Higgsfield says its open-source CLI can call more than 35 models, automate batch jobs and charge generations to existing plan credits.
By [RuntimeWire Staff](https://runtimewire.com/author/runtimewire-staff)
· Published
Primary source: [Higgsfield AI Newsroom](https://higgsfield.ai/blog/higgsfield-cli)
Why it matters #
The CLI lets Higgsfield subscribers automate generations from scripts and coding agents while keeping usage on Higgsfield's account and credit system. Users still need to check model-specific costs, which can change.
Higgsfield's open-source command-line tool lets users generate images and videos, start batches and collect results from a terminal without opening its web app. Higgsfield published an October 19th guide to the workflow; it says CLI jobs use the same account and plan credits as web generations, at standard rates.…
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