💥码住！DeepSeek V4.1 Flash 1017 推理档位怎么用最省钱？！
This is a dev post classified by AGK Intelligence as AI dev tools (a tutorial), kept by the Dev Radar because it carries real work, not commentary.
💥码住！DeepSeek V4.1 Flash 1017 推理档位怎么用最省钱？！ Vals AI 最新实测直接给答案： 低档能保住 89% 分数，成本直接砍到 一半！ 别再无脑拉满了，按场景选档位才是真聪明： 1️⃣日常闲聊、简单问答、快速工具调用→ 用 low（约 50） 甚至更低 又快又便宜，大部分能力都还在，适合高频低难度任务。 2️⃣日常 Agent、写代码、常规分析（推荐默认）→ 用 high（75） 性价比最高的区间。DeepSeek 官方也建议 60–80 能拿回大部分能力，token 用量却低很多。 3️⃣硬核任务（法律研究、复杂代码迁移、深度推理、关键决策）→ 才用 max（100） 这些任务对思考量敏感，Vals 显示 Legal Research 可差十几分，值得多花点钱。 额外省钱技巧： 🔹同一会话里可动态切换档位（简单步骤低档，关键步骤高档） 🔹模型本身输出更短，单任务实际成本再降 20–30% 🔹价格 $0.30/$1.20（离峰半价），开源 1M 上下文 80% 的任务用 high 或更低就够了，max 留给真正难的活。 完整测试报告：https://www.vals.ai/blogs/reasoning-effort #DeepSeek #DeepSeekV4 #AI省钱 #推理模型 #LLM #梁文峰 #大胖鱼
Posted by SuSu_酥酥👅 (26.4k followers) 1 h ago · 19 likes · 2k views · view the original post on X. Kept by the Dev Radar as AI dev tools.
More dev work like this
- ChatAndBuild is launching Living Brain. — @wallstengine
- I asked @bot to go through my original post’s replies and quotes to see the savings:… — @shuding
- 🫢牛逼！你的AI代理还在“瞎猜列名”？NVIDIA开源神器，直接把AI训练成懂业务的“数据打工人”！并且你能一眼看出AI代理是否说谎！ — @NFT_Chen
- Build videos in TypeScript — without Chrome in your render pipeline. — @DanKornas
- Drama 3 now cleans up after itself! 🔊 — @plotarmordev
- @Kimi_Moonshot open-sourced TCSExam, a 100 Lean-checked theoretical CS research tasks… — @javierbits
- Made an automation so every morning GitHub Copilot prints this out for me. — @madebygps
- Claude、Codex 各开几个任务，窗口越开越多，刚才让谁查资料、谁还在改文件，切来切去很容易忘。 — @GitHub_Daily
Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 31.3k posts from 5k X accounts over the last 21 days, 9.3k tools, 12 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-11-04 14:12 UTC. Full method.