---
title: "Several major models shipped in the last 48 hours. 𝗙𝗼𝗿 𝗥𝗔𝗚 𝗮𝗻𝗱 𝗮𝗴𝗲𝗻𝘁 𝗯𝘂𝗶𝗹𝗱𝗲𝗿𝘀,..."
source_name: "Milvus(@milvusio)"
original_url: "https://x.com/milvusio/status/2047903430627520972"
canonical_url: "https://www.traeai.com/articles/33d809ba-7f47-4aae-b6e3-59a953a790ce"
content_type: "tweet"
language: "英文"
score: 7.5
tags: ["AI模型","RAG","代理构建"]
published_at: "2026-04-25T05:00:00+00:00"
created_at: "2026-04-30T05:48:33.703258+00:00"
---

# Several major models shipped in the last 48 hours. 𝗙𝗼𝗿 𝗥𝗔𝗚 𝗮𝗻𝗱 𝗮𝗴𝗲𝗻𝘁 𝗯𝘂𝗶𝗹𝗱𝗲𝗿𝘀,...

Canonical URL: https://www.traeai.com/articles/33d809ba-7f47-4aae-b6e3-59a953a790ce
Original source: https://x.com/milvusio/status/2047903430627520972

## Summary

文章介绍了最近48小时内发布的几个主要模型，针对RAG和代理构建者的需求，推荐了DeepSeek V4（成本）、GPT-5.5（能力）和Qwen3.6（本地部署）。

## Key Takeaways

- DeepSeek V4适合高容量、成本敏感的RAG应用。
- GPT-5.5在顶级推理和工具使用方面表现最佳。
- Qwen3.6最适合私有或本地部署。

## Content

Title: Milvus on X: "Several major models shipped in the last 48 hours. 𝗙𝗼𝗿 𝗥𝗔𝗚 𝗮𝗻𝗱 𝗮𝗴𝗲𝗻𝘁 𝗯𝘂𝗶𝗹𝗱𝗲𝗿𝘀, the verdict: 𝗗𝗲𝗲𝗽𝗦𝗲𝗲𝗸 𝗩𝟰 𝗳𝗼𝗿 𝗰𝗼𝘀𝘁, 𝗚𝗣𝗧-𝟱.𝟱 𝗳𝗼𝗿 𝗰𝗮𝗽𝗮𝗯𝗶𝗹𝗶𝘁𝘆, 𝗤𝘄𝗲𝗻𝟯.𝟲 𝗳𝗼𝗿 𝗹𝗼𝗰𝗮𝗹 𝗱𝗲𝗽𝗹𝗼𝘆.

𝗗𝗲𝗲𝗽𝗦𝗲𝗲𝗸 𝗩𝟰 𝗶𝘀 𝗯𝗲𝘀𝘁 https://t.co/uFAZx3nOcr" / X

URL Source: http://x.com/milvusio/status/2047903430627520972

Published Time: Thu, 30 Apr 2026 05:47:52 GMT

Markdown Content:
## Post

## Conversation

Several major models shipped in the last 48 hours. 𝗙𝗼𝗿 𝗥𝗔𝗚 𝗮𝗻𝗱 𝗮𝗴𝗲𝗻𝘁 𝗯𝘂𝗶𝗹𝗱𝗲𝗿𝘀, the verdict: 𝗗𝗲𝗲𝗽𝗦𝗲𝗲𝗸 𝗩𝟰 𝗳𝗼𝗿 𝗰𝗼𝘀𝘁, 𝗚𝗣𝗧-𝟱.𝟱 𝗳𝗼𝗿 𝗰𝗮𝗽𝗮𝗯𝗶𝗹𝗶𝘁𝘆, 𝗤𝘄𝗲𝗻𝟯.𝟲 𝗳𝗼𝗿 𝗹𝗼𝗰𝗮𝗹 𝗱𝗲𝗽𝗹𝗼𝘆. 𝗗𝗲𝗲𝗽𝗦𝗲𝗲𝗸 𝗩𝟰 𝗶𝘀 𝗯𝗲𝘀𝘁 𝗳𝗼𝗿 𝗵𝗶𝗴𝗵-𝘃𝗼𝗹𝘂𝗺𝗲, 𝗰𝗼𝘀𝘁-𝘀𝗲𝗻𝘀𝗶𝘁𝗶𝘃𝗲 𝗥𝗔𝗚. • FLOPs at 27% of V3.2, KV cache at 10% on 1M context (V4-Pro) • V4-Flash pushes further: 10% FLOPs, 7% KV cache • API $1.74/M in, $3.48/M out 𝗚𝗣𝗧-𝟱.𝟱 𝗶𝘀 𝗯𝗲𝘀𝘁 𝗳𝗼𝗿 𝗮𝗴𝗲𝗻𝘁𝘀 𝘁𝗵𝗮𝘁 𝗻𝗲𝗲𝗱 𝘁𝗼𝗽-𝘁𝗶𝗲𝗿 𝗿𝗲𝗮𝘀𝗼𝗻𝗶𝗻𝗴 𝗮𝗻𝗱 𝘁𝗼𝗼𝗹 𝘂𝘀𝗲. • Terminal-Bench 2.0 at 82.7%, GPQA Diamond at 93.6% • Native multimodal with computer control • API $5/$30 standard, $30/$180 Pro (doubled vs 5.4) 𝗤𝘄𝗲𝗻𝟯.𝟲 𝗶𝘀 𝗯𝗲𝘀𝘁 𝗳𝗼𝗿 𝗽𝗿𝗶𝘃𝗮𝘁𝗲 𝗼𝗿 𝗼𝗻-𝗽𝗿𝗲𝗺𝗶𝘀𝗲 𝗱𝗲𝗽𝗹𝗼𝘆𝘀. • 35B total / 3B active per token, open source, free to self-host • 262K context (extendable to 1M via YaRN) • Native multimodal including video

[![Image 1: Image](https://pbs.twimg.com/media/HGrC6hYagAA9yZ7?format=jpg&name=small)](https://x.com/milvusio/status/2047903430627520972/photo/1)