AI/Vidia

Insights · 81 pieces

Production notes from the studio.

Essays, benchmarks and the unvarnished production diary of an AI-first creative studio.

Editorial overhead flat lay of three matte film canisters in a triangular arrangement on a warm white Nordic surface representing Kling, Pika, and Luma video models
video model comparisonApr 23, 2026

Kling vs Pika vs Luma for Short-Form Ads: 2026

Kling vs Pika vs Luma for Meta Reels, TikTok, and YouTube Shorts ads: production-first comparison on hook quality, cost per clip, batch API access, and when each model wins in 2026.

10 min read
Editorial overhead flat lay of two matte film reels labeled Runway and Sora on a warm off-white Nordic studio surface with burnt orange and deep ink accents.
video model comparisonApr 21, 2026

Runway Gen-4 vs Sora 2: 2026 Cost and Quality Math

AI Vidia ran runway vs sora on 180 ad prompts across 6 DTC brands. See the per-10-second cost math, the quality scorecard, and our allocation split.

10 min read
Editorial flat lay of a brass calculator, stacked receipts, and three small product cards on a warm white Nordic studio surface with burnt orange and deep ink accents.
pricingApr 18, 2026

AI Video Ad Cost in 2026: A CFO Grade Breakdown

AI Vidia publishes the real ai video ad cost math for 2026. Line-item pricing across film, DIY AI, and managed retainers. Per-asset and per-winning-variant numbers.

9 min read
Editorial overhead flat lay of three matte film canisters labeled Sora, Veo, and Runway on a warm white Nordic studio surface with burnt orange and deep ink accents.
video model comparisonApr 16, 2026

Sora vs Veo 3 vs Runway Gen-4: The 2026 Ad Verdict

AI Vidia ran sora vs veo vs runway across 120 ad prompts and 8 DTC brands. Here is the cost-per-10s math, the licensing fine print, and which model wins which creative role.

11 min read
Three-panel editorial flat lay of AI-generated ad creative samples in Nordic studio light, one photorealistic product frame, one poster with headline copy, one editorial fashion frame
image model comparisonApr 14, 2026

Flux vs Ideogram vs Midjourney: The Ad Creative Verdict

AI Vidia tested flux vs ideogram vs midjourney across 9 DTC brands and 1,296 ad renders. Here is the routing matrix, the cost math, and when each model wins on paid social.

10 min read
Side-by-side overhead product photography comparison of two AI-generated hero shots of the same SKU in Nordic studio lighting
image model comparisonApr 11, 2026

Nano Banana vs Midjourney: The Ecommerce Product Shot Verdict

AI Vidia tested Nano Banana against Midjourney v7 across 6 DTC brands and 864 renders. Here is the batch-render evaluation, the cost math, and when each model wins.

10 min read
Editorial flat lay of three phone frames showing a Reel, a Feed post, and a Stories ad, arranged on a warm white Nordic studio surface with burnt orange and deep ink accents.
channel performanceApr 9, 2026

AI content in Meta ads 2026: formats, disclosure, and the scaling protocol

Concrete 2026 playbook for running ai content in Meta ads. Format benchmarks, Meta's AI disclosure rules, the 6 step AI Vidia scaling protocol, and the real CPA and ROAS ranges AI Vidia sees across 48 brands in 14 countries.

11 min read
Editorial overhead composition of a modular grid of paper swatches, thread reels, and a brass weekly planner on a warm white Nordic studio surface with burnt orange and deep ink accents.
frameworkApr 7, 2026

Scale Ad Creative to 100 Variants Per Week: The System

AI Vidia publishes the weekly system used to scale ad creative from 20 to 100 variants per week across 48 brands. Roles, math, failure modes, and a 6 step framework.

12 min read
Grid of AI-generated video thumbnails representing high-volume ad production output
benchmarkMar 12, 2026

How AI Vidia shipped 1,834 AI videos in 12 months (and what worked)

The production line that moved AI Vidia from concept to 1,834 shipped AI videos in 12 months. Inside: the pipeline, the monthly volume curve, and three things the AI Vidia team would do differently from day one.

7 min read