NightCafe offers a lot of models, and that can feel like a lot to take in when you're starting out. The good news is that you don't need to work your way through the list. A small group of models covers almost everything, and these are the ones we'd recommend reaching for first:
| If you want… | Use this | Approx. credits |
|---|---|---|
| One model for almost everything — newest everyday pick, and the best value in the lineup | GPT Image 2.5 Flare on Quality Low (PRO) | ~1 |
| Flagship quality for very few credits | Muse Image (PRO) — unlimited on AI Creator+ | ~2 |
| Flux 3 quality for fewer credits (PRO) | Flux 3 Klein — 1K to 4K plus reference-image editing | from 0.75 |
| Fast Seedream 2K + prompt-to-edit (PRO) | Seedream 5.0 Flash — flat 2 credits at 1K or 2K, up to 10 references | 2 |
| More detail and polish from that same family | GPT Image 2.5 Quality Medium / High, or GPT Image 2 Medium / High | ~1.5+ / ~5.5 / ~22 |
| The strongest image editing available in Studio | GPT Image 2.5, GPT Image 2, Muse Image | ~1+ / ~1+ / ~2 |
| Good results without a PRO subscription | Z-Image Turbo, or Flux 2 Klein 9B Fast if you also want to edit images | ~0.5 / ~0.75 |
| Completely free (no credits) | Stable Diffusion 1.5 or DreamShaper v8 | 0 |
| Short video on any PRO plan for few credits | P-Video-2 Fast (PRO) | ~8 for 5s at 720p |
If you only remember one thing: GPT Image 2.5 Flare on Quality Low is the default recommendation for most people and most prompts. It sits at the top of the Studio model picker, costs about one credit, and is unlimited on AI Creator and above at Low (up to 2 credits — so Low at Medium Res or High Res). See GPT Image 2.5 on NightCafe.
Think of the models above as the safe choices — the ones most likely to give you a good result whatever you ask them for. The rest of the lineup is well worth exploring once you've found your feet, because every model has its own look, its own quirks and its own strengths. Trying a few is a big part of the fun, and a model that ranks lower on paper is sometimes exactly the aesthetic you were after. The rest of this guide covers those options, and which model to pick when you want something specific.
If you would rather see models side by side, NightCafe has a free AI Model Comparison at creator.nightcafe.studio/evals — including an Image Editing tab for prompt-to-edit. Looking at it does not spend credits. You can also open it from Studio's model picker, Prompt to Edit, your profile menu, or the site footer.
NightCafe's next live workshop is Testing Scary Good Templates on Monday, 26 October 2026 (10:00 a.m. Pacific / 5:00 p.m. UTC), streamed on YouTube and Facebook. Details and watch links: creator.nightcafe.studio/live-workshop.
Recommendations below are based on the Artificial Analysis image arenas (blind human preference voting for both text-to-image and image editing) cross-referenced against NightCafe's own credit pricing, as at 21 October 2026.
"Value" means quality per credit, not simply the cheapest option. Because the strongest value picks are PRO models, the lists are split.
| Model | Approx. credits | Why it's good value |
|---|---|---|
| GPT Image 2.5 Flare / Sunburst (Low) | ~1 | The best everyday value on NightCafe. Newest OpenAI generation, Quality Low by default, Prompt to Edit, multi-image fusion and consistent characters. Flare is the faster everyday pick (top of the picker); Sunburst is the higher-precision twin at the same price. Unlimited on AI Creator+ when the job is 2 credits or less. |
| Flux 3 Klein | from 0.75 | The affordable Flux 3 (PRO). 1K from 0.75 credits, 2K from 1.75, 4K from 10. Prompt-to-edit and up to 4 reference images (extra cost capped after two). Independent arenas have not listed Klein yet; it is the cheapest way to get Flux 3 generation and 4K on NightCafe. See Flux 3 Klein on NightCafe. |
| Muse Image | ~2 | Meta's flagship. Strong text-to-image and editing for two credits, and a single image is unlimited on AI Creator and above. The best quality-per-credit above the sub-1-credit tier if you want a 2K default. |
| Seedream 5.0 Flash | 2 | ByteDance's fast Seedream (21 October 2026). Flat 2 credits at 1K or 2K, prompt-to-edit, up to 10 reference images included. Independent arenas have not listed Flash yet; it is the cheapest current Seedream 5. See Seedream 5.0 Flash on NightCafe. |
| GPT Image 2 Low | ~1 | The previous OpenAI generation, still excellent. Independent arenas now rank GPT Image 2.5 (max) first; GPT Image 2 High is close behind. Low is the cheap setting of that same previous-generation family. Unlimited on AI Creator+. |
| Qwen Image 2512 | ~1 | Strong realism and excellent text for a single credit (text-to-image only). |
| GPT Image 1.5 Low | ~1 | The previous OpenAI generation. Still very capable, and supports editing and fusion. |
| Nano Banana 2.1 | ~3.5 at 1K | Updated Google model (October 2026): 1K–4K, up to 14 reference images, prompt-to-edit. Unlimited 1K on AI Artist. See Nano Banana 2.1 on NightCafe. |
| Nano Banana 2 Lite | ~3.5 | A simpler 1K-only Google editor if you do not need 2.1's extra resolution or 14-image fusion. |
| Seedream 4.0 / 4.5 | ~3.5 / ~4.5 | Still the Seedream pick when you need native 4K. Prefer Flash for everyday 2K work. |
| Model | Approx. credits | Why it's good value |
|---|---|---|
| Z-Image Turbo | ~0.5 | The best realism per credit without a subscription. Text-to-image only. |
| Flux 2 Klein 9B Fast | ~0.75 | The best all-rounder on a free account: sub-second generation plus prompt-to-edit, multi-image fusion and consistent characters. |
| Flux Schnell | ~0.5 | Very fast and very cheap, at older Flux quality. |
| Flux 2 Klein 4B Fast | ~0.5 | A smaller Klein model — fine for drafts and iteration. |
| HiDream I1 Fast | ~1 | Artistic, high-clarity looks at low cost. |
| Qwen Image Edit Plus | ~2 | The best photo editing available without PRO; also combines reference images. |
| Flux Kontext Dev | ~2.5 | Natural-language photo editing, no PRO required. |
| Stable Diffusion 1.5, DreamShaper v8 | Free | Free base generations, at 2022-era quality. |
A fast lookup. Picks are deliberately short — the first model listed is the one to suggest unless the person has a reason to avoid it.
| Task / use-case | Best picks | Why |
|---|---|---|
| Anything and everything | GPT Image 2.5 Flare (Low), then raise Quality or try Sunburst | Newest everyday model at ~1 credit. Independent arenas now rank GPT Image 2.5 (max) first; Low is the cheap setting of that same family. |
| Best value (PRO) | GPT Image 2.5 Low, Flux 3 Klein, Muse Image, Seedream 5.0 Flash, GPT Image 2 Low | Flagship-class quality for 1–2 credits (Klein from 0.75), with Creator+ unlimited on GPT 2.5 Low / Muse singles. Flash is the 2-credit Seedream. |
| Best value (no PRO) | Z-Image Turbo, Flux 2 Klein 9B Fast | Strong results for well under a credit. |
| Free | Stable Diffusion 1.5, DreamShaper v8 | Free base generations, no PRO required. |
| Editing an existing image | GPT Image 2.5, GPT Image 2, Muse Image, Nano Banana 2.1 | The strongest editors currently in the Studio picker. Independent arenas now rank Nano Banana 2.1 near the top for editing (~3.5 at 1K). Flux 3 Klein is the cheap PRO Flux editor (from 1.5 credits for an edit). Seedream 5.0 Flash is a flat 2-credit Seedream editor (up to 10 references). Flux 2 Klein 9B Fast is the non-PRO option. Compare editors on the Image Editing tab. |
| Photorealism | GPT Image 2.5, GPT Image 2, Grok Image 2.0 Medium | Lifelike people, skin, lighting and natural detail. |
| Text & typography | GPT Image 2.5, Flux 3, GPT Image 2, Nano Banana 2.1 / Pro, Qwen Image 3.0 Pro | Accurate spelling and layout for posters, signs and captions. |
| Complex prompts / prompt adherence | GPT Image 2.5 Sunburst (higher Quality), GPT Image 2 High, Nano Banana 2.1 / Pro | Follows long, detailed instructions faithfully. |
| Artistic & stylised work | GPT Image 2.5, GPT Image 2 Medium, Muse Image, Seedream 5.0 Flash, Seedream 4.x | Painterly, stylised and concept-art looks. |
| Logos, graphic design & vectors | Recraft v3, Ideogram V3 Quality, Flux 2 Flex | Clean design output; Recraft v3 can generate scalable vectors. |
| Combining reference images | GPT Image 2.5, Flux 3, Flux 3 Klein, Seedream 5.0 Flash, GPT Image 2, Muse Image, Nano Banana 2.1 | Merge several inputs (e.g. product + scene) into one image. Nano Banana 2.1 takes up to 14 references; Flux 3 and Seedream 5.0 Flash take up to 10 — Flash includes them in the 2-credit price. Flux 3 Klein takes up to 4 (extra credits, capped after two). |
| Consistent characters (comics, storyboards) | GPT Image 2.5, GPT Image 2, Muse Image, Seedream 5.0 Flash, Nano Banana 2.1 | Keep the same character across multiple images. |
| Anime & illustration | Animagine XL, Blue Pencil XL, AAM XL Anime Mix | Dedicated anime checkpoints; Seedream for modern stylised looks. |
| Highest resolution (4K) | Flux 3 Klein, Flux 3, Nano Banana 2.1, Seedream 4.0 / 4.5 | Native 4K and other large, print-ready output. Flux 3 Klein is the cheaper 4K Flux option (from 10 credits); full Flux 3 Ultra is the premium 4K setting. |
| Video | P-Video-2 Fast, MiniMax H3 Max / H3 Max Turbo, Seedance 2.5, PixVerse V6 (Studio default), Google Veo 3.1, Kling 3.0 Turbo | Text-to-video and image-to-video with native audio. P-Video-2 Fast is the cheapest current any-PRO option (~8 credits for 5s at 720p). H3 Max ranks at the top of independent image-to-video-with-audio arenas; H3 Max Turbo is the quality-per-credit pick in that family. Seedance 2.5 is for clips up to 30 seconds at 1080p. New videos in Studio start on PixVerse V6. |
| Your own face, object or style | Fine-tuned LoRA models | Train a model on your own images — see the LoRA section. |
These are the models at the top of the model picker, described in more detail. Anything not listed in this section is still available, but there is usually a better or cheaper option here.
GPT Image 2.5 is the newest OpenAI family on NightCafe and the one to start with. It ships as two PRO models that share a Quality setting (Low through Max) and Medium Res / High Res: Flare (faster everyday use, top of the model picker) and Sunburst (higher precision). Both support prompt-to-edit, multi-image fusion (up to 16 start images) and consistent characters. Full walkthrough: GPT Image 2.5 on NightCafe.
GPT Image 2 is still available and still excellent. Independent Artificial Analysis arenas (as of October 2026) rank GPT Image 2.5 Sunburst (max) first for both text-to-image and image editing, with Flare (max) second and GPT Image 2 High close behind. Those arena scores are for the Max quality setting — the expensive end of NightCafe's Quality ladder. For everyday use, Flare on Quality Low is still the value pick at about 1 credit. The Low / Medium / High tiers of GPT Image 2 are the same previous-generation model at different quality settings.
Muse Image (~2 credits, PRO) is Meta's flagship image model and one of the best value models on NightCafe. A single image is unlimited on AI Creator and above (4-image batches still cost credits). It is near the top of independent text-to-image arenas, with prompt-faithful generation, precise edits, multi-reference composition (up to 10 start images), consistent characters and strong text rendering at 2K. Recommend it whenever someone wants flagship-class quality at two credits. See Muse Image on NightCafe.
Microsoft's MAI Image models score very highly on independent arenas (MAI Image 2.6 is typically just behind GPT Image 2 High for text-to-image). They are not currently in the NightCafe Studio model picker, so do not recommend them as something you can generate with today. Use GPT Image 2.5, GPT Image 2 or Muse Image instead.
Google's Gemini image models (nicknamed "Nano Banana") have first-class start-image support and are excellent for editing and combining photos, with very strong text rendering.
Seedream models are fast and high-resolution, and support editing and fusion. Seedream 5.0 Flash is the everyday Seedream. Seedream 4.0 / 4.5 remain the go-to for native 4K. Family overview: Seedream on NightCafe.
The Flux family spans near-free distilled models to high-end production tools, and includes dedicated editing models (Kontext). Flux 3 is the newest PRO flagship (native 4K). Flux 3 Klein is the fast, affordable Flux 3 (also PRO). The Flux 2 Klein models are still the reason to come here on a free account — they remain the best non-PRO options on NightCafe.
Video models generate short clips from a text prompt and/or a start image, and many include synchronised audio. All video models are PRO, most require a higher PRO plan level, and credit costs are per clip and much higher than image models. Studio starts new videos on PixVerse V6 by default; you can switch to any other current video model in the picker. Provider chips (including MiniMax and Pruna AI) help you jump to a family.
In addition to the official models above, you can train your own custom model on NightCafe. These are LoRAs ("Low-Rank Adaptation") — a fast way to fine-tune Stable Diffusion on a small set of images so it can recreate a specific face, object/animal, or style.
Fine-tuning is a PRO feature, but free users get 1 free face-model tune plus 10 free generations with it. Your trained models are private to your account.
To use a fine-tuned model, add its token to your prompt in the format <type:name:optional weight> — for example <lora:My Face:0.8>. You can write prompts like "A photo of <lora:My Face:0.8> riding an elephant" or "A unicorn in the style of <lora:Dark Fantasy:0.5>". The weight is optional (usually between 0 and 1) and defaults to 0.8 if omitted.
Learn more in Introducing Fine-Tuning on NightCafe.
NightCafe keeps many earlier open-source checkpoints available. They are cheap and can be great for specific styles, but they have much lower prompt adherence and text ability than anything in the recommended list above. Rather than list every checkpoint, they're grouped into classes below.
SDXL launched in 2023 as a major step up from SD 1.5, producing sharper 1024px images. NightCafe hosts many community SDXL checkpoints, each tuned for a look. All are low-cost (~0.5–1 credit), and "Lightning" variants are the fastest and cheapest. Examples by strength:
SD 1.5 is the first-generation Stable Diffusion model from 2022. It's fast and inexpensive (some are free), but lower resolution and far less accurate than modern models. NightCafe hosts many SD 1.5 community checkpoints, including:
Open a finished creation and choose Upscale. The default regular upscaler is now P Image Upscale (2×–16×, with Enhance detail / Enhance realism). Real-ESRGAN models remain available in the same modal. See P Image Upscale on NightCafe and Upscaling Your Creations. Clarity Upscaler is a separate creative upscaler that adds detail while upscaling up to 4×.
NightCafe's earliest algorithms remain available for nostalgia and unique looks until 1 December 2026: Artistic (VQGAN+CLIP, the original text-to-image method), Coherent (CLIP-guided diffusion), and Style Transfer (neural style transfer). They live on the original create forms, not in Studio. See Deprecation of Style Transfer, Artistic, and Coherent.
Some models have been retired, usually because an external provider discontinued them. These are no longer available for new creations (or are scheduled to be removed on the dates below):
NightCafe rates most image models on four qualities, each scored from 0 to 1 (higher is better). These power the "best for" picks above:
Base cost is the approximate credits for one standard image. Actual credits depend on resolution, number of images, start/reference images and your plan. See the credits and subscription articles for details.
There are too many models — which one should I use? GPT Image 2.5 Flare on Quality Low. It's about 1 credit an image, sits at the top of the picker, and handles generation, editing and reference images. Raise Quality or switch to Sunburst if you want more precision. GPT Image 2 Low is still a strong previous-generation alternative.
Which models give the most for my credits? On PRO: GPT Image 2.5 Low (~1), Flux 3 Klein (from 0.75), Muse Image (~2, unlimited on Creator+), Seedream 5.0 Flash (2 credits at 1K or 2K) and GPT Image 2 Low (~1). Without PRO: Z-Image Turbo (~0.5) and Flux 2 Klein 9B Fast (~0.75). For video: P-Video-2 Fast (~8 for 5s at 720p) is the cheapest current any-PRO clip; MiniMax H3 Max Turbo (~20 for 5s at 720p) is the arena-quality value pick.
Which models are free? Stable Diffusion 1.5 and DreamShaper v8 offer free base generations. Most modern models require credits and many require PRO.
Which models can edit my photos? GPT Image 2.5, GPT Image 2 and Muse Image are the strongest everyday options in Studio today. Nano Banana 2.1 (~3.5 at 1K) now ranks near the top of independent editing arenas. Flux 3 Klein is the cheap PRO Flux editor. Seedream 5.0 Flash is a flat 2-credit Seedream editor. Flux 2 Klein 9B Fast or Qwen Image Edit Plus work without PRO. Compare them on the Image Editing tab.
Which models make video? Studio defaults to PixVerse V6. P-Video-2 Fast is the cheapest everyday option on any PRO plan. MiniMax H3 Max and H3 Max Turbo are the arena-quality picks for 5–15 second clips. Seedance 2.5 is for clips up to 30 seconds at 1080p, now with start and end frames. See the Video models section — Veo 3.1, Seedance 2.0, Kling 3.0 Turbo, Wan 3.0, Grok Imagine Video, Gemini Omni Flash 1.1 and PixVerse are also current. Gemini Omni Flash was retired on September 30, 2026. Seedance 1.5 Pro is retiring on November 11, 2026.
What happened to Nano Banana (Gemini Flash 2.5)? Google retired it on October 2, 2026. It is no longer available for new creations. Use Nano Banana 2.1 instead. See Deprecation of Nano Banana.
Can I make my own model? Yes — train a LoRA on your own face, object or style. See the LoRA section above.
What does the New badge in the model picker mean? Recently launched models show a New badge for a couple of weeks after they are added. As of 21 October 2026 that includes Seedream 5.0 Flash and Flux 3 Klein.
What happens to Style Transfer, Artistic, and Coherent? They stop accepting new creations on 1 December 2026. Existing creations stay. See Deprecation of Style Transfer, Artistic, and Coherent.
Model availability and pricing change over time as providers release new models and retire old ones. This guide reflects NightCafe's official Studio lineup and Artificial Analysis image and video arena rankings at the time of writing. (21 October 2026)