Baidu: ERNIE 4.5 VL 28B A3B

Baidu's ERNIE 4.5 VL 28B A3B, a powerful multimodal Mixture-of-Experts model, demonstrates competitive response times, ranking in the 52nd percentile across seven benchmarks. It also offers cost-effective solutions, placing in the 62nd percentile for price. A standout feature is its exceptional reliability, achieving a perfect 100% success rate across all benchmarks, indicating minimal technical failures. In terms of performance across categories, the model exhibits strong capabilities in Ethics, achieving 100% accuracy and being noted as the most accurate model at its price point and speed. It also performs well in General Knowledge (96.0% accuracy) and Email Classification (96.0% accuracy). Its Instruction Following and Reasoning capabilities are solid, with 56.0% and 70.0% accuracy respectively, placing it around the 50th percentile. A notable weakness is its performance in Hallucinations, where it scored 80.0% accuracy, ranking in the 24th percentile, suggesting room for improvement in acknowledging uncertainty. Coding performance is average at 82.0% accuracy. Overall, ERNIE 4.5 VL 28B A3B is a highly reliable and cost-efficient model with strong ethical reasoning and general knowledge, though its ability to acknowledge uncertainty could be enhanced.