Artisan bread editorial
Hand-torn sourdough loaf on a linen-covered oak table, open crumb in sharp detail, soft winter window light, a few flour traces, quiet editorial food photography, warm restrained palette.
Test the workflow,
not the marketing claim.
Organizes evaluation around instruction following, realism, layout, and production fit without declaring a universal winner.
Coastal house at dusk
Low modern coastal house at blue hour, weathered cedar and board-formed concrete, dune grasses moving in sea wind, warm interior light, realistic architectural photography, human-scale lens.
Architecture brand board
Top-down brand identity presentation for an independent architecture studio, recycled ivory paper, blind embossing, charcoal typography blocks, a single vermilion rule, realistic print texture, orderly Swiss grid.
PYTHON QUICKSTART
Keep the request reproducible.
Store credentials in the environment. Record the exact model identifier, dimensions, test date, and retry count with the resulting asset.
import os
from openai import OpenAI
client = OpenAI(
api_key=os.environ["APIMART_API_KEY"],
base_url="https://api.apimart.ai/v1",
)
result = client.images.generate(
model="gpt-image-1-official",
prompt=PROMPT,
size="1024x1024",
n=1,
)Before you publish a result
- Record model ID, parameters, date, latency, and retry count.
- Review instruction following and protected attributes.
- Flag invented text, marks, anatomy, or unwanted objects.
- Keep the raw output linked to the original fixture.
- Do not claim a universal winner from one prompt.