GPT-5.6 didn’t help me make a demo.
It helps me run the actual company.
At Massing Labs, I use it to ship product, debug generation failures, study how architects use the tool, and turn those patterns into product improvements.
This is what operating leverage feels like!
@patloeber Hi, AI studio downgraded me from tier 3 to tier 1 on the weekend and broke my application with paying users, why would something happen unannounced?
@osanseviero@adibzter This happened to me too, on Saturday out of nothing my AI Studio switched from Tier 3 to Tier 1 and set a spend cap. We are spending hundreds of euros a month and we had to switch provider to keep pur application running! @osanseviero
@_philschmid Quick update: we’re now on Tier 3, have used ~70% of our START credits, and are growing with real users. We also got into a selective Austrian incubator. For early teams with traction but not yet investor-backed, is there a bridge path between START and SCALE tier? Thanks!
@nicholasdbrady@AIFoundryDevs Hi Nicholas, the quota increase form for the Foundry does not include the new gpt-image-2 model, for which i would need an increase, if possible.
The arena is free → massinglabs.com/arena
Upload a sketch, section, or 3D export. Two models generate at the same time. You vote blind.
We want to build Chatbot Arena for architectural visualization.
A small AI model from Germany just outperformed Grok in architectural visualization.
We built an arena to test exactly this. Blind comparisons. No labels. You vote.
Flux2 Klein: 10 seconds. Sharp. Photorealistic.
Grok Imagine: Blurry. Looked like a render.
We are building the first AI leaderboard for architecture. Your votes decide the ranking.
Try it yourself — link in reply.
#archviz#AIarchitecture#buildinpublic
Which AI image model is best for architectural visualization?
We built the first open benchmark to find out.
10 models. Blind voting. Real architectural inputs.
GPT Image is leading. But it's close.
Your vote decides the ranking 🏅
Day 1 building Massing Labs in public.
New SaaS with an architect friend.
Tools for architects to visualize faster without losing control.
Posting real progress + problems.
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