Arcee AI: Virtuoso Medium V2

Arcee AI's Virtuoso Medium V2, a 32B model leveraging DeepSeek-v3 logits and a Qwen 2.5 backbone, demonstrates a strong balance of capability and deployability. It consistently ranks among the fastest models, placing in the 92nd percentile across five benchmarks, and offers competitive pricing, ranking in the 54th percentile. Notably, the model exhibits exceptional reliability with a 100% success rate across all benchmarks, indicating minimal technical failures. In terms of performance across categories, Virtuoso Medium V2 achieved perfect accuracy in Ethics (100%), making it the most accurate model at its price point and among models of comparable speed. It also performed strongly in General Knowledge (99.0% accuracy) and Coding (83.0% accuracy). While its Email Classification accuracy was 97.0%, its Instruction Following score of 61.0% suggests a potential area for improvement, though it still ranks in the 66th percentile for this category. Its key strengths lie in its speed, reliability, and ethical reasoning capabilities, making it well-suited for enterprise chat assistants and technical writing aids where high accuracy and consistent performance are crucial.