
How to Fix AI Face Drift (When Your Face Stops Being Your Face)
Identity drift has four distinct causes, and only one of them is the model. A diagnostic order that fixes most cases without spending more per second.
3 min read
Identity drift has four distinct causes, and only one of them is the model. A diagnostic order that fixes most cases without spending more per second.
3 min read
Kling 3.0, HappyHorse 1.1, MiniMax H3, Wan 2.7 and Runway Aleph 2.0 all shipped within a few months. What changed in each, what it costs, and which ones are worth switching to.
3 min read
HappyHorse 1.1 does three jobs and conspicuously not a fourth. The actual parameters, the two defaults that waste your first generation, and where it beats better-known models.
3 min read
Seedance and Veo reject real human likenesses. We spent April 2026 testing where that filter lives, which bypasses work (none), and which models let you legitimately put a real person in AI video.
4 min read
Arcads starts at $110 a month with no free trial and no public pricing page. The plan structure, the credit rate behind it, and how to work out whether the per-video cost is worth it for you.
2 min read
Two AI UGC ad generators with a 6× price difference. The credit math behind each, the rejection rate that closes most of the gap, and which one suits which kind of advertiser.
3 min read
Creatify's per-ad cost looks like $1.65. The number that matters is cost per approved ad, once you account for the outputs you discard. Plans, credit rates, and the realistic multiplier.
3 min read
Human creators average around $198 a deliverable and AI clips cost a few dollars. The full arithmetic across four production routes, and the places where the cheap route quietly stops working.
2 min read
Higgsfield's tiers, how its credit system converts to real generations, why the same models cost $1-2 per clip on the raw API, and when the subscription is nonetheless the right call.
3 min read