DeepSeek-V4-Pro低价逼近GPT-5.6，Kimi K3领先
DeepSeek-V4-Pro (Max) is expected to shift the Pareto frontier
DeepSeek-V4-Pro (Max) is expected to shift the Pareto frontier
DeepSeek-V4-Pro (Max) 预计将改变帕累托前沿
DeepSeek-V4-Pro (Max) reached 1607 in Code Arena WebDev AutoEval at unusually low API pricing.
DeepSeek-V4-Pro (Max) 在 Code Arena WebDev AutoEval 中达到 1607 分，而 API 定价异常低廉。
So DeepSeek sits only 15 Arena points behind GPT-5.6 Sol xHigh while charging about 1/31st of its blended token price.
因此，DeepSeek 仅落后 GPT-5.6 Sol xHigh 15 个竞技场积分，而其混合代币价格约为后者的 1/31。
Kimi K3 Max leads it by 67 points at 1674, but its listed $3/$15 pricing produces a blended cost almost 16 times higher.
Kimi K3 Max 以 1674 分领先 67 分，但其标价 $3/$15 产生的混合成本几乎是其 16 倍。
Code Arena: WebDev tests models on building interactive web applications,
Code Arena: WebDev 测试模型构建交互式 Web 应用程序的能力，
更进一步：量化金融体系
看懂新闻只是起点——沿量化金融路径，把它变成能交付的工程能力