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FlintyLemming
2026-07-16 10:02:24 +08:00
parent 208f24379d
commit 2897cfac78
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content/post/256779ab64688063b3c9000c80fc01c6/index.zh-cn.md
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@@ -6,7 +6,7 @@ date = "2026-06-07"
description = ""
categories = ["AI"]
tags = ["SGLang", "GLM", "HiCache"]
image = "https://assets.mitsea.cn/blog/posts/2026/06/GLM-5.1%20Coding%20%E5%9C%BA%E6%99%AF%E9%83%A8%E7%BD%B2%E4%BC%98%E5%8C%96%EF%BC%9A%20HiCache%20%E9%85%8D%E7%BD%AE%E6%8C%87%E5%8D%97%E4%B8%8E%E5%9C%BA%E6%99%AF%E5%8E%8B%E6%B5%8B/jimmy-liu-k2zuVhKjA4o-unsplash.avif"
image = "https://assets.flinty.moe/blog/posts/2026/06/GLM-5.1%20Coding%20%E5%9C%BA%E6%99%AF%E9%83%A8%E7%BD%B2%E4%BC%98%E5%8C%96%EF%BC%9A%20HiCache%20%E9%85%8D%E7%BD%AE%E6%8C%87%E5%8D%97%E4%B8%8E%E5%9C%BA%E6%99%AF%E5%8E%8B%E6%B5%8B/jimmy-liu-k2zuVhKjA4o-unsplash.avif"
+++
## 背景
@@ -330,11 +330,11 @@ HiCache 路径确实在工作：约 290 万 token 落在 host cache，约 2320
**HiCache** — 输出平稳，几乎无 ≥1s 的 chunk 间隔：
![HiCache mixed 10min](https://assets.mitsea.cn/blog/posts/2026/06/GLM-5.1%20Coding%20%E5%9C%BA%E6%99%AF%E9%83%A8%E7%BD%B2%E4%BC%98%E5%8C%96%EF%BC%9A%20HiCache%20%E9%85%8D%E7%BD%AE%E6%8C%87%E5%8D%97%E4%B8%8E%E5%9C%BA%E6%99%AF%E5%8E%8B%E6%B5%8B/hicache_mixed_10min_20260607.svg)
![HiCache mixed 10min](https://assets.flinty.moe/blog/posts/2026/06/GLM-5.1%20Coding%20%E5%9C%BA%E6%99%AF%E9%83%A8%E7%BD%B2%E4%BC%98%E5%8C%96%EF%BC%9A%20HiCache%20%E9%85%8D%E7%BD%AE%E6%8C%87%E5%8D%97%E4%B8%8E%E5%9C%BA%E6%99%AF%E5%8E%8B%E6%B5%8B/hicache_mixed_10min_20260607.svg)
**MTP** — 平均吞吐更高，但 decode/revisit 请求 **100% 出现 ≥1s 的 chunk gap**，P95 达 12.84s，即「写着写着突然停十几秒」：
![MTP mixed 10min](https://assets.mitsea.cn/blog/posts/2026/06/GLM-5.1%20Coding%20%E5%9C%BA%E6%99%AF%E9%83%A8%E7%BD%B2%E4%BC%98%E5%8C%96%EF%BC%9A%20HiCache%20%E9%85%8D%E7%BD%AE%E6%8C%87%E5%8D%97%E4%B8%8E%E5%9C%BA%E6%99%AF%E5%8E%8B%E6%B5%8B/mtp_mixed_10min_20260607.svg)
![MTP mixed 10min](https://assets.flinty.moe/blog/posts/2026/06/GLM-5.1%20Coding%20%E5%9C%BA%E6%99%AF%E9%83%A8%E7%BD%B2%E4%BC%98%E5%8C%96%EF%BC%9A%20HiCache%20%E9%85%8D%E7%BD%AE%E6%8C%87%E5%8D%97%E4%B8%8E%E5%9C%BA%E6%99%AF%E5%8E%8B%E6%B5%8B/mtp_mixed_10min_20260607.svg)
### Mixed 多并发容量
@@ -345,9 +345,9 @@ HiCache 路径确实在工作：约 290 万 token 落在 host cache，约 2320
HiCache 在 mixed 场景下可稳定支撑 **4 路并发** coding agent；MTP 在并发 2 就已因 chunk gap 超标被判不可用。
![HiCache 并发容量](https://assets.mitsea.cn/blog/posts/2026/06/GLM-5.1%20Coding%20%E5%9C%BA%E6%99%AF%E9%83%A8%E7%BD%B2%E4%BC%98%E5%8C%96%EF%BC%9A%20HiCache%20%E9%85%8D%E7%BD%AE%E6%8C%87%E5%8D%97%E4%B8%8E%E5%9C%BA%E6%99%AF%E5%8E%8B%E6%B5%8B/coding_agent_capacity_hicache_mixed_reuse_20260607.svg)
![HiCache 并发容量](https://assets.flinty.moe/blog/posts/2026/06/GLM-5.1%20Coding%20%E5%9C%BA%E6%99%AF%E9%83%A8%E7%BD%B2%E4%BC%98%E5%8C%96%EF%BC%9A%20HiCache%20%E9%85%8D%E7%BD%AE%E6%8C%87%E5%8D%97%E4%B8%8E%E5%9C%BA%E6%99%AF%E5%8E%8B%E6%B5%8B/coding_agent_capacity_hicache_mixed_reuse_20260607.svg)
![MTP 并发容量](https://assets.mitsea.cn/blog/posts/2026/06/GLM-5.1%20Coding%20%E5%9C%BA%E6%99%AF%E9%83%A8%E7%BD%B2%E4%BC%98%E5%8C%96%EF%BC%9A%20HiCache%20%E9%85%8D%E7%BD%AE%E6%8C%87%E5%8D%97%E4%B8%8E%E5%9C%BA%E6%99%AF%E5%8E%8B%E6%B5%8B/coding_agent_capacity_mtp_mixed_reuse2_20260607.svg)
![MTP 并发容量](https://assets.flinty.moe/blog/posts/2026/06/GLM-5.1%20Coding%20%E5%9C%BA%E6%99%AF%E9%83%A8%E7%BD%B2%E4%BC%98%E5%8C%96%EF%BC%9A%20HiCache%20%E9%85%8D%E7%BD%AE%E6%8C%87%E5%8D%97%E4%B8%8E%E5%9C%BA%E6%99%AF%E5%8E%8B%E6%B5%8B/coding_agent_capacity_mtp_mixed_reuse2_20260607.svg)
分档细节（mixed 模式）：