Observed Signal · Jun 12, 2026 · Product Launch · Source: techcrunch · Impact: 3/5 · Sentiment: Positive
Avataar launches Varya, low-cost India-focused video AI
Avataar AI, a Peak XV-backed startup chosen for India’s India AI Mission, has released Varya, a video-generation model optimized for Indian cultural contexts and e-commerce use cases. Built by distilling Alibaba’s Wan 2.2 into a leaner model, Varya produces video much faster (a 5-second 720p clip in 45 seconds on an NVIDIA H200 versus 1,230 seconds for Wan 2.2) and at substantially lower cost. Avataar plans to price hosted output at ₹0.48 ($0.005) per second and will publish Varya’s weights and training data on the government’s India AI Kosh portal for self-hosting and modification. The company says the model was trained on curated data to better represent Indian festivals, clothing, food and architecture, and it is open to partnerships with video tools and enterprise customers.
A materially cheaper, faster, and open-weight video model targeted at India could democratize large-scale video creative production for e-commerce, creators and public services and influence creative supply chains and costs in the region.
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Key Takeaways & Evidence Grounding
- Avataar AI launched a video-generation model named Varya.
- Varya was developed by distilling Alibaba’s Wan 2.2 into a faster, leaner model.
- Using an NVIDIA H200 GPU, Varya can generate a 5-second 720p clip in 45 seconds versus 1,230 seconds for Wan 2.2.
- Avataar plans to charge ₹0.48 ($0.005) per second on its hosted service, substantially cheaper than many competitors.
- Varya will be released as an open-weight model on India’s AI Kosh portal alongside its training data.
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