DeepSeek: DeepSeek V3.1 Terminus

DeepSeek V3.1 Terminus, a 671B parameter hybrid reasoning model, demonstrates strong overall performance with a focus on addressing user-reported issues and optimizing agent capabilities. It performs among the fastest models, ranking in the 66th percentile for speed across seven benchmarks, and offers competitive pricing, placing in the 46th percentile. Notably, the model exhibits exceptional reliability with a 100% success rate, indicating consistent and dependable operation. In terms of benchmark performance, DeepSeek V3.1 Terminus achieves perfect accuracy in Hallucinations and Ethics, highlighting its ability to acknowledge uncertainty and adhere to ethical principles. It shows robust performance in General Knowledge (99.5% accuracy) and Reasoning (90.0% accuracy), indicating strong cognitive abilities. Its Coding (90.0% accuracy) and Mathematics (91.0% accuracy) scores are also commendable, reflecting its optimized performance in these areas. While its Email Classification accuracy (97.0%) is solid, it ranks in the 46th percentile for this category, suggesting some room for improvement compared to top performers. Key strengths include its high reliability, excellent hallucination and ethics performance, and strong reasoning and coding capabilities, making it well-suited for research, coding, and agentic workflows.