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TechActive · 47h

Tailscale ships performance upgrades for Linux, Android, and exit nodes

The VPN company details packet-handling optimizations and previews multi-queue technology arriving in late 2026.

What to know

  • Tailscale optimized packet handling on Linux and Android to avoid redundant copying, achieving a 5% speed-up by keeping small packets in place rather than moving them to separate buffers.
  • The company shortened packet queue depths after finding most buffer space went unused, reducing both latency and memory overhead.
  • Multi-queue technology for app connectors, subnet routers, and exit nodes is coming in the second half of 2026, with memory savings from earlier optimizations allocated to these high-traffic nodes.

Tailscale VPN and networking platform company

Tailscale ships performance upgrades for Linux, Android, and exit nodes
tailscale.com

How it unfolded 3 developments, newest first · click a bar or a number to jump articlesposts

Peak 3 pieces in one hour at Yesterday, 7 PM; 19 pieces over 2 days (1 article · 6 posts · 12 comments) Sep 22, 10 AM — 1 piece · 1 post — Hacker News 1Sep 22, 11 AM — 1 piece · 1 post — Mastodon 1Sep 22, 12 PM — quietSep 22, 1 PM — quietSep 22, 2 PM — quietSep 22, 3 PM — quietSep 22, 4 PM — quietSep 22, 5 PM — quietSep 22, 6 PM — quietSep 22, 7 PM — quietSep 22, 8 PM — 1 piece · 1 post — Hacker News 1Sep 22, 9 PM — quietSep 22, 10 PM — quietSep 22, 11 PM — quietYesterday, 12 AM — quietYesterday, 1 AM — quietYesterday, 2 AM — quietYesterday, 3 AM — quietYesterday, 4 AM — quietYesterday, 5 AM — quietYesterday, 6 AM — quietYesterday, 7 AM — quietYesterday, 8 AM — quietYesterday, 9 AM — quietYesterday, 10 AM — quietYesterday, 11 AM — quietYesterday, 12 PM — quietYesterday, 1 PM — 2 pieces · 1 article · 1 post — Hacker News 1, Newswires 1Yesterday, 2 PM — quietYesterday, 3 PM — quietYesterday, 4 PM — 1 piece · 1 post — Mastodon 1Yesterday, 5 PM — 1 piece · 1 comment — Hacker News 1Yesterday, 6 PM — 1 piece · 1 comment — Hacker News 1Yesterday, 7 PM — 3 pieces · 3 comments — Hacker News 3Yesterday, 8 PM — 2 pieces · 2 comments — Hacker News 2Yesterday, 9 PM — 1 piece · 1 comment — Hacker News 1Yesterday, 10 PM — quietYesterday, 11 PM — 1 piece · 1 post — Mastodon 1Today, 12 AM — quietToday, 1 AM — 1 piece · 1 comment — Hacker News 1Today, 2 AM — 1 piece · 1 comment — Hacker News 1Today, 3 AM — quietToday, 4 AM — quietToday, 5 AM — quietToday, 6 AM — quietToday, 7 AM — quietToday, 8 AM — quietToday, 9 AM — 2 pieces · 2 comments — Hacker News 2 ◂ 1 earlier23
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  1. 3

    Tailscale reduces packet queue depths to lower memory and latency

    Tailscale shortened packet queues after testing showed most queue depth went unused, reducing waiting time and memory overhead while freeing space for harder-working nodes.

    “On Linux and Android, Tailscale now leaves those packets where they landed. It identifies where each one starts and ends inside the single large read instead of copying it somewhere new.”
    — Tailscale · source
    • (Tailscale cofounder) I see a few comments here that using kernel wireguard would make it faster; it’s not really that simple. In fact, for a while (and we wrote a blog post about it), our optimizations made wireguard-go faster than kernel wireguard because it was better optimized. They adopted some of those improvements and now we’re on to the…

      apenwarrHacker News14h agoview on Hacker News ↗
    2 more of the top 3 · 14 posts in this stretch
    • hkrn@mstdn.social

      Making Tailscale Faster L: https:// tailscale.com/blog/making-tail scale-faster C: https:// news.ycombinator.com/item?id=4 9819880 posted on 2026.09.23 at 13:49:07 (c=0, p=3)

      hkrn@mstdn.socialMastodon17h agoview on Mastodon ↗
    • In my opinion, this is Tailscale's largest issue.It is slow. It cannot achieve speeds of greater than 1Gbps on clients systems (Windows & Mac), where you'd normally see it being used. On Linux, it struggles to achieve 10Gbps even when using a synthetic large packet benchmark [1]. With an IMIX benchmark, it would not be competitive whatsoever.This…

      iscoelhoHacker News14h agoview on Hacker News ↗
    all of them →
  2. 2

    Tailscale describes packet-handling optimizations achieving 5% speed-up

    Tailscale detailed how on Linux and Android, it now avoids copying small packets into separate 64 KiB buffers, instead identifying packet boundaries within a single large read. The approach keeps small packets small in memory and reduces copying overhead, yielding a roughly 5% speed-up in many network configurations.

  3. 1

    Tailscale publishes performance optimization details

    Tailscale detailed how it is boosting throughput for app connectors, subnet routers, and exit nodes through multi-queue technology arriving in the second half of 2026, and previewed improvements to throughput and memory overhead rolling out in upcoming stable client releases.

    “Today we'll detail how we're boosting throughput for app connectors, subnet routers, and exit nodes, with some multi-queue technology (landing in the second half of 2026).”
    — Tailscale
    • We think Tailscale is fast. Unfortunately, we’re also the kind of people who look at “fast” and ask, “but could it be faster?” Yes. Yes it could. Here’s what we’ve been changing under the hood 👉 https:// tailscale.com/blog/making-tail scale-faster/?utm_source=Mastodon&utm_medium=owned-social&utm_campaign=blog

      tailscale@hachyderm.ioMastodon1d agoview on Mastodon ↗

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