💥实力比拼：Jev vs DeepSeek V4.1 Flash，瞬间秒懂Jev的恐怖能力！
This is a dev post classified by Jev as AI dev tools (an opinion), kept by the Dev Radar because it carries real work, not commentary.
💥实力比拼：Jev vs DeepSeek V4.1 Flash，瞬间秒懂Jev的恐怖能力！ 500条真实电商客服工单，同一套分单任务： 🔸JEV：83秒清完，花了 $0.01，左边已经全部归档。 🔹DeepSeek：这轮停单时只做完 173条，花了 $0.06，右边还剩一大半，贵了大约5倍。 差距不在“谁更聪明”，在设计架构： 🔸JEV官方定位是 System 1 快决策模型：根本不写字，抛弃逐字吐词，底层一次性并行甩出代码要的最终答案（对/错、打分、分类），70–200毫秒直接落地了。 🔹DeepSeek本质是通用生成模型，哪怕你只要一个“退款 / 物流 / 催发货”分类，它也得在后台一个词一个词往外推，把整段生成流程走完。 电商客服这种“海量、重复、结构化判断”的场景，生成模型在付延迟税和token税，决策模型在秒杀！ #jev #电商客服 #deepseek #高效生产力 #AI工具 #System1 #梁文峰 https://x.com/nft_chen/status/2101231191320051956?s=46
Posted by SuSu_酥酥👅 (15.6k followers) 1 days ago · 167 likes · 81.3k views · view the original post on X. Kept by the Dev Radar as AI dev tools. Tools mentioned: nimble, bespoke-nimble-9b.
More dev work like this
- 架构设计： — @mylifcc
- Multi-agent prototypes stall when orchestration becomes the project. — @DanKornas
- Rebuilding a site you own shouldn’t mean starting from a blank Next.js app. — @DanKornas
- NVIDIA wants coding agents to stop wasting tokens on repeated work. — @agenticgirl
- Runs 69 product management skills and 42 workflows in Claude Code and Cowork. — @tom_doerr
- Zai bros just opensourced their ZCode harness 🔥🔥 — @zainhas
- Your AI agents keep rediscovering work. This repo gives them a shared folder. — @DanKornas
- We made an easy image loader for Qwen Image 2.1. Now you can generate your images on the… — @Blackfrost_AI
Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 17.6k posts from 4.9k X accounts over the last 21 days, 2k tools, 12 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-21 02:20 UTC. Full method.