AllenAI: Olmo 3.1 32B Think

AllenAI: Olmo 3.1 32B Think demonstrates exceptional reliability, achieving a 99% success rate across benchmarks, indicating consistent and stable operation. However, its speed performance is a notable weakness, ranking in the 12th percentile with generally longer response times. Pricing is moderate, falling into the 28th percentile. The model exhibits strong performance in several key areas. It achieves high accuracy in Reasoning (90.0%, 79th percentile) and Coding (91.0%, 72nd percentile), aligning with its design for deep reasoning and complex logic. General Knowledge is also robust at 99.0% accuracy (64th percentile). Instruction Following shows solid capability at 64.6% accuracy (69th percentile). While its hallucination rate is relatively low at 91.5% accuracy (45th percentile for not hallucinating), there's room for improvement in consistently acknowledging uncertainty. Mathematics performance is average at 88.4% (57th percentile), and Ethics (98.0%, 38th percentile) and Email Classification (96.8%, 40th percentile) are competent but not top-tier. Its primary weakness lies in its slower processing speeds across all evaluated tasks.