higgsfield-models

name	higgsfield-models
description	Use when the user asks which model to use, wants to compare models, or needs guidance on selecting between Kling, Sora 2, Wan, Seedance, Veo 3, Minimax Hailuo, Soul, Nano Banana, or other Higgsfield engines.
user-invocable	true
metadata	{"references":["MODELS-DEEP-REFERENCE.md"],"tags":["higgsfield","models","Kling","Sora","Wan","Seedance","Veo","Soul","NanoBanana"],"version":"3.2.0","updated":"2026-07-05T00:00:00.000Z","parent":"higgsfield"}

Higgsfield Model Selection Guide

Choosing the right model is the single biggest factor in output quality after the prompt. This file handles most selection questions. For deep per-model documentation (prompting specifics, parameters, edge cases, API details) → read MODELS-DEEP-REFERENCE.md.

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Quick Decision Flowchart

Fast lookup — for detailed comparisons see the full tables below.

Need	Recommended Model	Tier
Top-tier cinematic video + audio	Kling 3.0	Premium
Epic scale / spectacle	Sora 2	Premium
Nature / landscapes + ref images	Veo 3.1	Premium
Artistic / stylized video	Wan 2.6	Mid
Fast video iteration	Seedance 2.0 Pro	Mid
VFX / fluid motion	Minimax Hailuo 2.3	Mid
Budget-friendly video	Kling 2.5 Turbo / Higgsfield DoP Lite	Free–Low
Fashion / aesthetic images	Soul 2.0	Free
Photorealistic sharp images	Nano Banana Pro	Low
AI actor generation	Soul Cast	Low
Native 4K images	Kling Image 3.0	Mid
Photo style transformation	Photodump (29 presets)	Low

Pricing tiers: Free (Soul 2.0, DoP Lite) · Low (0.1–2 credits) · Mid (2–10 credits) · Premium (10+ credits). See the Credit Cost Reference below for exact per-model costs.

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Video Models — Comparison

Model	Realism	Character	Motion	Style	Duration	Audio	Best for
Kling 3.0	★★★★★	★★★★★	★★★★★	★★★★☆	3–15s	✅	Cinematic, long, audio, multi-shot
Kling 3.0 Omni	★★★★★	★★★★★	★★★★★	★★★★☆	3–15s	✅	Video clone, storyboard control
Kling 3.0 Omni Edit	★★★★★	★★★★★	—	★★★★☆	3–10s	✅	Edit footage at 3.0 quality
Kling O1 Video (legacy)	★★★★★	★★★★★	★★★★☆	★★★☆☆	5–10s	❌	Multi-ref (7), start/end frame
Kling O1 Video Edit (legacy)	★★★★☆	★★★★★	—	★★★★★	3–10s	❌	Relight, restyle, swap, remove
Kling 3.0 Motion Control	★★★★★	★★★★☆	★★★★★	★★★☆☆	3–30s	Optional	Motion transfer from reference video
Kling 2.6 (legacy)	★★★★★	★★★★★	★★★★☆	★★★☆☆	5–10s	❌	Character drama, realism (no audio)
Kling 2.5 Turbo	★★★★☆	★★★★☆	★★★★☆	★★★☆☆	5–10s	❌	Fast Kling iteration
Sora 2	★★★★☆	★★★☆☆	★★★★★	★★★★☆	—	❌	Epic scale, physics, action
Wan 2.7	★★★★★	★★★★☆	★★★★★	★★★★★	2–15s	✅	60fps, T2V/I2V/R2V/edit, first+last frame
Wan 2.6	★★★★☆	★★★☆☆	★★★★☆	★★★★★	5–15s	❌	Artistic, stylized, improved physics
Wan 2.5	★★★★☆	★★★☆☆	★★★★☆	★★★★★	5–10s	✅	Native audio, artistic, fantasy
Seedance 2.0	★★★★★	★★★★★	★★★★★	★★★★☆	10s	✅	12-asset multimodal, complex motion
Seedance 1.5 Pro	★★★★☆	★★★★☆	★★★★☆	★★★★☆	10s	✅	Best lip-sync, multilingual audio
Seedance Pro	★★★☆☆	★★★☆☆	★★★☆☆	★★★☆☆	10s	❌	Fast iteration, no audio needed
Veo 3.1	★★★★★	★★★★☆	★★★★☆	★★★★☆	4–8s	✅	Ref images, first/last frame, 4K
Veo 3.1 Lite	★★★★☆	★★★★☆	★★★★☆	★★★★☆	4–8s	✅	Budget 3.1 quality, 1080p, I2V, volume
Veo 3	★★★★☆	★★★☆☆	★★★★☆	★★★☆☆	4–8s	✅	Nature, environment, stable model
Gemini Omni Flash	★★★★☆	★★★★☆	★★★☆☆	★★★☆☆	4–10s	✅	Reference-driven video (image + video refs), native audio, 720p
Grok Imagine Video	★★★★☆	★★★☆☆	★★★★☆	★★★★☆	1–15s	✅	Video editing, animate images
Minimax Hailuo 2.3	★★★★★	★★★★☆	★★★★★	★★★★☆	6–10s	❌	VFX, fluid motion, anime, physics
Minimax Hailuo 02	★★★★☆	★★★☆☆	★★★★★	★★★☆☆	6–10s	❌	Dance, sports, fluid motion
Higgsfield DoP (Lite/Standard/Turbo)	★★★☆☆	★★★☆☆	★★★★☆	★★★☆☆	3–5s	❌	I2V specialist, 50+ presets, optical physics

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Decision Flowchart

Is this image or video?
├── IMAGE
│   ├── Person / portrait? → Soul 2.0
│   ├── Cinematic keyframe for I2V pipeline? → Soul Cinema Preview
│   ├── Native 4K / image series / storyboarding? → Kling Image 3.0
│   ├── Maximum sharpness / 4K? → Nano Banana Pro
│   ├── Fast pro-quality / text rendering? → Nano Banana 2
│   ├── Reference consistency or dense text? → Seedream 4.5
│   ├── Complex layout / multi-panel? → Seedream 5.0 Lite
│   ├── Text/logo in image? → GPT Image 1.5
│   └── Edit an existing image? → Flux Kontext
│
└── VIDEO
    ├── EDIT existing footage?
    │   ├── Relight, restyle, swap, remove → Kling O1 Video Edit
    │   └── Higher quality 3.0 edit → Kling 3.0 Omni Edit
    │
    ├── Is a human character the focus?
    │   ├── Need audio, long clip (15s), multi-shot → Kling 3.0
    │   ├── Need to clone from reference video → Kling 3.0 Omni
    │   ├── Best lip-sync + multilingual → Seedance 1.5 Pro
    │   ├── No audio needed, great character → Kling 2.6
    │   └── Fast iteration → Kling 2.5 Turbo
    │
    ├── Need motion transfer from reference video?
    │   └── → Kling 3.0 Motion Control
    │
    ├── Animate a still image with cinematic camera?
    │   └── → Higgsfield DoP (Lite/Standard/Turbo)
    │
    ├── Is the environment/phenomenon the hero?
    │   ├── Nature, documentary, stable → Veo 3
    │   ├── Need ref image consistency → Veo 3.1
    │   ├── Budget Veo 3.1 quality / volume → Veo 3.1 Lite
    │   ├── 60fps, first+last frame, ref images → Wan 2.7
    │   └── Artistic, painterly, fantasy → Wan 2.5/2.6
    │
    ├── Is it action/spectacle?
    │   ├── Epic scale, crowds, physics → Sora 2
    │   ├── VFX, anime, fluid motion → Minimax Hailuo 2.3
    │   └── Dance, sports, budget motion → Minimax Hailuo 02
    │
    ├── Need maximum reference control?
    │   ├── Up to 12 assets (images+video+audio) → Seedance 2.0
    │   ├── Up to 7 image refs → Kling O1 Video
    │   ├── Image + video refs with native audio (4–10s, 720p) → Gemini Omni Flash
    │   └── Up to 3 asset refs → Veo 3.1
    │
    └── Speed/cost priority?
        ├── Fastest Kling → Kling 2.5 Turbo
        ├── Fastest Seedance → Seedance Pro
        └── Fastest Veo → Veo 3.1 Fast or Veo 3 Fast

---

Image Models — Quick Selection

Need	Model	Credits
Fashion / cultural portrait	Soul 2.0	Free
Cinematic keyframe for I2V	Soul Cinema Preview	Low
Consistent character identity (16:9)	Soul Cast	budget 10–500
Environment / location plate	Soul Location	—
Cheapest generation	Z-Image	0.15
Low-cost portrait	Higgsfield Soul	0.5
Low-cost 2K square	Kling O1	0.5
Native 4K / image series	Kling Image 3.0	—
4K + advanced editing	Kling Image 3.0 Omni	—
Fast versatile 2K	Seedream 5.0 Lite	1
4K versatile	Seedream 4.5	1
Sketch-to-image (Draw)	Nano Banana	1
Artistic / stylized	Wan 2.2	1
Blend multiple references	Multi Reference	1.5
Fast pro-quality + text rendering	Nano Banana 2	1.5
Budget NB2 (1k only, thinking MINIMAL/HIGH)	Nano Banana 2 Lite	—
Complex prompts / text in image	GPT Image 1.5	2
Reference-based editing + best text rendering	OpenAI Hazel	—
Max fidelity / Thinking mode / 14 refs	Nano Banana Pro	2
Image editing / inpainting	Flux Kontext	varies
Photo style transformation (29 cartoon/illustration presets)	Photodump	Low

Full image model specs + UI controls → ../../image-models.md Full Photodump preset library (29 named styles) → ../../photodump-presets.md

---

Budget Tiers

Image models — by credit cost:

• Free / near-free: Soul 2.0 (5K gens) · Z-Image (0.15) · Face Swap (2 free)
• Budget (0.5–1): Higgsfield Soul · Kling O1 · Seedream family · Nano Banana · Wan 2.2 · Reve
• Mid (1.5–2): Nano Banana 2 · Multi Reference · FLUX.2 Pro · Flux Kontext Max · GPT Image · NB Pro · Character Swap
• Premium (5–6): FLUX.2 Flex · FLUX.2 Max

General pricing tiers (video + image, approximate):

• Free: Soul 2.0 · DoP Lite (limited)
• Low: 0.1–2 credits per generation
• Mid: 2–10 credits per generation
• Premium: 10+ credits per generation

For exact per-model video costs see the Credit Cost Reference in ../../model-guide.md.

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Unique Feature Matrix

Feature	Available on
Native audio (dialogue, SFX, ambient)	Kling 3.0/Omni · Seedance 1.5 Pro/2.0 · Veo 3/3.1 · Grok Video · Gemini Omni Flash
Soul ID character slot	Soul 2.0 · GPT Image · Higgsfield Soul
@ Elements syntax	Seedream 4.5/5.0 Lite · Nano Banana Pro · Cinema Studio
Draw (sketch-to-image)	Nano Banana · Nano Banana Pro
Video editing (relight/restyle/swap)	Kling O1 Video Edit · Kling 3.0 Omni Edit · Grok Video
Multi-image reference blend	Multi Reference · Nano Banana Pro (14 refs) · Kling O1 Video (7 refs)
Start/end frame control	Kling O1 Video · Veo 3.1 · Wan 2.7
Video extension (up to 148s)	Veo 3.1
Performance cloning from video	Kling 3.0 Omni
Up to 30s camera/motion transfer	Kling 3.0 Motion Control
Soul Cast AI actors	Cinema Studio 2.5 · standalone soul_cast image model (16:9, budget 10–500)
Soul Cast AI actors (General 2K / Character 4K / Location 4K)	Cinema Studio 3.0 (Business/Team)
Built-in color grading	Cinema Studio 2.5 (full grading suite) · Cinema Studio 3.5 (Color Palette axis in Style Settings — 8 named palettes)
Native dual-channel stereo audio	Cinema Studio 3.0 (Business/Team) · Kling 3.0/Omni · Seedance 2.0/1.5 Pro · Veo 3/3.1 · Wan 2.5/2.7
Soul HEX color matching	Soul 2.0 · Soul Cinema Preview · Cinema Studio 2.5
Native 4K image series	Kling Image 3.0
Style presets + Color Transfer	Soul 2.0
Google Search grounding	Nano Banana Pro
Negative prompts supported	Veo 3/3.1 only
Smart auto-camera planning	Cinema Studio 3.0 (Business/Team)

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Key Model Notes

Kling 3.0 vs 2.6: 3.0 is the current top model — longer clips (15s vs 10s), native audio, multi-shot AI direction, physics engine, 4K HDR, stylized output engine. 2.6 is now legacy — use 3.0 for all new work unless cost is the primary constraint.

Kling V3 vs O3: Use V3 for prompt-driven cinematic work (text-to-video, image-to-video). Use O3 when you have reference media (video or image+audio) to anchor character identity — O3's reference-based consistency is its defining advantage.

Kling 3.0 Motion Control: Upload a 3–30s reference clip to transfer full-body motion, hand gestures, facial expressions. Image Orientation for camera/talking head; Video Orientation for complex motions (dancing, action, full-body movement).

Seedance 2.0: Rule of 12 (up to 12 assets per generation). Real person face uploads blocked — use synthetic character references. Best practices for Seedance 2.0 prompting are integrated into the sub-skills (see higgsfield-prompt, higgsfield-camera, higgsfield-motion).

Veo 3.1 vs 3.1 Lite vs 3: 3.1 adds reference images (up to 3), first/last frame, video extension, 4K. 3.1 Lite is budget-priced 3.1 quality at 1080p — supports T2V and I2V, costs less than half of 3.1 Fast. 3 is stable and proven. Use 3.1 for subject consistency, 3.1 Lite for volume, 3 for pure environment/nature.

Wan 2.7: Major upgrade — native 60fps (vs 24fps in 2.6), up to 15s duration, first+last frame anchoring, up to 5 reference images, 4-model suite (T2V/I2V/R2V/video edit), Flow-Matching architecture. 40% better physics consistency over 2.6.

Wan 2.5: First Wan version with native audio — joint text/audio/video generation. Supports audio-driven video (upload audio to drive visuals). 1080p, 5–10s.

Minimax Hailuo 2.3 vs 02: 2.3 is a major upgrade — improved physics, anime/illustration styles, facial micro-expressions, better prompt adherence. Fast variant now at 1080p (02 Fast was 512p). 02 remains available for budget motion work.

Grok Imagine: Aurora architecture (autoregressive, not diffusion) — excels at text/logo rendering and multi-image compositing. Image editing supports multi-turn iterative chains.

Gemini Omni Flash: Google's reference-driven video model — accepts both image and video references, generates native audio, 4–10s at 720p (16:9 or 9:16). Use it when you want reference-anchored clips with sound at a fast/light tier rather than flagship fidelity.

For deep documentation on any specific model → read MODELS-DEEP-REFERENCE.md

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Cinema Studio 3.0 (Business/Team Plan)

Cinema Studio 3.0 is a separate generation engine available on Business and Team plans. Version toggle in the upper-right corner of the Cinema Studio UI switches between 2.5 and 3.0.

Feature	Cinema Studio 2.5	Cinema Studio 3.0 (Business/Team)	Cinema Studio 3.5
Video Resolution	Up to 1080p	Up to 720p (may increase)	480p / 720p / 1080p (three-tier)
Image Resolution	Up to 4K	Up to 4K (Character/Location) · Up to 2K (General)	1.5K / 2K (Soul Cinema, default image model) · 1K / 2K / 4K (Cinematic Cameras image model)
Max Duration	12s	15s	15s
Aspect Ratios	6 options	7 options (+ 21:9 ultrawide)	Video: 7 options (Auto, 16:9, 9:16, 4:3, 3:4, 1:1, 21:9) · Image: 8 options (1:1, 3:4, 2:3, 9:16, 3:2, 4:3, 16:9, 21:9)
Audio	On/Off	On/Off (native dual-channel stereo)	On/Off (generated alongside video)
Shot Control	Manual multi-shot	Smart (auto) + Custom multi-shot	Video: 3-pill main UI (Genre / Style / Camera) · Image: Cinematic models picker (Soul Cinema default + Cinematic Characters / Locations / Cameras) — see higgsfield-cinema
Generation Cost	Varies	48 credits	Varies — see Higgsfield plan documentation

For full Cinema Studio 3.0 documentation → see higgsfield-cinema

Cinema Studio 3.5 sits alongside 2.5 and 3.0 in the model selector — all three coexist on the platform, version is user-selected, and there is no auto-routing between them. 3.5 reframes the surface: the main UI collapses creative control into three pills (Genre / Style / Camera), each defaulting to Auto with manual override available. Optical physics is restored via a four-axis Camera Settings panel (Camera Body / Lens / Focal Length / Aperture, with 75mm added as a new focal length vs 2.5's 8/14/35/50mm set — vocabulary differs from 2.5; do not mix). The Style Settings panel exposes three preset axes (Color Palette / Lighting / Camera Moveset Style) plus a free-form Manual Style mode for natural-language style direction. An AI director toggle is visible in the bottom toolbar; function not yet documented. 3.5 supports both video and image generation; the image-mode picker exposes four Cinematic models (Soul Cinema default, plus Cinematic Characters, Cinematic Locations, and Cinematic Cameras with 2.5 vocabulary) — see higgsfield-cinema for the image-mode surface.

For full Cinema Studio 3.5 documentation → see higgsfield-cinema

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Related skills

• higgsfield-prompt — MCSLA formula, prompt structure
• higgsfield-cinema — Cinema Studio model selection
• higgsfield-assist — Credit optimization and plan selection
• higgsfield-audio — Audio-capable model details
• templates/ — Annotated templates with per-genre model recommendations