Baidu: ERNIE 4.5 VL 424B A47B

Baidu's ERNIE 4.5 VL 424B A47B demonstrates a balanced performance profile, excelling in reliability while showing moderate speed and competitive pricing. Its reliability is a significant strength, with a 92% success rate across benchmarks, indicating consistent and usable responses. Speed performance is moderate, ranking in the 33rd percentile, suggesting it performs adequately but not among the fastest models. Pricing is competitive, placing it in the 43rd percentile. The model exhibits strong accuracy in several key areas. It achieved perfect accuracy in Ethics (Baseline), notably being the most accurate model at its price point and speed. It also performed exceptionally well in Email Classification (99.0% accuracy) and General Knowledge (99.5% accuracy), showcasing robust understanding and recall. Its performance in Coding (89.0% accuracy) is also commendable. However, a notable weakness is its performance in Reasoning (46.9% accuracy), where it ranks in the lower 32nd percentile, indicating challenges with complex logical and abstract problem-solving. Instruction Following also presents room for improvement at 62.0% accuracy. Overall, ERNIE 4.5 VL 424B A47B is a highly reliable multimodal model with strong capabilities in knowledge-based and classification tasks, though its reasoning abilities could be further enhanced.