Which image model should be used for keyframes, edits, text and outfits?
On Higgsfield: For a realistic start photo of a person or an animal Higgsfield's pages name Soul 2.0, which Adil also uses to cast models for being creative and super affordable, while Soul Cinema stays his top choice for characters, cheap enough to try many options.
Without Higgsfield: For start and end frames, readable text and precise edits such as outfit swaps or removing an object, Higgsfield's latest pages name Nano Banana Pro, with output up to 4K, and GPT Image 2 for designed graphics, thumbnails and product photos with accurate labels. Adil edits a chosen character sheet in Seedream 5.0 Pro, which he calls the best model right now for image editing, with a prompt from Claude, and he runs the same character-sheet prompt through several models (Seedream 5.0 Pro, GPT Image 2, Nano Banana) to pick the best for each job.
Axis: Nano Banana Pro … GPT Image … Seedream … Soul Cinema … Recraft
Answers by date: 109 records in 93 sources, newest first; the answers above are the current ones. The advice was refined (2025, 2026), never reversed, in these records.
| date | who | answer | source |
|---|---|---|---|
| 2026-10-24 | Adil | Adil generates many options for the heavyset gangster boss Ron in Soul Cinema, which he calls the cheapest yet the most creative model. | The Complete AI Filmmaking Masterclass Everyone’s Missing (Full Tutorial) 00:03:21 |
| 2026-10-24 | Adil | Adil usually makes his characters in Soul, but Soul does not support image-to-image, so to build a character from his own photo he uses GPT Image 2.5. | The Complete AI Filmmaking Masterclass Everyone’s Missing (Full Tutorial) 00:01:21 |
| 2026-10-22 | a guest | The presenter uses Soul 2.0, called the best image model for ultra-realistic faces and locations, to avoid the typical AI face. | 5-Step Workflow: How to Make Viral AI Short Dramas (60M Views) 00:03:36 |
| 2026-10-16 | Adil | For casting the model of his sunglasses ad, Adil likes Soul 2.0, Higgsfield's own image model, because it is really creative and super affordable. | AI Creation: First Steps: Product Images and Ads 00:02:55 |
| 2026-10-07 | Adil | Adil edits the chosen character sheet in Seedream 5.0 Pro, which he calls the best model right now for image editing, with a prompt from Claude; the result has softer lighting and visible skin texture. | How To Prompt Like a Director Using Opus 5.5 + Seedance 2.5 (Full Workflow) 00:01:38 |
| 2026-10-07 | Adil | Adil calls Soul Cinema his top choice right now for characters, affordable enough to try many options. · also said: 2026-07-07 This is How I Made an Ultra Realistic AI Short Film Using Seedance 2.0 in 4K (Full Workflow) | How To Prompt Like a Director Using Opus 5.5 + Seedance 2.5 (Full Workflow) 00:00:29 |
| 2026-09-23 | Amina | The team made all the assets of Passport Rush with Higgsfield's own image model Soul 2.0. | How To Animate a Short Film with Blender + Higgsfield (Breakdown) 00:06:12 |
| 2026-09-22 | Higgsfield | Higgsfield calls GPT Image 2.5 Flare the default for most image tasks. · also said: 2026-09-08 Higgsfield Meets GPT Image 2.5: How It Works and What You Get | Changelog: GPT Image 2.5. Now on Higgsfield |
More answers (48)
| date | who | answer | source |
|---|---|---|---|
| 2026-09-19 | Higgsfield | Double Shots used Nano Banana Pro for images and Seedance 2.0 for video, both on Higgsfield, and finished selected outputs with Topaz Labs Upscaling, which the case study calls Higgsfield's integrated upscaling and enhancement tool. | Double Shots Produces Music Videos for Pop Idol, Ivy, with Cinema Studio |
| 2026-09-11 | Higgsfield | Vertex CGI generated the Moria installation scenes in Nano Banana Pro, matching the location, weather and people's clothing so each installation felt grounded in the real environment. | Netflix’s Moria Hybrid Campaign by Vertex CGI with Higgsfield |
| 2026-09-10 | Higgsfield | For wedding key frames Higgsfield matches models to jobs: GPT Image 2 for general-purpose frames and reliable text, Nano Banana Pro for precise object control, Seedream 5.0 Pro for shots with both partners, Soul Cinema for a film-style grade. | How to Create a Wedding Invitation with AI: Photo & Video |
| 2026-09-08 | Higgsfield | Higgsfield advises Soul 2.0 for recurring characters, fashion and editorial work, Nano Banana Pro for flexible editing, text-heavy images and broader styles, and both when a workflow needs character consistency and detailed editing. | Soul 2.0 vs Nano Banana Pro: Which AI Image Model Should You Use? |
| 2026-09-01 | Higgsfield | For the image step of a one-platform workflow, Higgsfield's blog recommends Recraft for design work or Soul for character consistency. | How to Generate Images, Voice, and Edit AI Video in One Place: The Higgsfield Workflow |
| 2026-08-31 | Higgsfield | Higgsfield's blog says the best Midjourney alternative depends on the job: Flux for photorealism and API access, Ideogram for text inside images, Adobe Firefly for commercially safe output. | 10 Best Midjourney Alternatives in 2026 |
| 2026-08-26 | Higgsfield | Higgsfield advises Recraft V4.1 when the model should explore lighting, composition and visual direction, as for a new visual or concept from scratch. | Recraft V4 Is Now on Higgsfield: V4.1, Styles, and Utility Explained |
| 2026-08-24 | Higgsfield | In Higgsfield's three-model test, Soul 2.0 produced the strongest photorealistic portrait, with fashion-grade realism and camera-like imperfections built in. | The 10 Best AI Image Generators in 2026 |
| 2026-08-24 | Higgsfield | Higgsfield's blog says the best AI image generator in 2026 is the one that matches the job: Soul 2.0 for photorealistic people, Nano Banana Pro for precise edits, Ideogram for text in the frame, Seedream 5.0 for restyling and infographics. | The 10 Best AI Image Generators in 2026 |
| 2026-08-21 | Adil | Adil runs the same character-sheet prompt through several image models (Seedream 5.0 Pro, GPT Image 2, Nano Banana) and picks the best for each job, since every model has its own strength. | How to Make a Wedding Love Story Using AI (Full Tutorial) 00:16:00 |
| 2026-08-21 | Adil | Adil calls Soul Cinema hands down the best model right now for generating locations, because of the variety it gives. · also said: 2026-05-09 How to Make AI Films That Don't Look AI (Full Tutorial), 2026-07-02 5-Step Workflow To Make Ultra-Realistic AI Short Films (Seedance 2.0 4K) | How to Make a Wedding Love Story Using AI (Full Tutorial) 00:06:01 |
| 2026-08-07 | Higgsfield | For the dragon, Higgsfield switches the image model to Seedream 5.0, which it calls the best at fantasy creatures. | AI vs VFX: Can Seedance 2.5 Beat VFX? |
| 2026-08-07 | Higgsfield | For a character sheet from one photo, Higgsfield's blog has Claude write the prompt (grey background, full-body front and back, a close-up) and generates it in Nano Banana 2, which it calls the best model at matching faces. · also said: 2026-08-07 I Challenged a Pro VFX Artist to Beat AI | AI vs VFX: Can Seedance 2.5 Beat VFX? |
| 2026-08-07 | Adil | Adil says GPT Image 2 handles clothing best, which makes it his model for changing a character's outfit, useful for anyone with their own clothing brand. | I Challenged a Pro VFX Artist to Beat AI 00:15:03 |
| 2026-08-02 | Higgsfield | For a Higgsfield DoP keyframe, Higgsfield advises generating it in the image input or first in an image model: Soul for its signature cinematic look, or Nano Banana Pro for precision. | How do I use DoP? |
| 2026-08-02 | Higgsfield | Higgsfield's help centre names the most used Nano Banana models by job: Nano Banana Pro for precision generation with prompt reasoning, Nano Banana 2 for fast production at scale, Nano Banana for editing existing images by instruction. | How do I use Nano Banana? |
| 2026-08-01 | Higgsfield | Higgsfield advises Seedream, built around visual reasoning, when an image prompt is detailed or compositionally complex. | Which AI model should I use? |
| 2026-08-01 | Higgsfield | Higgsfield says Soul Cinema works especially well as a starting point for AI video, for example as the keyframe input for Kling or Seedance. · also said: 2026-03-04 Soul Cinema Preview: Cinematic-Grade Visuals In One Click | How do I use Soul Cinema? |
| 2026-07-19 | Higgsfield | Higgsfield's blog advises Seedream 5.0 Lite for context-aware generation from natural language with live web data, and Seedream 5.0 Pro when precision matters: infographics, surgical edits, multilingual text and photoreal light. | 7 Best Platforms to Use Seedream 5.0 (Tested & Compared) |
| 2026-07-14 | Alex Shalson | For concept visuals and building the Maradona brand world, One of One used image generation, primarily Nano Banana Pro, Nano Banana 2 and Cinema Studio, choosing a model per look and task. | How One of One, the Studio Behind the Official Maradona Label, Took a Brand World From Concept to Sold Out With Higgsfield |
| 2026-07-02 | Higgsfield | For characters made from scratch, Higgsfield calls Soul Cinema the best and the cheapest image model, at 1 credit for 8 images. | Recreate Our 1-Minute Seedance 4K Film - The Full Seedance 4K Breakdown With All Prompts |
| 2026-07-02 | Higgsfield | GPT Image 2 made the TV-remote prop look flat, without depth or shadows, which Seedance 2.0 might render as 2D; Nano Banana Pro, same prompt, gave depth, highlights and tapered edges. · also said: 2026-07-02 5-Step Workflow To Make Ultra-Realistic AI Short Films (Seedance 2.0 4K) | Recreate Our 1-Minute Seedance 4K Film - The Full Seedance 4K Breakdown With All Prompts |
| 2026-06-29 | Adil | To add a specific creature (lizards climbing a building), Adil gives the AI a lizard made in GPT Image 2 as input: when you know exactly what you want, it is better to show the AI than to describe it. · also in: Add AI VFX to Real Footage: Add a creature with a reference image | I Added Insane AI VFX to Real Footage in 4K(Seedance 2.0) 00:06:07 |
| 2026-06-22 | Higgsfield | In Higgsfield's ad workflow GPT Image 2 makes product sheets, edits and schematic maps, Soul Cinema and Cinematic Locations make the photoreal stills of the character and locations, and Seedance 2.0 generates the scenes. | 3-Step Workflow To Make Ultra-Realistic AI Ads |
| 2026-06-09 | Higgsfield | For editing an existing image or carrying a look across a set of images, Higgsfield's blog says reference tools such as Nano Banana Pro and Flux Kontext lead. | Why Does Your AI Character's Face Keep Changing? |
| 2026-05-28 | Adil | Adil recommends GPT Image 2.0 to designers and sellers for Amazon or Shopify product cards made in minutes, and for social media posts, presentations and comic books. | GPT Image 2 is here. AI text - solved 🧩 00:00:00 |
| 2026-05-18 | Adil | Adil says a logo needs only a rough direction, not an exact picture: even with a simple prompt GPT Image 2.0 picks up the direction and fills in the gaps, so no paragraph is needed. | I Created 10+ Beauty Ads in 1 Hour — No Agency Needed 00:02:53 |
| 2026-05-11 | Adil | For the static images of the campaign, Adil tells Claude to switch to GPT Image 2.0 and generate the full image pack from the same content plan and product, with no re-uploading or re-explaining the brand. | Higgsfield MCP + Claude Just Changed Marketing Forever! 00:17:29 |
| 2026-05-09 | Adil | For image edits Adil runs both Nano Banana Pro and GPT Image 2, which he says does pretty well with edits. | How to Make AI Films That Don't Look AI (Full Tutorial) 00:20:41 |
| 2026-04-30 | Adil | Adil says every Hell Grind character was made in Soul Cinema and edited in GPT Image 2, with iteration as the key: Jax took nearly 600 Soul Cinema generations and a couple hundred more in GPT Image 2 for the outfit. | World's First Ever 80 Minute AI Film · Road to Cannes Ep. 1 00:09:18 |
| 2026-04-08 | Higgsfield | For the low-poly arena scene, Nano Banana Pro edits the Soul Cinema keyframe to give the hero brown hair and a black suit matching Scene 1, keeping everything else, with no new generation needed. | AI Short Film – Full Prompt Library: Seedance 2.0 |
| 2026-03-17 | Mohanad Nassar | For Grandma and the Wasp the images were made with Nano Banana and Cinema Studio on Higgsfield, the animation with Kling and Seedance, and the edit, the hardest part, in Adobe Premiere. | World's Biggest AI Video Contest — Winner Reveal & Live Screening 00:39:09 |
| 2026-03-13 | Adil | Adil says Soul Cinema makes cinematic images by default, with nothing special needed in the prompt. | The Complete AI Short Film Workflow Everyone's Missing 00:03:42 |
| 2026-03-12 | Higgsfield | Higgsfield made the film's character portraits in Soul Cinema from short prompts such as "A close up of an American policeman" and "A close up of a woman in her mid-twenties". | AI Short Film – Full Prompt Library (YouTube video) |
| 2026-03-01 | Adil | Against blurry or plastic-skinned start frames Adil uses the right model and prompts: he selects Soul 2.0 in Images, which he calls hands down the best model right now for production video images. | AI Videos Look Bad? Here's Why 00:01:38 |
| 2026-02-25 | Higgsfield | Higgsfield's blog keeps Nano Banana Pro as the tool for high-precision creative production and calls Nano Banana 2 the practical default for rapid generation and iteration. | Nano Banana 2: Pro-Level Al Image Generation with Gemini 3.1 Flash. Let's Peel It Back |
| 2026-02-23 | Higgsfield | Higgsfield's blog calls Seedream 5.0 Lite, for its text rendering and poster-style layouts, a more viable option for social media marketing images. | Seedream 5.0 Lite: Review, How to, & Comparison with Seedream 4.5 |
| 2026-01-29 | Adil | Adil ranks Nano Banana Pro easily S tier among image models: great at following prompts, with deep knowledge of historical and real-life data, and better text rendering than anything else on the market. · also said: 2025-12-01 Meet Z-Image: What's New from Alibaba in AI Image Generation?, 2025-12-23 A $1,000,000 AD Using Just 2 tools · Full AI Workflow | I Ranked Every AI Model So You Don't Have To 00:02:44 |
| 2025-12-08 | Higgsfield | Higgsfield's blog recommends GPT Image 1.5 for writing, diagrams, analytical tasks and visual planning rather than for stylized or high-fidelity artwork. | GPT Image 1.5 by OpenAI is on Higgsfield: A Complete Guide |
| 2025-11-19 | Higgsfield | Higgsfield advises drafting a scene in Nano Banana Pro first, for clear layout, structured logic, accurate text and stable identity. · also said: 2025-11-18 Nano Banana Pro is Here: Full Review with a Guide | Nano Banana Pro Has Arrived. How Google's Latest Image Model Will Change The Game? |
| 2025-10-13 | Ruslan | To make a product image 9:16, Ruslan recreates it in Seedream 4.0, which he suggests over Nano Banana, at 9:16 with "recreate this exact image, do not change anything". | Master Sora 2 for AI Commercials And Grow Audience 00:47:07 |
| 2026-10-22 | Higgsfield | Higgsfield's prompt generator page names Nano Banana 2 the default for most image tasks, for image editing, identity precision and cartoon styles. | AI Prompt Generator |
| 2026-10-22 | Higgsfield | For prompt-led object swaps, pose edits and scene reconstruction with multiple references and accurate in-image text, the AI Photo Editor page advises Nano Banana Pro, with up to 4K output (as of 2026-10-22). · also said: 2026-10-22 AI Image Upscaler, 2026-10-22 AI Human Generator, 2026-10-22 AI IMAGE EDITING & IN-PAINTING, 2026-10-22 AI Anime Generator, 2026-10-22 AI Drawing Generator | AI Photo Editor |
| 2026-10-22 | Higgsfield | For accurate start and end frames, brand text in the frame and reference-driven setups, with output up to 4K, the page advises Nano Banana Pro (as of 2026-10-22). · also said: 2026-10-22 AI Movie Maker, 2026-10-22 Text to Video AI, 2026-10-22 AI Animation Generator, 2026-10-22 AI Podcast Generator, 2026-10-22 AI Explainer Video Maker, 2026-10-22 Image to Video AI, 2026-10-22 AI Video Editor, 2026-10-22 Script to Video AI, 2026-10-22 Video to Video AI, 2026-10-22 AI Long Video Generator, 2026-10-22 AI Product Video Generator, 2026-10-22 Sketch to Video AI | AI Brand Video Generator |
| 2026-10-22 | Higgsfield | For an animal image, Higgsfield advises choosing art style, camera angle and environment in the prompt, or masking an area to repaint markings, colours and lighting with Nano Banana 2 or Seedream 5.0 Pro. | AI Animal Generator |
| 2026-10-22 | Higgsfield | To create a realistic start photo of a person for a human video, the AI Human Video Generator page names Soul 2.0. · also in: AI Animal Video Generator | AI Human Video Generator |
| 2026-10-22 | Higgsfield | For designed graphics such as posters, banners, ads, thumbnails, infographics and UI mockups with accurate text, the AI Design Generator page names GPT Image 2. · also said: 2026-04-30 Build a Full Marketing Stack for Your App — Full Prompts, 2026-05-25 I Built an Entire Marketing Agency With 1 AI Tool!, 2026-08-01 Which AI model should I use?, 2026-10-22 AI Product Photography, 2026-10-22 AI Thumbnail Generator, 2026-10-22 AI Presentation Maker, 2026-10-22 AI Profile Picture Generator | AI Design Generator |
| 2026-10-22 | Higgsfield | For a title card on which names and the date read perfectly, Higgsfield advises making a still image in /ai/image with Nano Banana Pro or GPT Image. · also said: 2026-10-22 AI Event Video Maker, 2026-10-22 AI Invitation Video Maker | AI Anniversary Video Maker |