Compare CDviz vs. Conductral

CDviz is a community-driven observability platform focused on CI/CD that adheres to the CDEvents standard, which is supported by the CD Foundation and aims to enhance software delivery processes. It gathers events from various sources, including GitHub, GitLab, ArgoCD, and Kubernetes, using webhooks and built-in integrations, normalizing the data to conform to the CDEvents standard, and storing it in PostgreSQL with TimescaleDB for efficient querying. Users can access the data directly through SQL queries from any reporting tool, internal developer platform, or Grafana dashboard, with pre-configured Grafana dashboards available for key metrics such as DORA metrics, deployment timelines, artifact tracking, pipeline efficiency, and incident management. In contrast to traditional polling methods, CDviz adopts a push event-driven approach, facilitating real-time observability and the ability to automate workflows triggered by events from the same data stream. Furthermore, the platform ensures that all data remains within your own infrastructure, eliminating concerns about vendor lock-in. CDviz is available under the Apache License v2, allowing for free self-hosting. Currently, there is also an enterprise plan in beta that provides professional support at no cost. This makes CDviz an attractive option for organizations seeking flexibility and robust CI/CD observability solutions.

Conductral is an innovative platform designed for workload automation and job scheduling, specifically tailored for data centres and IT operations, allowing for centralized planning and monitoring of jobs, dependencies, calendars, and file transfers across various sites, servers, and tenants. Among its notable features is the ability to import Control-M data, enabling users to read existing exports such as jobs, folders, calendars, dependencies, and variables, along with conducting dry-runs that include coverage reports and diffs until the cutover, all while facilitating parallel operations and migration acceptance. The platform also includes a Composer tool, which provides a graphical editor for creating jobs and flows, supports versioning, and maintains an audit log for tracking changes. Additionally, it offers Overwatch for real-time monitoring, featuring a day plan, SLA early warnings, and alert mechanisms that can trigger notifications via email or webhooks, along with follow-up jobs as necessary. Another standout component is Maestro, an AI assistant that drafts job proposals requiring human confirmation, ensuring that no changes are made automatically. Conductral operates as a self-hosted solution compatible with both Linux and Windows environments, utilizing PostgreSQL without necessitating cloud services, and provides signed release packages (SBOM) for security. Furthermore, its licensing model is based on the production environment, which encompasses active job definitions as well as agents, tenants, users, and test environments, making it a comprehensive choice for organizations looking to streamline their IT operations. Overall, Conductral stands out as a robust and user-friendly tool that enhances efficiency and control over workload management.