DeepSeek V4.1 Flash发布:性能超GPT-5.6 Sol
Whats really exciting about DeepSeek 4.1 Flash its insane efficiency and pricing…
DeepSeek再次刷新性价比标杆,性能超越GPT-5.6 Sol且价格极低,对Agent开发者和成本敏感型团队极具参考价值,建议关注其架构优化细节。
Whats really exciting about DeepSeek 4.1 Flash its insane efficiency and pricing.
It matches or beats GPT-5.6 Sol on several coding and agent benchmarks, according to DeepSeek’s tests, at a fraction of the token price (-94%!)
For example: on DeepSWE, a software engineering benchmark: - Previous V4-Flash: 54.4% - New V4.1-Flash: 74.2% - GPT-5.6 Sol: 73.0%
DeepSeek also cut prices versus V4-Flash: 32% for fresh input, 57% for cached input and 9% for output.
Even at peak rates, Flash charges $1.20 per million output tokens versus Sol’s $20. That is 94% less. Off-peak, it drops to $0.60.
A new architecture makes reading large inputs cheaper, while sharing and compressing stored context reduces memory requirements. Particularly useful for agents repeatedly reading code, documents and tool results.
DeepSeek is truly back in the price war. This is the real moat.
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