Generating one good character is trivial. Generating the same character twenty times, from different angles, in different scenes, so a reader believes it is one person, is the unsolved problem in this category and the reason most AI comics and storybooks fall apart by page three.
Everything useful here is about consistency, not about design.
TL;DR
- One character is easy. Twenty consistent images is the problem
- The fix: lock a reference image and reuse it, plus a written character block pasted unchanged
- On 8frame: Seedream 5 at 6 credits for design, Flux Edit at 7 for variations from a reference
- Higgsfield Standard supports identity lock from reference images for character work
- Expect drift at new angles. Build stories from shots that reuse similar views
The consistency workflow
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Design the character once. Generate until you have one image that is genuinely right. Twenty attempts at 6 credits is 120 credits, about $1.20, and this is worth spending properly because everything downstream depends on it.
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Write the character block. A paragraph so specific it removes ambiguity:
"A woman in her thirties, shoulder-length dark curly hair, round wire-frame glasses, olive skin, a small scar above the left eyebrow, wearing a mustard yellow cardigan over a white shirt, dark green trousers, brown boots."
Paste that unchanged into every prompt. Not paraphrased. Unchanged.
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Use the approved image as a reference input. Editing from a reference at 7 credits holds identity far better than generating fresh from text.
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Build from similar angles. A three-quarter view and a profile of the same design will differ. Plan sequences around the angles that work rather than fighting for full coverage.
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Accept imperfection and be consistent about it. Readers forgive a character who varies slightly. They do not forgive one who is a different person on page four.
What it costs
Canon 8frame prices, a credit is $0.01 at pack rate:
| Task | Route | Credits |
|---|---|---|
| Character design attempt | Seedream 5 | 6 |
| Cheapest exploration | Imagen 4 Fast | 4 |
| Variation from a reference | Flux Edit (FLUX.2 pro) | 7 |
| Stronger edit from reference | Kontext Max | 13 |
| Illustrative, non-photoreal | Reve | 34 |
| Character in motion, 5s | Wan 3.0 Prime (reference-to-video) | 34 |
| Identity-critical motion, 5s | Seedance 2.5 at 720p | 157 |
| Character speaking to camera | Higgsfield Standard, 5s 720p | 95 |
A character plus twenty scenes: design (120) plus twenty variations at 7 (140) is 260 credits, about $2.60.
What breaks consistency
New angles. The reliable failure. Profile, back view, extreme angles.
Distance changes. A character at full body and the same character in close-up will not match in facial detail.
Expression changes. Strong emotion shifts facial geometry enough that identity drifts.
Age and build. Models regress toward averages, so distinctive body types normalise over successive generations.
Complex clothing. Every detail is another thing that can change. Simple, distinctive costume is easier to hold than an elaborate one, which is why cartoon characters wear the same outfit every day.
Design for consistency, not for beauty
The practical insight: a character with two or three strong distinctive features holds better than a subtly beautiful one. Round glasses, a yellow cardigan, one white streak in dark hair. Those anchor the identity across generations in a way that nuanced facial structure does not.
This is also how character design has always worked in animation, for the same underlying reason: the design has to survive being redrawn.
The real-person line
Do not build a character on a real person's likeness. Not a celebrity, not a friend without documented permission, not a photograph you found.
This is the most common way people create a problem in this category, and it is entirely avoidable: generate a face that belongs to nobody.
Where this works today
Stylised characters in a consistent illustration style. Flat and cartoon designs hold far better than photorealistic ones.
Limited angle ranges. A storybook where the character is mostly seen front and three-quarter.
Short sequences. Five to ten images, not fifty.
A presenter figure with identity lock, for repeated use in the same framing.
FAQ
How do I keep an AI character consistent? A locked reference image plus a written character block pasted unchanged, and sequences built from similar angles.
Which model is best for character consistency? Editing from a reference at 7 credits for stills. Seedance 2.5 at 157 when identity must survive motion.
Why does my character change? New angles, distance changes and strong expressions are the main causes.
Can I base a character on a real person? Not without their documented permission, and never a public figure.
Two distinctive features, one locked reference, similar angles. The 8frame canvas is free and unlimited, and generation is paid from $19/month.