Avataar's Varya Slices Video AI Cost to $0.005 Per Second for India (アバターのVaryaはビデオAIのコストをインドで秒あたり0.005ドルにする)

Avataar's Varya generates a 5-second 720p video in 45 seconds on an NVIDIA H200 GPU—compared to 1,230 seconds for Alibaba's Wan 2.2.

Distillation Slashes Steps from 50 to 4

Avataar AI didn't train Varya from scratch. They started with Wan 2.2, Alibaba's open video generation model, and applied distillation to compress its capabilities into a leaner version. Where Wan 2.2 requires 50 inference steps, Varya runs in only 4. That's a 10x speedup in generation time.

The result is a model optimized for Avataar's e-commerce use cases, but the architectural lesson applies broadly: distillation can make a general-purpose model practical for population-scale deployment without waiting for a new foundation model.

Pricing at ₹0.48 Per Second Undercuts Rivals by 20x

Varya's hosted service costs ₹0.48 ($0.005) per second of video. Compare that to Veo, Kling, Luma, and Runway, which typically charge $0.10 or more per second. That's a 20x price difference. "Cost is the biggest unlock for AI adoption in India," Peak XV managing director Rajan Anandan told TechCrunch.

India is a video-first market. Students, teachers, MSMEs, and public services can't afford industrial-grade pricing. Varya makes video AI available at a fraction of the cost—an economic enabler, not just a technical one.

Open-Weight Release with Cultural Training Data

Varya will be released as an open-weight model on India's AI Kosh portal, along with its training data. Developers can self-host or modify it. The curated training data includes Indian festivals, food, clothing, and architecture—addressing the stereotyped outputs common in generic video models.

Avataar also plans to offer Varya to enterprise customers and is open to partnerships with tools like Higgsfield and Adobe Firefly. Anyone can try it now via text prompts or reference images on Avataar's website.

With Varya's open release on India AI Kosh, expect a wave of localized video applications—from small business ads to government information campaigns—that couldn't justify $0.10 per second.

Source: Cheaper, faster, and culturally aware, Avataar's video AI is built for India's scale
Domain: techcrunch.com