mnml.ai vs Scenario
Scenario uniquely has 19 features · mnml.ai uniquely has 6 features.
| mnml.ai | Scenario | |
|---|---|---|
| Company | ||
| Founded | — | 2022 |
| HQ | Unknown (MNML.AI LLC-FZ registered) | San Francisco, USA |
| AI model | ArchDiffusion v4.2 with ARX technology (Proprietary) | Multiple — 550+ models from 50+ providers including FLUX, Gemini, GPT Image, Kling, Stable Diffusion, plus custom LoRA |
| User base | 2.4M+ | 15,000+ customers |
| Platforms | Web | Web |
| Languages | English (EN shown in nav; other languages not publicly stated) | English (primary) |
| Pricing | ||
| Free plan | Yes — free credits upon signup, no credit card required | Yes — 50 free daily credits, no credit card required |
| Free trial | Yes — free credits upon signup | Yes — 50 daily credits, no credit card required |
| Starting price | $29/mo Lite | $15/mo (Starter) |
| Enterprise | Custom — contact for SSO, dedicated support & custom solutions | Custom pricing |
| Refund policy | No — refunds not typically available; free credits offered to test platform | — |
| All plans | Lite$29/moPlus$49/moStudio$119/mo10,000 Credits$149 one-time | Starter$15/moPro$45/moMax$75/moEnterpriseCustom |
| Positioning | ||
| Best for | Architects, interior designers, and urban planners seeking AI-powered photorealistic rendering from sketches or 3D models | Game studios, marketing teams, and creative professionals needing on-brand AI asset generation at scale |
| Differentiator | Purpose-built AI rendering engine (ArchDiffusion v4.2) exclusively for architecture and interior design, with 12+ specialized tools, 40+ architectural styles, and native compatibility with SketchUp, Revit, Blender, and 3ds Max workflows | Trains custom LoRA models on your art bible so every generated asset stays unmistakably on-brand, with a full visual workflow builder, 550+ models from 50+ providers, and API/MCP integration for production-scale pipelines. |
| Competitors | Midjourney, Adobe Firefly, Stable Diffusion, Veras (Evolve Lab), Maket.ai | Midjourney, Adobe Firefly, Leonardo.AI, Runway, Krea AI |
| Features | ||
| AI Image Builtin | ✓ | — |
| Animation Support | ✓ | — |
| Aspect Ratio | — | ✓ |
| Background Removal | — | ✓ |
| Batch Generation | — | ✓ |
| Brand Kit | ✕ | — |
| Commercial Rights | — | ✓ |
| ControlNet | — | ✓ |
| Export Formats | — | PNG, JPG, video formats (MP4 implied via video models), 3D model formats |
| Image Animation | — | ✓ |
| Image Reference | — | ✓ |
| Image to Image | — | ✓ |
| Inpainting | — | ✓ |
| Logo Generation | ✕ | — |
| LoRA Support | — | ✓ |
| Negative Prompts | — | ✓ |
| Outpainting | — | ✓ |
| Presentation Design | ✓ | — |
| Print Ready | ✓ | — |
| Private Generations | — | ✓ |
| Prompt Customization | — | ✓ |
| Resize Tool | ✓ | — |
| Social Templates | ✕ | — |
| Style Controls | — | ✓ |
| Team Collaboration | ✓ | — |
| Text to Image | — | ✓ |
| Text to Video | — | ✓ |
| UI Wireframe | ✕ | — |
| Upscaling | — | ✓ |
| Video Style Transfer | — | ✓ |
| Watermark | — | ✕ |
| Integrations | ||
| API Access | ✓ | ✓ |
| Google Slides | ✕ | — |
| Key Integrations | SketchUp, Revit, Blender, 3ds Max, Lumion, V-Ray, Enscape, Twinmotion | REST API, MCP Server (Model Context Protocol), game engine pipeline integration, Google Sheets (Sheets→Minifigure Stories app), HeyGen Avatar, ElevenLabs, Runway, Gemini, GPT Image, Kling, Tripo, Meshy, Hunyuan 3D |
| Shopify | ✕ | — |