TheDrummer: Cydonia 24B V4.1

TheDrummer: Cydonia 24B V4.1, based on Mistral Small 3.2 24B, demonstrates a strong overall performance profile, particularly excelling in reliability and cost-efficiency. It consistently offers among the most competitive pricing, ranking in the 82nd percentile, and exhibits exceptional reliability with a 100% success rate across all benchmarks. In terms of speed, the model performs in the top tier, placing in the 66th percentile. Analyzing benchmark results, Cydonia 24B V4.1 shows remarkable strength in Coding, achieving perfect 100% accuracy, making it the most accurate model at its price point and among models of similar speed. It also performs very well in Instruction Following (80.4% accuracy, 89th percentile) and Email Classification (97.0% accuracy). While its General Knowledge (95.7%) and Ethics (98.0%) scores are high, their percentile rankings suggest room for improvement compared to other models. A notable weakness is observed in Hallucinations, where its 72.7% accuracy places it in the 19th percentile, indicating a tendency to provide answers rather than acknowledge uncertainty. Reasoning (56.0%) and Mathematics (73.9%) also present areas for development.