Alibaba · model workflow guide

Wan 3.0 First & Last Frame Guide

First and last frame control is most useful when the frames are treated as production anchors: the first establishes the exact starting state and the last defines where the shot should resolve.

How GenVideoKit structures Wan 3.0 prompts

Describe composition, subject motion, environment motion, camera behavior and temporal continuity explicitly. Keep cause-and-effect clear, maintain stable identity/geometry, and specify reference relationships when used. Audio direction may be included for current multimodal Wan workflows.

Text → videoImage → videoVideo → videoNative audioReferencesFirst / last frame

Production shortcut

Treat the first frame as the exact start state and the last frame as the intended resolution. Keep identity, screen direction and environment consistent between them.

Reference pricing snapshot
$0.1 / second

First frame

Use a clean starting state with readable subject pose, environment and screen direction. Avoid an ambiguous pose that already looks mid-transition unless that is intentional.

Last frame

Define a stable end state that can also become the next clip’s reference. The cleaner the final subject pose and environment, the easier it is to continue the sequence.

Sources & verification

Data sources used on this page

Model capabilities, vendor metadata and pricing references are read from the same GenVideoKit catalog used by the calculators and comparison tools.

Catalog checked 2026-09-20
Wan 3.0
Alibaba · Wan
Checked 2026-09-19
Tracked capabilities: Text → video, Image → video, Video → video, Native audio, References, First / last frame
Reference source: Alibaba Cloud Model Studio
Stable calculator uses list prices. Alibaba has a temporary 30% promotion through Sep 24, 2026.

Reference API/provider rates only. Subscription credits, promotions, regional pricing and aggregator markups can differ.

Search intent

What this page is meant to answer

Use Wan 3.0 First / Last Frame Guide for explanation, setup choices and workflow checks rather than immediate prompt generation. It is the informational layer for this specific search intent.

How the workflow worksSettings or capability constraintsWhat to verify before generating

Scope boundary: Use the linked tool page when you are ready to build a prompt or calculate cost; keep this guide for the reasoning and setup.