Priya Sharma, Author at ProInsights Portal

AI Video Upscaling Tools Tested: Topaz Video AI vs AVCLabs vs Pixop for Restoring Old Family Footage

I spent three weeks testing Topaz Video AI, AVCLabs Video Enhancer, and Pixop on real family footage from VHS to miniDV. Here's which AI upscaling tool delivers the best results for your specific source material, complete with processing times, cost breakdowns, and workflow recommendations.

Priya Sharma March 4, 2026

I Tested Cerebras, Groq, and SambaNova Against NVIDIA A100s: The Performance Data No One Expected

I tested Cerebras, Groq, and SambaNova chips against NVIDIA A100s running identical AI workloads for three weeks. Cerebras delivered 9x faster inference, Groq achieved 17x lower latency, and SambaNova scaled linearly to 32 units - but each has critical limitations that determine when they actually make sense to deploy.

Priya Sharma March 4, 2026