Section 04
Models, in working order.
Not a leaderboard. Not a comparison chart. The taxonomy I actually use — sorted by family, with a use, a reach trigger, and a watch-out per entry. Read the watch-outs first; they cost more than the wrong choice.
01Flux
5 entries in this family.
Flux 1.1 Pro Ultra
Flux
Use —Photoreal hero plates, 4K-equivalent, complex lighting.
Reach —When the brief is photoreal and the output needs to survive a full-page enlargement.
Watch —Spends tokens. Don't reach for it on iterative variants — start with Pro, escalate.
Flux 1.1 Pro
Flux
Use —Day-to-day photoreal generation. The default.
Reach —Default for editorial, backdrops, product compositing seed plates.
Watch —Hairline detail in fabric textures can soften — Ultra fixes that.
Flux Dev
Flux
Use —Cheaper Flux for layout drafts and concept tests.
Reach —Mood-board phase, rapid recompositions, when output fidelity is not yet the point.
Watch —Don't ship Dev frames as final.
Flux Schnell
Flux
Use —Speed-first Flux. Useful for live ideation only.
Reach —Brainstorm on the call. Throwaway frames.
Watch —Detail loss is significant — never the deliverable.
Flux Kontext
Flux
Use —Multi-reference compositing within the Flux family.
Reach —When you have 2–3 references and need them merged in Flux's look.
Watch —Not as reference-preserving as Nano Banana Pro Edit. Re-stylises subjects under stress.
02Hidream
1 entry in this family.
Hidream
Hidream
Use —Pose-locked editorial portraiture.
Reach —Fashion-magazine framing, stylised lighting, when pose is non-negotiable.
Watch —Has a house style. Strong, but recognisable.
03Nano Banana
2 entries in this family.
Nano Banana 2
Nano Banana
Use —General-purpose generation, fast, cheap, plays well with text overlays.
Reach —When Flux is overkill and the brief tolerates a slightly less photoreal look.
Watch —Less editorial gravitas than Flux.
Nano Banana Pro Edit
Nano Banana
Use —Reference-preserving edits — drops a subject into a backdrop without re-stylising it.
Reach —When the bicycle (or any product) must be the actual reference, verbatim.
Watch —Light/shadow matching is on you to specify in the prompt.
04Ideogram
1 entry in this family.
Ideogram V3
Ideogram
Use —Typography-aware generation. Posters, packaging, anything with set type.
Reach —Anything where rendered text has to be legible and on-brand.
Watch —Photorealism is weaker than Flux; pair them — Ideogram for the type, Flux for the plate.
05Seedream
1 entry in this family.
Seedream-4
Seedream
Use —Style transfer and 4K-equivalent stylised work.
Reach —When the brief is illustrative or painterly and Flux would feel too photographic.
Watch —Style is a feature, not a bug — don't fight it, lean into it.
06Seedance
1 entry in this family.
Seedance Pro I2V
Seedance
Use —Image-to-video, short clips (5s, 24fps).
Reach —Hero loops, motion stings, social-cut animation from a still.
Watch —Subject motion can drift after second 3 — keep clips short.
07Music
3 entries in this family.
Lyria 3 Pro
Music
Use —Long-form structured tracks with intros, builds, drops.
Reach —Festival-scale anthems, full arrangements with arc.
Watch —Vocals are an afterthought — pair with ElevenLabs for hooks.
ElevenLabs Music
Music
Use —Vocal-led tracks. Hooks, choruses, top-line material.
Reach —Anything where the vocal is the centre of gravity.
Watch —Genre fidelity is good but ElevenLabs has a smoother house tone — be specific in the brief.
Ace-Step 1.5
Music
Use —Loop-shaped electronic material, 30–60s, designed to bar-line.
Reach —Beat loops for layered production, ad-bed material, looping bg.
Watch —Won't write a song — picks a section and holds it.