# Higgsfield Models > > - **Type:** Skill - **Install:** `agentstack add skill-osidemedia-higgsfield-ai-prompt-skill-higgsfield-models` - **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior - **Seller:** [OSideMedia](https://agentstack.voostack.com/s/osidemedia) - **Installs:** 0 - **Category:** [Content & Media](https://agentstack.voostack.com/c/content-and-media) - **Latest version:** 0.1.0 - **License:** MIT - **Upstream author:** [OSideMedia](https://github.com/OSideMedia) - **Source:** https://github.com/OSideMedia/higgsfield-ai-prompt-skill/tree/main/skills/higgsfield-models - **Website:** https://higgsfield.ai ## Install ```sh agentstack add skill-osidemedia-higgsfield-ai-prompt-skill-higgsfield-models ``` Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent. ## About # 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`. --- ## 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. --- ## 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 | | 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 | --- ## 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 │ └── 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 | | 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 | | Complex prompts / text in image | GPT Image 1.5 | 2 | | 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`. --- ## 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 | | 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 | | 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) | --- ## 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. For deep documentation on any specific model → read `MODELS-DEEP-REFERENCE.md` --- ## 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` --- ## 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 ## Source & license This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code. - **Author:** [OSideMedia](https://github.com/OSideMedia) - **Source:** [OSideMedia/higgsfield-ai-prompt-skill](https://github.com/OSideMedia/higgsfield-ai-prompt-skill) - **License:** MIT - **Homepage:** https://higgsfield.ai Install and usage instructions live in the source repository linked above. ## Pricing - **Free** — Free ## Security capabilities Automated source analysis of v0.1.0 — what this tool can access: - **Network access:** no - **Filesystem access:** no - **Shell / process execution:** no - **Environment & secrets:** no - **Dynamic code execution:** no *"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.* ## Versions - **0.1.0** — security scan: passed — Imported from the upstream source. ## Links - Listing page: https://agentstack.voostack.com/l/skill-osidemedia-higgsfield-ai-prompt-skill-higgsfield-models - Seller: https://agentstack.voostack.com/s/osidemedia - Browse the marketplace: https://agentstack.voostack.com/browse --- Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.