u/Fun_Walk_4965

tested GPT Image 2 on AtlasCloud.ai, its text rendering is way better now. scene understanding is also noticeably better. complex multi-object scenes with layered elements used to fall apart, now they hold together. response speed is solid, image-to-image editing feels more coherent than 1.5

But background detail still gives itself away, better than six months ago tho

during my tests, i found that for camera angle, it keeps defaulting to something slightly unconventional. not always bad, sometimes interesting, but not what I asked for, and the visuals look a bit off, the resolution seems kind of low

but overall, it's great, it might be as good as nb pro imo, or even better for some use cases.

Recently using Veo 3.1 makes e‑com videos, and it feels weird how little people talk about it, for my need, it’s actually doing very well.

For people doing e‑com, the checklist for picking a model: video that doesn’t look fake at first glance, costs reasonable, and no need to record separate voiceovers. Veo 3.1 is pretty balanced on these points and, in practice, fits better than Kling, Runway Gen‑4 or Pika.

Image quality: skin, clothes, food details don’t have that plastic feel.

Color: very eye‑catching, Veo usually gives more vivid and bright colors with the same prompt.

Motion: movement looks reasonable and the background perspective holds up.

Overall Veo is quite even across motion, consistency and batch generation.

Kling: motion looks great, but it’s on the expensive side.

wan: follows prompts really well, but needs fine‑tuning before the texture and overall look feel right.

Others are either more on the “meme” side, or expect you to wire up a bunch of config or local setups before they’re useful.

Veo 3.1 is pretty friendly for e‑commerce for:

-First/last frame control + dual image reference, so brand characters and product IDs stay stable, which helps when you want a fixed IP.

-Built‑in audio.

-On the batch side, I built an n8n workflow and call Veo 3.1 through r/AtlasCloudAI, swapping in kling or seedance only when there’s a very specific look asked. For this kind of steady job, veo is pretty solid.