inclusionAI: Ling 3.0 Flash Sante

inclusionAI: Ling 3.0 Flash Sante, a health and medicine-focused mixture-of-experts model, demonstrates moderate speed performance, ranking in the 36th percentile across benchmarks. It offers cost-effective solutions, typically placing in the 63rd percentile for price. A standout feature is its exceptional reliability, boasting a 96% success rate, indicating consistent and usable responses. In terms of specific performance, the model exhibits strong reasoning capabilities, achieving 98.0% accuracy and ranking in the 89th percentile, while also being cost-efficient in this category. Its instruction following is solid at 74.0% accuracy, placing it in the 70th percentile. Coding performance is respectable at 90.0% accuracy, though it falls in the 56th percentile. Mathematics presents a notable weakness, with 90.0% accuracy but only ranking in the 47th percentile, and it is the slowest category for the model. Overall, Ling 3.0 Flash Sante excels in reliability and complex reasoning, offers competitive pricing, but has room for improvement in mathematical problem-solving speed and relative accuracy.