{
  "updated_on": "2026-09-27",
  "comparison_type": "Illustrative creative treatments and supplied reference video, not a controlled model benchmark or outputs obtained from competing platforms.",
  "disclosures": [
    "FLUX revised to a photographic look with light editorial polish; Nano Banana Pro emphasizes natural lighting and skin and fabric texture. Prompts differ.",
    "H3 Max uses the original photo uploads, not the generated stills.",
    "Supplied Vaaya video is 25.5 seconds; H3 Max is seven seconds. Inputs and provider settings of the supplied video were not independently verified.",
    "No new ReAPI generation was requested in this revision."
  ],
  "reference_photos": [
    {
      "slot": "left",
      "asset": "/blog/assets/migos-ai-hotel-lobby/uploaded-left.webp",
      "sha256": "c0e79ca2e629cd977fff024587d5554ad812662eebe7352a26014c699068c06d",
      "dimensions": [
        386,
        264
      ]
    },
    {
      "slot": "right",
      "asset": "/blog/assets/migos-ai-hotel-lobby/uploaded-right.jpeg",
      "sha256": "ab1b5c105a84b4119884215ef1340d80eb4545c4b07237a4aee2133e9bee969c",
      "dimensions": [
        515,
        388
      ]
    }
  ],
  "images": [
    {
      "asset": "flux-left-v3.webp",
      "request": {
        "endpoint": "fal-ai/flux-2/klein/9b/edit/lora",
        "params": {
          "prompt": "Create a waist-up studio portrait of the adult person in the reference photo. Preserve the person\u2019s recognizable face, age, hairstyle and glasses. Dress this person in a black leather zip jacket over a black shirt. Face toward the camera, relaxed neutral expression, arms at sides. Simple orange seamless studio backdrop. One person only, no text, logos or extra accessories. Photographic portrait of a real person, with believable human proportions and a natural face. Soft studio lighting and ordinary camera photography. Keep fine wrinkles, natural hair strands, realistic glasses and plausible clothing folds. Light editorial retouching and subtly smooth, polished skin tones give a gentle AI-enhanced finish, but the result must still look like a photograph. No cartoon, illustration, painted outlines, 3D rendering, sculpted hair or plastic skin.",
          "image_urls": [
            "/blog/assets/migos-ai-hotel-lobby/uploaded-left.webp"
          ],
          "num_images": 1,
          "output_format": "png",
          "image_size": {
            "width": 1536,
            "height": 2048
          },
          "enable_safety_checker": true
        }
      },
      "reference_transport": "Original uploaded image bytes supplied as a data URI; readable asset path substituted in this public record.",
      "original_output_url": "https://v3b.fal.media/files/b/0aac2943/g9JXNpfxXIAFYOzarCnTg_5iJ2KHUl.png",
      "seed": 1132666802,
      "returned_dimensions": [
        1536,
        2048
      ],
      "presentation": "Resized to fit 900 x 1200 and encoded as WebP; no retouching."
    },
    {
      "asset": "flux-right-v3.webp",
      "request": {
        "endpoint": "fal-ai/flux-2/klein/9b/edit/lora",
        "params": {
          "prompt": "Create a waist-up studio portrait of the adult person in the reference photo. Preserve the person\u2019s recognizable face, age, hairstyle and glasses. Dress this person in a vivid cobalt blue blazer over a plain black V-neck top. Face toward the camera, relaxed neutral expression, arms at sides. Simple orange seamless studio backdrop. One person only, no text, logos or extra accessories. Photographic portrait of a real person, with believable human proportions and a natural face. Soft studio lighting and ordinary camera photography. Keep fine wrinkles, natural hair strands, realistic glasses and plausible clothing folds. Light editorial retouching and subtly smooth, polished skin tones give a gentle AI-enhanced finish, but the result must still look like a photograph. No cartoon, illustration, painted outlines, 3D rendering, sculpted hair or plastic skin.",
          "image_urls": [
            "/blog/assets/migos-ai-hotel-lobby/uploaded-right.jpeg"
          ],
          "num_images": 1,
          "output_format": "png",
          "image_size": {
            "width": 1536,
            "height": 2048
          },
          "enable_safety_checker": true
        }
      },
      "reference_transport": "Original uploaded image bytes supplied as a data URI; readable asset path substituted in this public record.",
      "original_output_url": "https://v3b.fal.media/files/b/0aac2943/iPfBLJAYnOBsss824GVgS_IKxcTtjC.png",
      "seed": 1584461827,
      "returned_dimensions": [
        1536,
        2048
      ],
      "presentation": "Resized to fit 900 x 1200 and encoded as WebP; no retouching."
    },
    {
      "asset": "banana-left-v2.webp",
      "request": {
        "endpoint": "fal-ai/nano-banana-pro/edit",
        "params": {
          "prompt": "Create a waist-up studio portrait of the adult person in the reference photo. Preserve the person\u2019s recognizable face, age, hairstyle and glasses. Dress this person in a black leather zip jacket over a black shirt. Face toward the camera, relaxed neutral expression, arms at sides. Simple orange seamless studio backdrop. One person only, no text, logos or extra accessories. Photorealistic editorial photograph with real soft studio key light, gentle fill and physically plausible shadows. Preserve age-appropriate fine wrinkles and natural skin pores, subtle uneven skin tones, individual hair strands, realistic glasses reflections, detailed fabric or leather grain and natural clothing folds. Realistic optical depth of field, restrained color grading, no beauty smoothing or CGI gloss.",
          "image_urls": [
            "/blog/assets/migos-ai-hotel-lobby/uploaded-left.webp"
          ],
          "num_images": 1,
          "output_format": "png",
          "aspect_ratio": "3:4",
          "resolution": "4K"
        }
      },
      "reference_transport": "Original uploaded image bytes supplied as a data URI; readable asset path substituted in this public record.",
      "original_output_url": "https://v3b.fal.media/files/b/0aac2905/ltBu9ljXEFRXNpxLdJGj8_7sBrIs0g.png",
      "seed": null,
      "returned_dimensions": [
        3584,
        4800
      ],
      "presentation": "Resized to fit 900 x 1200 and encoded as WebP; no retouching."
    },
    {
      "asset": "banana-right-v2.webp",
      "request": {
        "endpoint": "fal-ai/nano-banana-pro/edit",
        "params": {
          "prompt": "Create a waist-up studio portrait of the adult person in the reference photo. Preserve the person\u2019s recognizable face, age, hairstyle and glasses. Dress this person in a vivid cobalt blue blazer over a plain black V-neck top. Face toward the camera, relaxed neutral expression, arms at sides. Simple orange seamless studio backdrop. One person only, no text, logos or extra accessories. Photorealistic editorial photograph with real soft studio key light, gentle fill and physically plausible shadows. Preserve age-appropriate fine wrinkles and natural skin pores, subtle uneven skin tones, individual hair strands, realistic glasses reflections, detailed fabric or leather grain and natural clothing folds. Realistic optical depth of field, restrained color grading, no beauty smoothing or CGI gloss.",
          "image_urls": [
            "/blog/assets/migos-ai-hotel-lobby/uploaded-right.jpeg"
          ],
          "num_images": 1,
          "output_format": "png",
          "aspect_ratio": "3:4",
          "resolution": "4K"
        }
      },
      "reference_transport": "Original uploaded image bytes supplied as a data URI; readable asset path substituted in this public record.",
      "original_output_url": "https://v3b.fal.media/files/b/0aac2905/cXgsWDn0SpgEV_rHrbbql_RLosUPru.png",
      "seed": null,
      "returned_dimensions": [
        3584,
        4800
      ],
      "presentation": "Resized to fit 900 x 1200 and encoded as WebP; no retouching."
    }
  ],
  "videos": {
    "h3_max": {
      "asset": "h3-people.mp4",
      "poster": "h3-people-poster.webp",
      "request": {
        "endpoint": "minimax/h3-max/reference-to-video",
        "params": {
          "prompt": "Recreate the performance in Video 1 with the two adults from the reference photos. Image 1 supplies only the LEFT performer: the gray-haired adult man with glasses in a black leather jacket. Image 2 supplies only the RIGHT performer: the short-haired adult woman with glasses; dress her in a cobalt blue blazer over a black V-neck top. Preserve each recognizable identity and age. Keep two distinct people and never swap their sides. Preserve the orange studio, hanging silver microphone, framing, gestures and timing of Video 1. Photorealistic faces and hands, natural lighting, realistic skin and clothing textures. This is a clearly fictional AI-generated performance, not a recording of these people.",
          "reference_image_urls": [
            "/blog/assets/migos-ai-hotel-lobby/uploaded-left.webp",
            "/blog/assets/migos-ai-hotel-lobby/uploaded-right.jpeg"
          ],
          "reference_video_urls": [
            "https://v3b.fal.media/files/b/0aac2796/e9NgNnzhgzmY7uPv6iPZH_hotel-lobby-standard.mp4"
          ],
          "duration": 7,
          "resolution": "1080P",
          "aspect_ratio": "4:3",
          "prompt_expansion_mode": "disabled",
          "enable_safety_checker": true
        }
      },
      "reference_transport": "Original uploaded photo bytes supplied as data URIs; readable asset paths substituted here.",
      "original_output_url": "https://v3b.fal.media/files/b/0aac2905/bDg1Gi8gsPmnLpqb7hMvA_minimax-h3.mp4",
      "seed": 1366440902,
      "duration_seconds": 7.291667,
      "presentation": "Video stream copied without re-encoding; audio removed for silent visual comparison with the supplied silent example. MP4 metadata moved to the start for playback.",
      "sha256": "fa4f01e8617da2b70419aff40e933f091231f0f3c3331a2953ed7bcd1deb7494"
    },
    "vaaya_supplied": {
      "asset": "vaaya-supplied.mp4",
      "poster": "vaaya-supplied-poster.webp",
      "original_filename": "jensenamd.mp4",
      "provenance": "User-supplied Vaaya / ReAPI example; not generated in this revision. Provider model and settings not independently verified.",
      "duration_seconds": 25.5,
      "dimensions": [
        1866,
        1080
      ],
      "audio": "AAC stream present but silent; retained unchanged.",
      "presentation": "Original supplied MP4 copied byte-for-byte, including its framing and any capture artifacts. Poster extracted from this supplied file.",
      "sha256": "8841e43aaf95234d52a94aa3080e63b41d76e5dee103047c597e9ca6cf2bed56",
      "matches_upload": true
    }
  },
  "selection": "Original revision: one request per image treatment/person and one H3 Max request. At user request, both FLUX images were regenerated once with a more photographic prompt; those revised images are shown. No other media were regenerated."
}