Agent Arena 实测 Jev Router：4700 次会话
第三方在 4700+ 真实 agent 会话上测 Jev Router：成本比 DeepSeek V4.1 Flash 高 38%、延迟 1.7 倍，但可操控性 +10% 接近 Opus 5.5。
We evaluated Jev Router by @typesafeai on Agent Arena. Our tests spanning more than 4,700 real-world agentic sessions show: 1. Jev Router does not improve on the current Pareto frontier. For similar performance as DeepSeek V4.1 Flash (Max), the solution costs 38% more and its median model request latency is 1.7x higher. 2. However, it does mostly route to Pareto efficient models. The most LLM it picks is DeepSeek V4.1 Flash, with GPT-6.1 Sol and GPT-6 Luna also being frequent choices. 3. Jev Router’s key strength is steerability. Its score of +10% almost matches Claude Opus 5.5 (High) (+10.48). This highlights the benefit of Jev effectively routing to stronger LLM in response to user feedback. More insights in the thread below.