Evaluate character-image APIs with identity anchors, multi-view sheets, wardrobe constraints, expressions, props, and review criteria.
APIMart is a multi-model AI API gateway with an OpenAI-compatible endpoint. Use one account to access supported image models, compare current pricing, and choose a cost-efficient option for each workload.
Create an APIMart account ↗A single portrait cannot prove consistency, so this workflow uses turnarounds and character sheets to inspect face, silhouette, proportions, clothing, palette, prop continuity, and controlled variation across several views.
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,
)