What is the cheapest AI stack for archviz in 2026?↓
A $50/month Magnific subscription plus ComfyUI local (free after one-time setup) covers about 80% of an archviz workload. Add $10 to $20 in fal.ai credits for the occasional Nano Banana Pro or Flux 2 Pro run, and you have a complete freelance pipeline for under $80/month.
Can I keep my 3ds Max or Corona geometry when using AI?↓
Yes. The recommended path is a 3D-to-image pass with Nano Banana Pro: render your scene at 1K from 3ds Max or Corona, send the result into Nano Banana Pro with a structured prompt, and let the model push the photoreal details. Geometry stays static. Reve 2.0 is a solid fallback with cleaner edge preservation.
Midjourney v8.1 vs Reve 2.0 for archviz concept art?↓
Midjourney v8.1 (April 2026) is still the fastest way to build a client mood-board. Reve 2.0 is the better choice when you need edge awareness and material transitions to read correctly. For pure concept work, use Midjourney. For anything that will become a deliverable, use Reve 2.0 or Nano Banana Pro.
Should I pay for Magnific or Topaz Gigapixel?↓
Magnific Precision wins on architectural detail. Topaz Gigapixel is a valid alternative when you do not want to spend Magnific credits or already have a Topaz license. For restoration work — broken vegetation, AI artifact cleanup, creative reinterpretation — Magnific Creative is in a different league. Topaz has no creative-upscale mode.
What is the best image-to-video model for archviz walkthroughs?↓
Kling 3.0 for subject consistency and native audio. Up to 15 seconds per clip, multi-shot narratives in one generation. Seedance for raw UGC-quality motion and smoother audio. Pick Kling 3.0 when the walkthrough is a client deliverable, pick Seedance when you want the most natural-looking motion and can describe the character in text rather than uploading a reference photo.
Do I need a SketchUp-specific workflow?↓
If you are doing archviz in SketchUp, yes. The SketchUp bridge workflow is a free, sign-in-gated playbook for taking a low-fidelity SketchUp model and pushing it into a photoreal render without losing the geometry. It covers the masking, the model choice, and the upscaler pick for vegetation and material restoration.
Is ComfyUI Cloud worth the per-second pricing?↓
Yes, once you are running nightly batches. Below ~2,000 renders per month, the per-call API routes (fal.ai, Replicate, BFL direct) are cheaper. Above that, ComfyUI Cloud on per-second GPUs is the most transparent cost in the space. Set it up once with a custom graph and the per-second bill is the only number you track.
How do I write better prompts for archviz image editing?↓
Use a prompt-writer in the middle. Feed a plain description of the room to a second LLM, ask it to expand into a structured prompt with lighting, material, and camera terms, then send that into the image model. For targeted edits, mark the region to change in red and pass a short instruction ("replace the chair with a leather club chair, keep the rest of the room"). Most archviz-credible models respect the red mask and leave the rest of the frame untouched.