Xiaomi: MiMo-V2-Flash

Xiaomi's MiMo-V2-Flash demonstrates competitive response times, performing among the fastest models with a 53rd percentile speed ranking. It offers cost-effective solutions, ranking in the 78th percentile for price. Notably, the model exhibits exceptional reliability with a 100% success rate across all benchmarks, indicating minimal technical failures. In terms of performance across categories, MiMo-V2-Flash excels in Ethics, achieving perfect 100% accuracy, and shows strong capabilities in General Knowledge (98.5%) and Email Classification (98.0%). Its coding performance is solid at 87.0% accuracy. However, a notable weakness is its performance on the Hallucinations benchmark, where it scores 66.0% accuracy, suggesting a tendency to provide information rather than acknowledge uncertainty. Instruction Following and Reasoning benchmarks show moderate performance at 56.0% and 64.0% accuracy, respectively. The model's hybrid-thinking toggle and optimization for agentic tools (with reasoning mode off) are key features, offering performance comparable to Claude Sonnet 4.5 at a significantly lower cost.