generated: '2026-07-20'
method: searched
source: https://github.com/numerai/numerai-cli + https://docs.numer.ai/tournament/compute
clis:
  - name: numerai
    package: numerai-cli
    official: true
    install:
      - pip install numerai-cli
    description: >-
      Deploys and manages Numerai Prediction Nodes — cloud (AWS/Azure) compute that Numerai
      triggers each round to run your model and submit predictions automatically.
    command_groups:
      - group: setup
        commands: [setup, misc, list-constants]
        purpose: Configure cloud provider credentials and a compute node.
      - group: node
        commands: [node config, node deploy, node destroy, node test, node status, node list]
        purpose: Build, deploy, test and tear down a prediction node (Docker image on cloud infra).
      - group: uninstall
        commands: [uninstall]
        purpose: Remove all cloud resources created by the CLI.
  - name: numerapi
    package: numerapi
    official: false
    install:
      - pip install numerapi
    description: >-
      Community-maintained client that also exposes a CLI (invoked as `numerapi`) for dataset
      download, submission upload, and tournament/leaderboard queries against the GraphQL API.