembly,…
$0 / perpetual
Mage is a data and AI workflow platform for building, running, monitoring, and automating data pipelines, with managed and self-hosted deployment options.
$0 / Free
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
Prefect is an open-source Python workflow orchestration framework with a managed cloud service for scheduling, monitoring, and recovering data and AI workflows.
$0 / month
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
Kubeflow is an open-source, Kubernetes-based platform for building and operating machine-learning workflows, including notebooks, training, pipelines, and model serving.
$0 / No subscription
ClearML is an MLOps platform for experiment and dataset management, model tracking, workflow orchestration, and AI infrastructure management.
$0 / month