Technical shortlist

Self-hosted IT tools

Lead with the runbook, not the feature list. A self-hosted tool is only a good fit when your team can deploy, secure, upgrade, monitor and restore it within the reliability target of the workload.

For infrastructure engineers, DevOps teams, SREs and organizations with data-location, network-isolation or change-control requirements.

Lead with the workload

The decision to make

Model the complete operating cost and failure path. Include compute, storage, backups, certificates, identity integration, upgrades and the engineering time needed to keep the service healthy.

Directory fields in this matrix were refreshed through October 14, 2026. Follow each source link for current vendor information.

Available profiles

135 matching tools

All tools →
ToolDeploymentSource modelAPIPricing modelPrimary source
AcronisSelf-hostedOther licenseAvailablepaidOfficial source ↗
AirbyteSelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
AnsibleSelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
AnyscaleSelf-hostedOther licenseAvailablepaidOfficial source ↗
AnythingLLMSelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
Apache SupersetSelf-hostedOpen sourceNot specifiedopen sourceOfficial source ↗
AppFlowySelf-hostedOpen sourceNot specifiedfreemiumOfficial source ↗
AppsmithSelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
AppwriteSelf-hostedOpen sourceAvailablefreemiumOfficial source ↗
ArgoSelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
AstronomerSelf-hostedOther licenseAvailablepaidOfficial source ↗
AtlantisSelf-hostedOpen sourceNot specifiedopen sourceOfficial source ↗
AviatrixSelf-hostedOther licenseAvailablecontact salesOfficial source ↗
BudibaseSelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
CapRoverSelf-hostedOpen sourceNot specifiedopen sourceOfficial source ↗
CassandraSelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
CheckmateSelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
ClickHouseSelf-hostedOpen sourceNot specifiedfreemiumOfficial source ↗
CohereSelf-hostedOther licenseAvailablefreemiumOfficial source ↗
Contrast SecuritySelf-hostedOther licenseAvailablefreemiumOfficial source ↗
CoolifySelf-hostedOpen sourceNot specifiedfreemiumOfficial source ↗
CrewAISelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
DagsterSelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
dbtSelf-hostedOpen sourceNot specifiedfreemiumOfficial source ↗
AstronomerData Engineering

Astronomer builds Astro, a managed Apache Airflow platform for orchestrating data and, increasingly, agentic AI pipelines. The company employs many of Airflow's top open-source committers and prices usage per compute-hour with enterprise tiers.

Self-hostedAPIpaid
CassandraDatabases

Apache Cassandra is an open-source, peer-to-peer NoSQL database that replicates data across nodes and datacenters with tunable consistency and no single point of failure.

Open sourceSelf-hostedAPIopen source
CohereAI Platforms & Generative AI

Cohere provides text generation, embedding and rerank models via API for enterprise use, alongside North (an AI workplace platform) and Compass (enterprise search), with free trial keys and usage-based production pricing.

Self-hostedAPIfreemium
Contrast SecurityApplication Security

Contrast Security, founded by OWASP co-creator Jeff Williams, instruments applications with in-app sensors: Contrast Assess (IAST) and Scan (SAST) find vulnerabilities, Contrast SCA flags risky dependencies, and its ADR/RASP layer detects and blocks attacks in production.

Self-hostedAPIfreemium
DagsterData Engineering

Dagster is an open-source Python orchestrator built around software-defined assets. Its creator, Dagster Labs (formerly Elementl), was acquired by Prefect in 2026; the open-source project keeps its license and Dagster+ continues unchanged for existing customers.

Open sourceSelf-hostedAPIopen source