Models5 min read
GPT Image 2 for Product Photography: Matched Reference Test
A hands-on GPT Image 2 review using the same Sloane identity, yellow dress, gold bag, prompt, 16:9 aspect ratio, and one-output selection rule.
The Astria blog
Notes on AI fashion production
Comparisons, techniques, and field notes for teams producing on-brand fashion imagery with AI.
Models5 min read
Nano Banana 2 for Fashion: Matched Reference Test
A controlled Nano Banana 2 fashion test using the same Sloane identity, yellow dress, gold bag, prompt, 16:9 aspect ratio, and one-output rule.
Models6 min read
One Live Workspace Brief Across Seven AI Video Models
A transparent calibration of seven video models using a reference-aware runway brief from Astria's Live workspace, with disclosed Kling and Veo…
Guides15 min read
AI Product Photography for Ecommerce: Workflow & QA
AI product photography turns product references into catalog, on-model, lifestyle, and campaign images. Learn the workflow, inputs, quality checks,…
Models7 min read
Which AI Image Model Should You Use in Astria? (2026 Guide)
Choose among GPT Image 2.5, GPT Image 2, Nano Banana 2, Seedream 5 Pro, Muse, and MAI Image using one controlled reference-led fashion comparison.
Prompts16 min read
AI Fashion Photography Prompts: A Production-Ready Guide
Write AI fashion photography prompts for catalog, editorial, movement, detail and lookbook images—with 15 copyable examples and public templates.
Models9 min read
GPT Image 2.5 and the Best AI Image Models for Reference-Led Fashion
Compare GPT Image 2.5 Sunburst and Flare, GPT Image 2, Nano Banana 2, Seedream 5 Pro, Muse, and MAI Image with one fixed Sloane, dress, and bag…
Comparisons19 min read
Astria vs Higgsfield (2026): Which Is Better for Fashion Brands?
Astria vs Higgsfield for fashion brands: compare a collection-scale production system with a broad AI image, product-content, video, and filmmaking…
Prompts19 min read
Ecommerce Product Photography Prompts for PDP, Packshots and Campaigns
Write ecommerce product photography prompts for clean PDP coverage, packshots, details and campaigns—with copyable examples and public templates.
Models6 min read
How We Benchmark AI Image Models for Fashion and Product Work
The references, prompt, selection rule, resolution policy, limitations, and disclosure behind Astria's reference-led image-model comparison.