By goal

Pick the model by the kind of shot, not by brand. Seedance 2.5 for story and reference heavy shots, Kling 3.0 for action and dialogue, Veo 3.1 for atmosphere, and code instead of a video model for launch videos and explainers.

Quick tableCopy Anchor Link

Cinematic short storyCopy Anchor Link

Use Seedance 2.5 for the main shots. Creators keep picking it for complex scenes, and it takes up to 50 references, so your character sheet, location sheet and storyboard can all go in. Switch to Kling 3.0 for fights and fast camera work, and to Veo 3.1 or Gemini Omni Flash for wide establishing shots.

• Build images first: a character sheet, a location sheet and a 3x3 storyboard in GPT Image 2.5 or Nano Banana. A bad image costs one image; a bad clip costs a full render.
• Keep it small: two characters at most, one or two locations. Shots with several moving characters can take 50 tries.
• Generate sound effects with the clip, add music in the edit.
• Budget: one practitioner guide puts a 2 minute short at about 140 to 200 USD in tools.

Product ad and UGCCopy Anchor Link

Use image to video from a real product photo. Always attach the logo as an image, because a logo described in text comes out invented. Put prices, names and slogans in the edit, not in the prompt.

• Kling 3.0: in one creator test of the same ad prompt, Kling looked most like a real retro family ad while Seedance made a cinematic montage. Kling also has per character lip sync for short spoken lines.
• Veo 3.1 Fast in Google Flow: one creator made a full debate style ad for about 1 USD of Flow credits. Another spent 800 credits on a 28 second UGC video, so draft on Lite first.
• UGC with a person on camera: Seedance 2.5 does not accept references with real faces. Use a generated character, not a photo of a real person.
• Hook in the first 2 to 3 seconds. Lead with the viewer's problem, not the product.

Do not fake testimonials. Posts selling "AI old lady sells vitamins" accounts are engagement bait, and platforms require an AI label on realistic content (see Finishing).

Music videoCopy Anchor Link

Use Seedance 2.5. It takes up to 10 audio references, and practitioners use it for beat driven montage. Stylized, abstract looks and short cuts hide drift, which suits music videos. There is little hard data on how AI music videos perform, so treat this as workflow advice.

• Music with commercial rights: Suno Pro (8 USD a month on yearly billing) or Eleven Music (the cleanest rights for ads and client work, per one licensing guide). Songs made on Suno's free plan never become commercially usable, even after you upgrade.
• Lip sync to a song: one tester found MiniMax H3 Max easier than Seedance for audio guided lip sync. A trick that works on Seedance: put the vocal track on a black video cut to clip length and attach it as a video reference, plus a character image.
• Either music service can still trigger YouTube Content ID claims.

Talking head and dialogueCopy Anchor Link

Use Kling 3.0 for English, Chinese, Japanese, Korean or Spanish dialogue. It has per character lip sync and clear rules for multiple speakers. Use Seedance 2.5 for Vietnamese, the only model here whose official docs list Vietnamese as a dialogue language. Kling translates unsupported languages into English.

• Keep each line short and split long speech across cuts. Lip sync drifts on long lines.
• Label every speaker and give each one a tone. Never use pronouns for speakers.
• For a presenter style talking head, the community standard is HeyGen. For stylized characters talking to camera, Hedra is cheaper (Basic 20 USD a month).
• For full control, record or generate the voice in ElevenLabs first and lip sync to it.

Anime and stylizedCopy Anchor Link

Use Seedance 2.5 or Kling 3.0. Stylized characters pass content filters more often than photoreal ones and hold their identity better.

• Settle the design before you generate. Two versions of a costume in your references give a muddled result.
• Reuse one exact style line in every prompt. Do not paraphrase it.
• If you use Veo, state the style constraints (flat shading, ink outlines, no photoreal texture). Veo tends to pull stylized characters toward realism.
• For simple loops such as a mascot at 480p, Grok Imagine 1.5 is fast and cheap.

Explainer and product launchCopy Anchor Link

Do not use a video model. Have an AI coding agent such as Claude Code write the video as code with HyperFrames or Remotion, then render it on your computer. You spend no video credits, the text and brand colors come out exact, and you can edit and re-render any frame.

• Give the agent 1 or 2 reference videos you like. Without one, results default to centered text on a gradient.
• Use real screenshots and UI recordings for product screens.
• Mix both paths when needed: generated shots for the cinematic moments, code for titles, captions and data.

See Video from code and the launch video recipe.

Realtime and interactiveCopy Anchor Link

Realtime "world models" such as PixVerse R2, Vidu S and Krea Realtime let you steer a scene live, for example with WASD keys. They are fun to explore, but early testers report drifting objects, and you cannot yet build your own world in R2. They are not a way to make a finished clip today.

SourcesCopy Anchor Link

• Model specs: BytePlus ModelArk Seedance docs, Kling 3.0 user guide, Gemini API Veo docs.
• Practitioner advice: Kapwing, MindStudio, JXP, elser.ai, Liromfilms, fal prompting guides, BudgetPixel, licenseorg.
• Creator posts on X (Aug to Oct 2026): side by side tests, Flow cost reports, lip sync tricks, code video results. Full links in Sources.