TNG: DeepSeek R1T2 Chimera

DeepSeek-TNG-R1T2-Chimera, TNG Tech's second-generation 671B-parameter mixture-of-experts model, demonstrates exceptional performance across several key metrics. It consistently ranks among the fastest models available, achieving an Infinityth percentile speed ranking across five benchmarks, and offers highly competitive pricing, also at an Infinityth percentile. The model exhibits outstanding reliability with a 100% success rate across all benchmarks, indicating minimal technical failures and consistent response generation. In terms of benchmark performance, the model achieved perfect 100% accuracy in General Knowledge, Email Classification, and Ethics, often being the most accurate model at its price point and speed. Its Coding performance was also strong at 95% accuracy, placing it in the 96th percentile. However, a significant weakness is observed in Instruction Following, where it recorded 0.0% accuracy, suggesting a critical area for improvement. Despite this, its tri-parent design contributes to strong reasoning and a favorable cost-to-intelligence trade-off, running significantly faster than its predecessors. Its ability to handle contexts up to 60k tokens (tested to ~130k) and consistent `<think>` token behavior make it suitable for long-context analysis and open-ended generation tasks.