Amazon: Nova 2 Lite

Amazon's Nova 2 Lite, released on November 28, 2025, is positioned as a fast, cost-effective reasoning model capable of processing text, images, and videos to generate text. It consistently ranks among the fastest models, achieving an Infinityth percentile across 8 benchmarks, indicating exceptional speed. Price data is currently unavailable, suggesting potential free tier usage. The model demonstrates exceptional reliability with a 99% success rate across 8 benchmarks, ensuring consistent and usable responses. Nova 2 Lite exhibits strong performance in specialized areas, particularly in Ethics, where it achieved a perfect 100% accuracy, ranking first and demonstrating exceptional value. It also shows robust capabilities in Coding (88.0% accuracy, 64th percentile) and General Knowledge (97.5% accuracy, 53rd percentile). Its ability to process documents and extract information from videos, as highlighted in its description, aligns with its strong classification performance in Email Classification (97.0% accuracy). However, the model struggles significantly with Hallucinations, scoring 0.0% accuracy, indicating a tendency to generate information rather than acknowledge uncertainty. Its Instruction Following (48.0% accuracy) and Reasoning (42.0% accuracy) capabilities also present areas for improvement, suggesting challenges with complex multi-step directives and abstract problem-solving.