The most complete, up-to-date comparison of AI image generation models — which model, via which API, at what price.
82
stars
23
commits
Aug 23, 2026
updated
README
Awesome AI Image Models 
The most complete, up-to-date comparison of AI image generation models — which model, via which API, at what price, and what it's best at.
Unlike other lists that just dump links, this one answers the question developers actually have: "I need to generate images — which model do I pick, and where do I call it?" Every model is mapped to the APIs that serve it, with real per-image pricing and what it's genuinely good for.
💡 Prices are per standard image (retail API rates verified Aug 2026) and move fast — always confirm against the provider. 4K/high-res and batch modes change the math (batch often ~50% off).
📺 Best AI Image Generator (API) in 2026 (Quality, Price, Uncensored, Editing) →
Related Projects
- awesome-uncensored-ai-image-models — Filtering-, access-, and licensing-focused companion catalog for local and hosted image model variants
- MuAPI AI Image API — the ranked leaderboard from the video above, live and ready to call
- MuAPI image playground — Run the image models compared in this list through one API.
- MuAPI model docs — Browse model IDs and supported capabilities.
- midjourney-api — Python SDK for Midjourney V7, V8, and Niji generation through MuAPI.
- awesome-ai-video-models — sister list: compare AI video models by API, price & speed
- Open-Generative-AI — curated hub of open generative-media tools and pipelines
- Awesome-GPT-Image-2-API-Prompts — prompt library for GPT Image
- nano-banana-generator — generate with Google Nano Banana
- ai-headshot-generator — AI headshots pipeline
- Generative-Media-Skills — runtime for generative-media prompts
- ai-creator-academy — free curriculum teaching creators how to monetize the models compared in this list
- Flux-3-Dev-API — Python wrapper for Black Forest Labs' FLUX 3 (Dev variant) — text-to-image, image-to-image, text-to-video, image-to-video
- Grok-Imagine-Image-2-API — Python SDK and MCP server for Grok Imagine Image 2.0 text-to-image and multi-reference editing through MuAPI
- awesome-flux-3-api-prompts — FLUX 3 API guide, prompts, and parameters
- LoRA-Trainer-API — compare Muapi LoRA training endpoints for custom image adapters.
- Image-Enhancement-API — compare Muapi image upscaling and background-removal APIs.
Contents
- Commercial models (closed, API-only)
- Best value
- Best uncensored / unrestricted
- Open-source models (self-host or API)
- Image editing & control
- Character consistency
- Frameworks & UIs
- Upscaling & restoration
- Benchmarks & leaderboards
- How to choose
- Where to run them (API providers)
- Contributing
Commercial models (closed, API-only)
| Model | Maker | Best for | APIs | Price / image | Notes |
|---|---|---|---|---|---|
| GPT Image 2 | OpenAI | 🏆 Best overall quality | OpenAI API, MuAPI | ~$0.09 | Tops Artificial Analysis's Text-to-Image Arena (Elo 1370); 2K res, clean multilingual text rendering; edit mode ranks #3 on the Editing Arena |
| Nano Banana Pro | 4K, editing, character consistency | Gemini API, Fal, Replicate, MuAPI | ~$0.12 | Community/press favorite for photorealism; best-in-class coherent local edits and locking character identity across generations | |
| Seedream 5.0 Pro | ByteDance | Stylized/artistic output | Fal, Replicate, MuAPI | ~$0.045 | Strongest stylized output of the set — "wins on capability boundaries" per independent comparisons |
| Midjourney v8 | Midjourney | Aesthetic / artistic, --cref character consistency | MuAPI | ~$0.10 | Still the aesthetic-quality benchmark; API access via MuAPI, no official first-party API |
| Imagen 4 Ultra | Photorealism, prompt adherence | Gemini / Vertex AI, MuAPI | ~$0.06 | Google's top tier | |
| Ideogram Character | Ideogram | In-image text, character reference | Ideogram API, Fal, Replicate, MuAPI | ~$0.15 | Best photorealistic character consistency in side-by-side comparisons |
| Recraft V3 | Recraft | Design, vector, brand | Fal, Replicate | ~$0.04 | SVG/vector + style control |
Best value
| Model | Maker | License | Price / image | Notes |
|---|---|---|---|---|
| Z-Image Turbo | Alibaba (Tongyi-MAI) | Apache-2.0 | ~$0.007 | Cited across 2026 roundups as the price/quality sweet spot, not just the cheapest option — also the #1 open-weights model on Artificial Analysis's Text-to-Image Arena |
| Flux-2 Klein 4B Turbo | Black Forest Labs | Commercial (BFL license) | ~$0.0052 | Half the price of the standard Klein 4B, same Flux-family quality |
| FLUX.1 [schnell] | Black Forest Labs | Apache-2.0 | ~$0.003 | Near-instant generation, the classic low-cost workhorse, free commercial use |
| SDXL | Stability AI | Community License | ~$0.004 | The fallback when you just need pixels at the lowest possible cost |
Best uncensored / unrestricted
⚠️ No mainstream model ships a muapi-branded "Spicy" image endpoint (unlike its video counterparts) — these are picks with minimal/no built-in content filtering in practice, not a specifically labeled unrestricted tier.
| Model | Maker | Price / image | Notes |
|---|---|---|---|
| Wan 2.7 | Alibaba | ~$0.05 | Widely cited in 2026 uncensored/NSFW-generation roundups for near-zero prompt filtering |
| Qwen Image 2.0 | Alibaba | ~$0.04 | 2026 coverage explicitly tests and confirms NSFW capability, no prompt-rewriting layer in the way |
| Seedream 5.0 | ByteDance | ~$0.0325 | Grouped with Wan/Qwen in "open pipeline, no surprise censorship" comparisons |
| Grok Imagine | xAI | ~$0.05 | Marketed with a looser content policy than mainstream Western closed models |
See the companion awesome-uncensored-ai-image-models for a deeper filtering/licensing-focused catalog.
Open-source models (self-host or API)
| Model | Maker | License | Best for | APIs | Self-host VRAM |
|---|---|---|---|---|---|
| Z-Image Turbo | Alibaba (Tongyi-MAI) | Apache-2.0 | 🏆 #1 open-weights model on Artificial Analysis's Text-to-Image Arena, ahead of FLUX.2 [dev], HunyuanImage 3.0, and Qwen-Image | Fal, Replicate, MuAPI | ~12GB+ |
| Qwen-Image | Alibaba | Apache-2.0 | Best in-image text (EN/CN) | Fal, Replicate, MuAPI | ~24GB+ (20B) |
| FLUX.2 [dev] | Black Forest Labs | Non-commercial (paid license for commercial) | Top OSS quality, 4MP — the model Z-Image Turbo is benchmarked against | Fal, Replicate, MuAPI | ~24GB+ |
| HiDream i1 (Full) | HiDream | MIT | Genuinely different architecture from Flux/Qwen/Z-Image families | MuAPI | ~24GB+ |
| HunyuanImage 3.0 | Tencent | Open (check terms) | Largest OSS model (80B MoE) | self-host | ~40GB+ |
| Stable Diffusion 3.5 Large | Stability AI | Community License (free <$1M rev) | Ecosystem, LoRAs, ControlNet | Fal, Replicate, self-host | ~18GB+ |
| SANA | NVIDIA | Permissive research | Fast, efficient, low-VRAM | self-host | ~12GB |
Image editing & control
Modify existing images rather than generate from scratch:
| Model | Maker | Best for | Price / generation | Notes |
|---|---|---|---|---|
| Nano Banana Pro Edit | 🏆 Best editing | ~$0.12 | Leads on coherent object insertion/removal, repaints edits into the scene rather than visibly patching | |
| GPT Image 2 (edit mode) | OpenAI | Arena-verified editing | ~$0.09 | Ranks #3 on Artificial Analysis's own Image Editing Arena (Elo 1257) |
| Seedream 5.0 Edit | ByteDance | High-volume editing | ~$0.0325 | 1/4 to 1/7 the cost of Nano Banana Pro Edit |
| FLUX.1 Kontext Pro | Black Forest Labs | Instruction-based editing | ~$0.03 | Pioneered one-sentence instruction editing, no fine-tuning needed |
| Qwen Image Edit 2511 | Alibaba | Open-model editing | ~$0.04 | Industry-leading performance for its price tier |
Also supported natively across the models above: ControlNet (structural conditioning — pose, depth, edges, scribble), IP-Adapter (image prompting / style + subject transfer), and inpainting/outpainting.
Character consistency
Keep the same subject's identity locked across multiple generations, not just a one-off crop-and-paste:
| Model | Maker | Price / generation | Notes |
|---|---|---|---|
| Nano Banana Pro | ~$0.12 | Reputation for locking character identity across edits/scenes | |
| Ideogram Character | Ideogram | ~$0.15 | Dedicated Character Reference feature, best photorealistic consistency in side-by-side comparisons |
Midjourney v8 (--cref) | Midjourney | ~$0.10 | Strongest option for stylized/artistic recurring characters |
| MiniMax Subject Reference | MiniMax | ~$0.01 | Cheapest dedicated subject-consistency endpoint |
| Vidu Q2 Reference-to-Image | Vidu | ~$0.032 | Reference-driven generation |
Frameworks & UIs
For local generation, training, and workflows:
- ComfyUI — node-based, most powerful for custom pipelines
- AUTOMATIC1111 WebUI — the classic all-in-one UI
- InvokeAI — polished pro/creative UI
- Fooocus — simplest "just works" UI
- Training: kohya_ss, OneTrainer, SimpleTuner (LoRA / fine-tuning)
Upscaling & restoration
- Real-ESRGAN — general-purpose upscaling (open source)
- GFPGAN / CodeFormer — face restoration
- chaiNNer — node-based batch processing
- Topaz Photo AI — highest-quality commercial upscale/denoise
Benchmarks & leaderboards
Check independent evals before trusting a maker's demo gallery:
- Artificial Analysis Image Arena (Text-to-Image + Image Editing) — Elo-style human-preference leaderboards
- HEIM (Holistic Evaluation of Image Models) — multi-dimension benchmark
- FID / CLIP Score / ImageReward — automated quality & alignment metrics
How to choose
- Best overall quality → GPT Image 2 (Arena #1), or Nano Banana Pro for photorealism/local edits
- Best value → Z-Image Turbo (~$0.007/image, also the #1 open-weights model)
- Best uncensored / unrestricted → Wan 2.7 or Qwen Image 2.0 (no prompt-rewriting layer in practice)
- Best editing → Nano Banana Pro Edit, or GPT Image 2 (edit mode) for an arena-verified pick
- Best character consistency → Nano Banana Pro or Ideogram Character (dedicated Character Reference)
- Fully open, commercial-safe → FLUX.1 [schnell] or Qwen-Image (both permissive); Z-Image Turbo for the current open-weights quality leader
- Design / vector / brand → Recraft V3
- Ecosystem & LoRAs → Stable Diffusion 3.5
Where to run them (API providers)
Aggregators that expose many of the above behind one API/key:
- MuAPI — unified API across image + video models (GPT Image 2, Nano Banana Pro, Seedream, FLUX, Z-Image, Qwen, and more), one key, one billing — see the full AI Image API leaderboard
- Fal — fast inference, broad model catalog
- Replicate — pay-per-run, large community model catalog
Native APIs (single-vendor): OpenAI (GPT Image), Google Gemini/Vertex (Nano Banana, Imagen), Black Forest Labs (FLUX), Ideogram, Recraft.
Contributing
PRs welcome. When adding a model, keep the table columns filled — a row without provider + price isn't useful. New models go in the correct table (commercial vs open-source vs task-specific) and stay sorted by relevance.
Maintained alongside awesome-ai-video-models and Open-Generative-AI. Found it useful? ⭐ the repo.
Contributors
23 commits
Similar repos
The most complete, up-to-date comparison of AI image generation models — which model, via which API, at what price.
82
stars
23
commits
Aug 23, 2026
updated
README
Awesome AI Image Models
The most complete, up-to-date comparison of AI image generation models — which model, via which API, at what price, and what it's best at.
Unlike other lists that just dump links, this one answers the question developers actually have: "I need to generate images — which model do I pick, and where do I call it?" Every model is mapped to the APIs that serve it, with real per-image pricing and what it's genuinely good for.
💡 Prices are per standard image (retail API rates verified Aug 2026) and move fast — always confirm against the provider. 4K/high-res and batch modes change the math (batch often ~50% off).
📺 Best AI Image Generator (API) in 2026 (Quality, Price, Uncensored, Editing) →
Related Projects
- awesome-uncensored-ai-image-models — Filtering-, access-, and licensing-focused companion catalog for local and hosted image model variants
- MuAPI AI Image API — the ranked leaderboard from the video above, live and ready to call
- MuAPI image playground — Run the image models compared in this list through one API.
- MuAPI model docs — Browse model IDs and supported capabilities.
- midjourney-api — Python SDK for Midjourney V7, V8, and Niji generation through MuAPI.
- awesome-ai-video-models — sister list: compare AI video models by API, price & speed
- Open-Generative-AI — curated hub of open generative-media tools and pipelines
- Awesome-GPT-Image-2-API-Prompts — prompt library for GPT Image
- nano-banana-generator — generate with Google Nano Banana
- ai-headshot-generator — AI headshots pipeline
- Generative-Media-Skills — runtime for generative-media prompts
- ai-creator-academy — free curriculum teaching creators how to monetize the models compared in this list
- Flux-3-Dev-API — Python wrapper for Black Forest Labs' FLUX 3 (Dev variant) — text-to-image, image-to-image, text-to-video, image-to-video
- Grok-Imagine-Image-2-API — Python SDK and MCP server for Grok Imagine Image 2.0 text-to-image and multi-reference editing through MuAPI
- awesome-flux-3-api-prompts — FLUX 3 API guide, prompts, and parameters
- LoRA-Trainer-API — compare Muapi LoRA training endpoints for custom image adapters.
- Image-Enhancement-API — compare Muapi image upscaling and background-removal APIs.
Contents
- Commercial models (closed, API-only)
- Best value
- Best uncensored / unrestricted
- Open-source models (self-host or API)
- Image editing & control
- Character consistency
- Frameworks & UIs
- Upscaling & restoration
- Benchmarks & leaderboards
- How to choose
- Where to run them (API providers)
- Contributing
Commercial models (closed, API-only)
| Model | Maker | Best for | APIs | Price / image | Notes |
|---|---|---|---|---|---|
| GPT Image 2 | OpenAI | 🏆 Best overall quality | OpenAI API, MuAPI | ~$0.09 | Tops Artificial Analysis's Text-to-Image Arena (Elo 1370); 2K res, clean multilingual text rendering; edit mode ranks #3 on the Editing Arena |
| Nano Banana Pro | 4K, editing, character consistency | Gemini API, Fal, Replicate, MuAPI | ~$0.12 | Community/press favorite for photorealism; best-in-class coherent local edits and locking character identity across generations | |
| Seedream 5.0 Pro | ByteDance | Stylized/artistic output | Fal, Replicate, MuAPI | ~$0.045 | Strongest stylized output of the set — "wins on capability boundaries" per independent comparisons |
| Midjourney v8 | Midjourney | Aesthetic / artistic, --cref character consistency | MuAPI | ~$0.10 | Still the aesthetic-quality benchmark; API access via MuAPI, no official first-party API |
| Imagen 4 Ultra | Photorealism, prompt adherence | Gemini / Vertex AI, MuAPI | ~$0.06 | Google's top tier | |
| Ideogram Character | Ideogram | In-image text, character reference | Ideogram API, Fal, Replicate, MuAPI | ~$0.15 | Best photorealistic character consistency in side-by-side comparisons |
| Recraft V3 | Recraft | Design, vector, brand | Fal, Replicate | ~$0.04 | SVG/vector + style control |
Best value
| Model | Maker | License | Price / image | Notes |
|---|---|---|---|---|
| Z-Image Turbo | Alibaba (Tongyi-MAI) | Apache-2.0 | ~$0.007 | Cited across 2026 roundups as the price/quality sweet spot, not just the cheapest option — also the #1 open-weights model on Artificial Analysis's Text-to-Image Arena |
| Flux-2 Klein 4B Turbo | Black Forest Labs | Commercial (BFL license) | ~$0.0052 | Half the price of the standard Klein 4B, same Flux-family quality |
| FLUX.1 [schnell] | Black Forest Labs | Apache-2.0 | ~$0.003 | Near-instant generation, the classic low-cost workhorse, free commercial use |
| SDXL | Stability AI | Community License | ~$0.004 | The fallback when you just need pixels at the lowest possible cost |
Best uncensored / unrestricted
⚠️ No mainstream model ships a muapi-branded "Spicy" image endpoint (unlike its video counterparts) — these are picks with minimal/no built-in content filtering in practice, not a specifically labeled unrestricted tier.
| Model | Maker | Price / image | Notes |
|---|---|---|---|
| Wan 2.7 | Alibaba | ~$0.05 | Widely cited in 2026 uncensored/NSFW-generation roundups for near-zero prompt filtering |
| Qwen Image 2.0 | Alibaba | ~$0.04 | 2026 coverage explicitly tests and confirms NSFW capability, no prompt-rewriting layer in the way |
| Seedream 5.0 | ByteDance | ~$0.0325 | Grouped with Wan/Qwen in "open pipeline, no surprise censorship" comparisons |
| Grok Imagine | xAI | ~$0.05 | Marketed with a looser content policy than mainstream Western closed models |
See the companion awesome-uncensored-ai-image-models for a deeper filtering/licensing-focused catalog.
Open-source models (self-host or API)
| Model | Maker | License | Best for | APIs | Self-host VRAM |
|---|---|---|---|---|---|
| Z-Image Turbo | Alibaba (Tongyi-MAI) | Apache-2.0 | 🏆 #1 open-weights model on Artificial Analysis's Text-to-Image Arena, ahead of FLUX.2 [dev], HunyuanImage 3.0, and Qwen-Image | Fal, Replicate, MuAPI | ~12GB+ |
| Qwen-Image | Alibaba | Apache-2.0 | Best in-image text (EN/CN) | Fal, Replicate, MuAPI | ~24GB+ (20B) |
| FLUX.2 [dev] | Black Forest Labs | Non-commercial (paid license for commercial) | Top OSS quality, 4MP — the model Z-Image Turbo is benchmarked against | Fal, Replicate, MuAPI | ~24GB+ |
| HiDream i1 (Full) | HiDream | MIT | Genuinely different architecture from Flux/Qwen/Z-Image families | MuAPI | ~24GB+ |
| HunyuanImage 3.0 | Tencent | Open (check terms) | Largest OSS model (80B MoE) | self-host | ~40GB+ |
| Stable Diffusion 3.5 Large | Stability AI | Community License (free <$1M rev) | Ecosystem, LoRAs, ControlNet | Fal, Replicate, self-host | ~18GB+ |
| SANA | NVIDIA | Permissive research | Fast, efficient, low-VRAM | self-host | ~12GB |
Image editing & control
Modify existing images rather than generate from scratch:
| Model | Maker | Best for | Price / generation | Notes |
|---|---|---|---|---|
| Nano Banana Pro Edit | 🏆 Best editing | ~$0.12 | Leads on coherent object insertion/removal, repaints edits into the scene rather than visibly patching | |
| GPT Image 2 (edit mode) | OpenAI | Arena-verified editing | ~$0.09 | Ranks #3 on Artificial Analysis's own Image Editing Arena (Elo 1257) |
| Seedream 5.0 Edit | ByteDance | High-volume editing | ~$0.0325 | 1/4 to 1/7 the cost of Nano Banana Pro Edit |
| FLUX.1 Kontext Pro | Black Forest Labs | Instruction-based editing | ~$0.03 | Pioneered one-sentence instruction editing, no fine-tuning needed |
| Qwen Image Edit 2511 | Alibaba | Open-model editing | ~$0.04 | Industry-leading performance for its price tier |
Also supported natively across the models above: ControlNet (structural conditioning — pose, depth, edges, scribble), IP-Adapter (image prompting / style + subject transfer), and inpainting/outpainting.
Character consistency
Keep the same subject's identity locked across multiple generations, not just a one-off crop-and-paste:
| Model | Maker | Price / generation | Notes |
|---|---|---|---|
| Nano Banana Pro | ~$0.12 | Reputation for locking character identity across edits/scenes | |
| Ideogram Character | Ideogram | ~$0.15 | Dedicated Character Reference feature, best photorealistic consistency in side-by-side comparisons |
Midjourney v8 (--cref) | Midjourney | ~$0.10 | Strongest option for stylized/artistic recurring characters |
| MiniMax Subject Reference | MiniMax | ~$0.01 | Cheapest dedicated subject-consistency endpoint |
| Vidu Q2 Reference-to-Image | Vidu | ~$0.032 | Reference-driven generation |
Frameworks & UIs
For local generation, training, and workflows:
- ComfyUI — node-based, most powerful for custom pipelines
- AUTOMATIC1111 WebUI — the classic all-in-one UI
- InvokeAI — polished pro/creative UI
- Fooocus — simplest "just works" UI
- Training: kohya_ss, OneTrainer, SimpleTuner (LoRA / fine-tuning)
Upscaling & restoration
- Real-ESRGAN — general-purpose upscaling (open source)
- GFPGAN / CodeFormer — face restoration
- chaiNNer — node-based batch processing
- Topaz Photo AI — highest-quality commercial upscale/denoise
Benchmarks & leaderboards
Check independent evals before trusting a maker's demo gallery:
- Artificial Analysis Image Arena (Text-to-Image + Image Editing) — Elo-style human-preference leaderboards
- HEIM (Holistic Evaluation of Image Models) — multi-dimension benchmark
- FID / CLIP Score / ImageReward — automated quality & alignment metrics
How to choose
- Best overall quality → GPT Image 2 (Arena #1), or Nano Banana Pro for photorealism/local edits
- Best value → Z-Image Turbo (~$0.007/image, also the #1 open-weights model)
- Best uncensored / unrestricted → Wan 2.7 or Qwen Image 2.0 (no prompt-rewriting layer in practice)
- Best editing → Nano Banana Pro Edit, or GPT Image 2 (edit mode) for an arena-verified pick
- Best character consistency → Nano Banana Pro or Ideogram Character (dedicated Character Reference)
- Fully open, commercial-safe → FLUX.1 [schnell] or Qwen-Image (both permissive); Z-Image Turbo for the current open-weights quality leader
- Design / vector / brand → Recraft V3
- Ecosystem & LoRAs → Stable Diffusion 3.5
Where to run them (API providers)
Aggregators that expose many of the above behind one API/key:
- MuAPI — unified API across image + video models (GPT Image 2, Nano Banana Pro, Seedream, FLUX, Z-Image, Qwen, and more), one key, one billing — see the full AI Image API leaderboard
- Fal — fast inference, broad model catalog
- Replicate — pay-per-run, large community model catalog
Native APIs (single-vendor): OpenAI (GPT Image), Google Gemini/Vertex (Nano Banana, Imagen), Black Forest Labs (FLUX), Ideogram, Recraft.
Contributing
PRs welcome. When adding a model, keep the table columns filled — a row without provider + price isn't useful. New models go in the correct table (commercial vs open-source vs task-specific) and stay sorted by relevance.
Maintained alongside awesome-ai-video-models and Open-Generative-AI. Found it useful? ⭐ the repo.
Similar repos
Contributors
23 commits