MiniMax API guides
Practical write-ups for developers and buyers: how it works, how to call it, and how to keep the cost down.
MiniMax H3 vs H3 Max vs H3 Max Turbo — Which Variant for Which Job
Pick between MiniMax H3, H3 Max and H3 Max Turbo for API workloads. A practical draft-to-final workflow and how to compare per-second cost across hosts.
MiniMax Video API Use Cases: What to Build with the H3 Family
Project types that fit the MiniMax H3 family, which input modes each uses, and how to split drafts and finals across H3, H3 Max and H3 Max Turbo.
MiniMax vs Kling vs Seedance API: A Decision Framework
Choosing between MiniMax H3, Kling and Seedance video APIs: input modes, variant ladders, host breadth, integration cost, and a fair way to test them.
MiniMax API Failover and Reliability: Pinning, Timeouts, Retries
How failover across MiniMax hosts works, when to pin or float, how timeout hedging bills both attempts, and a Python retry design that avoids double spend.
How to Call the MiniMax Video API: curl and Python Guide
A working MiniMax H3 integration: create a job, poll it, download the file, pin a host, and handle the error codes you will actually see. curl and Python.
MiniMax H3 Max Turbo Draft Pipeline: Gate Drafts Before Finals
Build a draft-to-final MiniMax H3 pipeline in Python: Max Turbo drafts, an explicit approval gate, retry limits and symbolic budget caps before finals.
MiniMax Video API Errors and Retries: A Python Guide
Classify MiniMax video API errors, decide what to retry, honour Retry-After, avoid double billing and log job ids, with a complete Python retry wrapper.
MiniMax Video Plus Voice: Combining Audio in a Pipeline
Which MiniMax speech models VideoRouter lists, what is not documented for music, and a short pipeline for muxing generated narration onto a video with ffmpeg.