How do different operating systems and microarchitectures affect the end user…
- Source
- x.com
- Date
How do different operating systems and microarchitectures affect the end user experience with agentic AI? We looked through 2.91M actual Claude tool use responses to find out. By our data, it appears that Linux is typically faster than Windows by a factor of about 3x in execution of shell commands. (1/2)🧵

Context
SemiAnalysis observed substantially different waiting times for shell commands issued by Anthropic's Claude Code across operating systems. Its published chart covers 662,654 Bash calls and gives median return times of 1.27 seconds on Linux and 4.00 seconds on Windows. The measurement includes command execution and client overhead, making it relevant to the pauses an experiences between actions. It is an observational comparison of calls, however, and does not establish that changing operating systems alone would triple the speed of a complete coding task.
- AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
articleHow will AI change operating systems? Part 2: WindowsGergely Orosz
articleHow Anthropic had Claude make claude.ai 3x faster in two weeksClaudeDevs
articleIs Bash All You Need? An Empirical Study of Tool Interfaces for Enterprise Digital Worker AgentsHazel Mak, Susheel Suresh, Sahil Bhatnagar, Barry Wang, Chhaya Methani, Alejandro Gutierrez Munoz
Checking sign-in…
Loading comments…



