Mistral: Mistral Small 3

Mistral Small 3, a 24B-parameter model, demonstrates strong overall performance, particularly excelling in efficiency. It consistently performs among the fastest models, ranking in the 70th percentile for speed across eight benchmarks, and offers highly competitive pricing, placing in the 89th percentile across seven benchmarks. Notably, the model exhibits exceptional reliability with a 100% success rate across all evaluated benchmarks, indicating minimal technical failures. In terms of specific benchmarks, Mistral Small 3 shows a key strength in Instruction Following, achieving perfect 100% accuracy in one instance, making it the most accurate among models of comparable speed. It also performs well in Hallucinations (96.0% accuracy) and General Knowledge (98.0% accuracy). While its Ethics and Email Classification scores are respectable (98.0% and 97.0% respectively), they fall within the mid-range percentile. A notable area for improvement appears to be Reasoning (62.0% accuracy) and Coding (79.0% accuracy), where it ranks in the lower percentiles. Despite these areas, its overall MMLU accuracy of 81% and competitive performance against larger models like Llama 3.3 70B and Qwen 32B, at three times the speed, underscore its efficiency-focused design.