Ling 3.0 Flash Fin (free)

Ling 3.0 Flash Fin (free) from InclusionAI, a finance-focused mixture-of-experts model, generally exhibits longer response times, ranking in the 18th percentile for speed. Conversely, it offers cost-effective solutions, placing in the 75th percentile for price. The model's performance across benchmarks reveals a mixed profile. It struggles significantly with hallucination detection, achieving only 34.0% accuracy, indicating a notable weakness in acknowledging uncertainty. Similarly, its General Knowledge and Ethics scores are low, at 46.5% and 47.0% accuracy respectively, suggesting limitations in broad factual recall and ethical reasoning. However, it demonstrates reasonable capability in Email Classification with 95.0% accuracy and performs adequately in Reasoning tasks, scoring 80.0% accuracy. Its primary strengths lie in its affordability and moderate reasoning abilities, while its key weaknesses are its propensity for hallucination and lower performance in general knowledge and ethics.