DeepSeek: R1 Distill Llama 70B

DeepSeek R1 Distill Llama 70B demonstrates a strong performance profile, particularly in its reliability and specific academic benchmarks. While its speed ranking places it in the 18th percentile, indicating generally longer response times, it offers competitive pricing, ranking in the 47th percentile. A standout feature is its exceptional reliability, achieving a 97% success rate across benchmarks, suggesting consistent and usable outputs. The model excels in specialized areas, achieving a remarkable 70.0 pass@1 on AIME 2024 and 94.5 pass@1 on MATH-500, alongside a CodeForces Rating of 1633. Benchmark results show high accuracy in General Knowledge (99.8%) and Reasoning (84.0%). It also performs well in Ethics (99.0%) and Coding (87.0%). A notable strength is its perfect 100.0% accuracy in one Instruction Following benchmark, achieved with a fast duration. However, its Hallucinations accuracy (90.0%) is moderate, and its Mathematics benchmark score (79.0%) is in the lower half of models. The model's primary weakness appears to be its speed, consistently ranking in lower percentiles for duration across most benchmarks.