A browser-observed completion includes status-polling and network delay. Provider inference is a separate metric with its own definition. Do not subtract unsynchronized server and browser timestamps, or raw performance.now values from different page loads. Evidence to save: Clock source, document/session identifier, metric definition.
An original planning checklist from FreyaVideo for small AI video comparisons. AI-generated with human-directed scope and source review; this is a proposed evaluation method, not completed tests or a model ranking. The three background guides linked below are published by FreyaVideo.
For a current model-route reference, inspect the controls and individual examples on our H3 Max and Turbo page and our standard MiniMax H3 page. Log each variant separately. An example clip demonstrates one request; it does not establish an acceptance rate or a speed advantage. Check current availability and the displayed credit estimate before generating.
Make your own copy and record actual observations before choosing a default model. Cover: an AI-generated illustration, not an output sample or measured comparison.