Ahead of an exclusive AI workshop at GrowBoat Barcelona, Admiral Media stress-tested Google Veo 3.1, Grok Imagine, and Seedance V1.5 under real-world operational constraints. Here’s the raw, data-backed reality of which engines actually scale ad creatives and which break down under pressure.
Most AI video production tools look great in promotional demos, but only a few can withstand the pressures of a real-world paid media budget. To see how each performs, Admiral Media’s creative experts put the market-leading AI video engine through rigorous real-world production testing.
We shared the same prompts with three big AI companies and pitted them against each other fairly under the pressure of real-world video production to determine who would come out on top. This exercise yielded some interesting results about the performance differences between Google Veo 3.1, Grok Imagine, and Seedance V1.5.
Friction: control, resolution, native audio
Evaluating the affordability of an AI video tool is fundamentally different from evaluating the artistry of a film. In performance marketing, volume is just noise unless it is tightly controlled. To scale a campaign on platforms like Meta, TikTok, and YouTube Shorts, creative teams need three elements in their model. Precise orientation, native aspect ratio flexibility, and automatic asset generation that eliminates manual post-production bottlenecks. If a model requires 30 “rerolls” to get one usable shot, it’s a financial liability rather than an asset.
AI showdown
Grok Imagine: A fast-paced top-of-funnel alternative
Grok Imagine has secured a solid middle ground as a capable and budget-friendly option for early-stage ideation. It works at lightning speed and produces 720p clips with native audio in less than 30 seconds.
For quick social-first concepts and fast asset testing, it’s a very useful tool to have at the top of your creative funnel. However, its usefulness ends there. With a resolution cap of 720p, it’s not suitable for premium ad inventory or flagship campaign masters who need perfect visual polish.
Seedance V1.5 Failure: Continuity Flaw
Despite the brand’s cinematic reputation, Seedance V1.5 significantly underperformed under performance test conditions. Specifically, Seedance V1.5 had issues with character retention and visual continuity.
In performance and storytelling, subjects and assets must maintain an accurate appearance across three to five consecutive clip cuts. In our tests, Seedance significantly morphed faces, clothing styles, and lighting environments between generations based on the exact same prompts. The lack of advanced brand safety controls, such as image-based direction and strict frame locking, has made it nearly impossible to achieve continuous storytelling without burning through huge budgets on Wasted Generations.
Why Google Veo 3.1 will dominate your production stack
Google Veo 3.1 has emerged as a clear front-runner because it solves the two biggest operational friction points in AI video workflows: control and sound.
Veo 3.1 produces high-fidelity clips (720p up to 4K) combined with native audio such as sound effects, ambient noise, and dialogue, all in a single pass. Sound-on placements have much higher conversion rates on mobile feeds, so skipping another audio post-production step can significantly reduce implementation time.
Operationally, Veo 3.1 gives creative teams real direction. Supports native 9:16 and 16:9 ratio output, scene expansion to maintain camera angle throughout the clip, and first and last frame generation. Additionally, its three-tier model structure (Standard, Fast, Lite) allows agencies to use cheaper, faster generations for top-of-funnel concept testing and reserve high-fidelity production masters exclusively for concepts with proven performance.
So what is the best LLM for video?
Granted, there are differences for other use cases, but in my particular environment using the above prompt, I got the following end result:
The ultimate takeaway from this head-to-head test is that the most important metric in enterprise AI video is never price per generation. Cost per available clip.
An AI tool that costs pennies but misses briefs 80% of the time is a financial black hole. The real waste is not in production fees, but in endless review cycles, manual rework, and wasteful rapid engineering. High immediate compliance and visual consistency are not soft, creative luxuries. These are the precise financial metrics that determine whether generative AI saves or consumes capital.
- Google Veo 3.1 (Rating: 4.5/5): Recommended. Perfect for production-grade creatives with native audio and precise control. Average cost per usable clip: $3.5 to $4
- Grok Imagine (Rating: 3.5/5): Please use with caution. Perfect for quick social-first concepts and quick top-of-funnel iterations. Average cost per usable clip: $1-2
- Seadance V1.5 (Rating: 2.0/5): Not recommended. Due to the lack of consistency, paid advertising has limited suitability to workflows. Average cost per usable clip: $1 to $2.5
Admiral Media CEO Andre Kempe and his team are revealing more insights at a workshop held as the opening session of GrowBoat 2026, the year’s largest growth marketing event. Full event details on how to win a spot sailing with the industry’s top minds in Barcelona are below.
What is a glow boat?
On June 17, 2026, immediately after Pocket Gamer Connects Barcelona, Admiral Media, Mintegral and WePush will co-host GrowBoat 2026, mobile’s most exclusive networking experience at sea, with DJ Tori Levett. Gathering on board a luxury catamaran, the 100-person elite will feature an exclusive Creative AI Workshop designed specifically to analyze the future of AI creative production, followed by intimate networking with executives from global brands such as King, Zynga, Product Madness, and Scopely.
Seats are carefully selected and cannot be purchased. Only the last few seats remain. If you’re a mobile executive ready to replace stuffy conference rooms with real conversations in the Mediterranean, this is your cue. Register now at growboat.io so you don’t miss the boat.
