ByteDance: Seed OSS 36B Instruct

The ByteDance Seed-OSS-36B-Instruct model, a 36B-parameter instruction-tuned reasoning language model, demonstrates a balanced performance profile with notable strengths in specific areas. It exhibits moderate speed performance, ranking in the 25th percentile across benchmarks, indicating it is not among the fastest models available. In terms of cost, it offers competitive pricing, positioned at the 43rd percentile. A significant highlight is its strong reliability, boasting a 94% success rate, suggesting consistent and dependable operation with few technical issues. Analyzing benchmark results, the model excels in Instruction Following (77th percentile accuracy) and Coding (80th percentile accuracy), aligning with its description as optimized for general instruction following and strong coding performance. It also shows strong capabilities in General Knowledge and Email Classification, both achieving 64th percentile accuracy. However, its performance in Reasoning (33rd percentile accuracy) and Ethics (26th percentile accuracy) is comparatively weaker, indicating areas for potential improvement. While its cost per task is generally competitive, the duration for tasks like Coding is notably high. Overall, Seed-OSS-36B-Instruct is a reliable model with strong instruction following and coding abilities, making it suitable for agentic workflows and multilingual tasks, despite moderate speed and some limitations in complex reasoning and ethical understanding.