$10-12K build for local agentic coding: 1x 5090 vs 4x 3090 vs Mac Studio M5 Ultra

Shadmelor · reddit · 2026-10-26

A developer is planning a $10K (up to $12K) machine for local agentic coding with Qwen3-27B and asks for sanity checks from people who run coding agents locally.

Use case: agentic coding, sometimes 2–4 parallel subagents, reverse-engineering; optional Hunyuan3D-2.1 texturing (CUDA, 21GB VRAM).

Options under consideration:

Open questions: does a single 5090 feel better day-to-day than 4x 3090 for long-context agentic work? Is the 3090's long-context prefill really as bad as reported? Is the hybrid worth the headache? Any better options like waiting for the 50 Super or a modded 48GB 4090?

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