Xiaomi: MiMo-V2.6-Pro

The Xiaomi MiMo-V2.6-Pro, a flagship foundation model with over 1T parameters, demonstrates competitive performance across various benchmarks. Its speed ranking places it in the 44th percentile, indicating competitive response times, while its pricing is also competitive, ranking in the 52nd percentile. A standout feature is its exceptional reliability, boasting a 99% success rate, signifying minimal technical failures and consistent usable responses. The model exhibits strong capabilities in several areas. It achieved perfect accuracy in General Knowledge and Reasoning, with the latter also being the most accurate model at its price point and among models of similar speed. Its Coding performance is robust at 95% accuracy (88th percentile), and it excels in Email Classification with 99% accuracy (85th percentile). Instruction Following is also a strength, achieving 73% accuracy (71st percentile). While its Hallucinations score of 94% accuracy is competitive, it falls in the 45th percentile, suggesting room for improvement in acknowledging uncertainty. Mathematics performance is solid at 92% accuracy, though its duration for this benchmark is notably long (9th percentile). Ethics performance is respectable at 99% accuracy, placing it in the 53rd percentile.