Home/Cerberus vs SKI

Cerberus vs SKI

Side-by-side comparison of features, pros & cons, pricing, and community votes (2026).

🏆 SKI leads with 639 upvotes

Cerberus
Cerberus

Keep Grafana®. Swap the backend.

0 upvotes💻 Developer ToolsJul 2026

Cerberus is an innovative open-source gateway designed to enhance the flexibility of monitoring and observability stacks, specifically tailored for Grafana users. It allows seamless swapping of backend data sources like Prometheus, Loki, and Tempo with ClickHouse, providing a more scalable and performant alternative without sacrificing existing dashboards, alerting mechanisms, or CLI tooling. This makes it an ideal choice for developers and DevOps teams seeking to modernize their telemetry infrastructure while maintaining their familiar visualization environment. What sets Cerberus apart is its drop-in compatibility, enabling users to transition to ClickHouse effortlessly and leverage its high-speed querying capabilities and efficient data storage. Its open architecture ensures that teams can tailor their setup to meet evolving demands without overhauling their entire observability stack.

Pros

  • Enables seamless backend replacement without disrupting existing Grafana setups
  • Open-source, customizable, and flexible for various telemetry data sources
  • Improves query performance and scalability with ClickHouse backend
  • Retains existing alerting, dashboards, and CLI tools, reducing migration overhead

Cons

  • Relatively new tool with a smaller community and ecosystem
  • Requires familiarity with ClickHouse and backend configuration
  • Potential compatibility issues with complex or custom Grafana setups

Best for

  • Replacing Prometheus backend for improved scalability in large environments
  • Migrating from Loki to ClickHouse for more efficient log querying
  • Switching Tempo backend to enhance trace data processing performance
  • Modernizing observability stacks without redesigning dashboards

Pricing: Cerberus is open-source and free to use, making it accessible for individual developers and organizations seeking cost-effective telemetry solutions.

SKI
SKI

Free voice coding for Claude Code, Codex and more

639 upvotes💻 Developer ToolsJul 2026

SKI is an innovative voice coding tool designed for developers and professionals who want to boost their productivity through natural language interaction. Unlike traditional dictation software, SKI offers a conversational experience where the AI responds out loud, functioning like a real teammate. This allows users to build code at the speed of their thoughts, whether they’re working solo or collaborating in meetings. Its ambient design sits unobtrusively on the desktop, accessible with a simple keystroke, making it easy to activate and use on both Mac and Windows systems. By integrating with AI models like Claude Code and Codex, SKI transforms voice commands into executable code seamlessly, offering a fresh approach to coding and command execution that minimizes interruptions and maximizes flow. It's particularly suited for developers, technical writers, and teams seeking an innovative way to streamline their coding and communication processes.

Pros

  • Voice interaction that provides real-time spoken responses, enhancing conversational coding
  • Easy to activate and use with a simple key press, sitting unobtrusively on the desktop
  • Supports multiple AI models like Claude Code and Codex for versatile coding assistance
  • Free to use, making it accessible for individuals and small teams
  • Cross-platform compatibility with Mac and Windows

Cons

  • Still relatively new, so integration and stability might vary
  • Limited advanced customization options or enterprise features at this stage
  • Dependent on local machine performance for optimal operation

Best for

  • Real-time voice coding during solo development sessions
  • Building code live during meetings or presentations
  • Assisting with brainstorming or debugging through spoken commands
  • Creating quick prototypes or scripts without switching context

Pricing: Likely offers a free, open access model given its emphasis on being free and desktop-based, with potential plans for premium features or enterprise solutions in the future.