Best AI video model for anime: Wan, Happy Horse, Kling and the honest breakdown
Which served model actually produces anime that looks like anime? Wan for style and budget, Happy Horse for expressive character animation, Kling for audio and multi-shot scenes.
ManifoldGen serves several models that can produce anime-style footage, but they fail differently. Wan is the safe all-rounder for illustration styles at a low price. Happy Horse is built for expressive stylized character motion. Kling 3.0 adds native audio and multi-shot scenes. Seedance handles sakuga-style action when characters must stay coherent through fast cuts. This guide maps each one to the anime jobs it actually wins.
The picks
| Job | Model | Why |
|---|---|---|
| Full episodes on a budget | Wan | Broad illustration styles and camera-move prompting at ~$0.90 per 5s |
| Expressive character animation from stills | Happy Horse | Purpose-built for lively, exaggerated motion from 168 credits (~$1.68) |
| Audio and multi-shot scenes | Kling 3.0 | Synced sound and filmic cuts from 76 credits (~$0.76) |
| Sakuga-style action coherence | Seedance 2 | Character coherence through fast action at 1080p, ~$1.67 per 5s |
Wan: the budget workhorse
Wan handles a wide berth of illustration styles — cel shading, painterly, watercolor, mecha detail — and responds well to camera-move prompting like pan, tilt, and push-in. It is silent and caps at 720p, which is fine for drafts, style tests, and volume content. At 90 credits (~$0.90) per 5-second clip it makes full-episode coverage affordable in a way no premium model does.
Anime establishing shot, hand-drawn cel style, a lantern-lit fishing village at dusk,
slow crane up from the harbor, clouds parting to reveal a crescent moon,
loose confident linework, limited palette of indigo and amber, 2D animation, no 3D shading.Happy Horse: expressive animation from a still
Happy Horse animates a still image with lively, characterful motion. It is tuned for stylized characters and playful scenes — dance-like movement, exaggerated reactions, meme-ready energy. It is image-input only: feed it a character sheet or a single clean illustration and it brings the pose to life. The tradeoff is the same as Wan: 720p, no audio, and energy over realism.
Generate the character once in the image model that nails your design (try /tools/h3-image or /tools/nano-banana), then feed that still into Happy Horse instead of prompting a new character every time.
Kling 3.0: audio and multi-shot scenes
Kling 3.0 is the value pick when the clip needs sound: Standard text-to-video starts at 76 credits (~$0.76) with synced audio, and Pro adds 1080p and better lipsync from 101 credits. Multi-shot prompting — "cut from the close-up to the wide reaction" — is a Kling strength, which helps for short anime segments that should feel directed rather than single-take.
Seedance 2: sakuga when it matters
When the cut is fast and characters must stay coherent through action — a fight, a chase, a transformation — Seedance 2 is the strongest of the four at 1080p with native audio. It costs the most, so the practical pattern is: Wan drafts, Kling middle tier, Seedance for the two or three shots an audience will actually scrutinize.
Try them
- Wan: /tools/wan or the full /models/wan page
- Happy Horse: /tools/happy-horse or /models/happy-horse
- Kling: /tools/kling-3, /tools/kling-3-pro, /tools/kling-3-image
- Seedance: /tools/seedance-2 and /models/seedance
- Usecase hub: /ai-video-generator/anime with prompts and FAQs
Try these prompts on your own shot.
Every example on this page was generated with ManifoldGen. Open the Studio and run the same structure on your idea.