Model Evaluations
Private testing for video models and new releases.
Evaluating AI Video For Labs and Creators
Independent expert led testing that help labs improve their models & creative teams choose the right tools.
Services
Advisory & Implementation
Technical advisory and software development for AI video, model evaluation, and production workflows.
V-Benchmark Reports
Full comprehensive reports on Independent testing and analysis of leading video models delivered to paid subscribers
What & How We Measure
Who We Are
Megaton AI is an independent research and consulting firm for generative media. We help organizations evaluate emerging technologies, implement agents & workflows, and build scalable content operations. Our team has worked with Kaiser Permanente, Droga5, Supreme, and other leading organizations.
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Human evaluation is the gold standard for assessing generated video.†
V-Benchmark combines trained visual experts, quantitative video-quality measures, and automated analysis using multimodal models. Clear criteria and repeated testing produce consistent, useful evaluations at scale.
Have your model evaluated by our team.
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V-Benchmark data is available for approved research and commercial use. Share your work email and we will follow up about what you need.