Amazon: Nova 2 Lite

Amazon's Nova 2 Lite, created on December 2, 2025, is positioned as a fast, cost-effective reasoning model for everyday workloads, capable of processing text, images, and videos to generate text. The model performs among the fastest models, typically ranking in the top tier for speed (73rd percentile across 8 benchmarks). It offers moderate pricing (37th percentile across 1 benchmark) and demonstrates exceptional reliability with a 99% success rate across 8 benchmarks, indicating minimal technical failures. Nova 2 Lite excels in specific areas, achieving perfect accuracy in Ethics (100%), making it a top performer in this category. It also shows strong performance in General Knowledge (97.5%) and Email Classification (97.0%), indicating robust understanding and categorization abilities. Its Coding performance is solid at 88.0% accuracy. However, the model exhibits notable weaknesses in Hallucinations, with only 46.0% accuracy, suggesting a tendency to provide information rather than acknowledge uncertainty. Reasoning (42.0%) and Instruction Following (48.0%) also present areas for improvement, indicating challenges with complex multi-step problem-solving and intricate directives.