CodingGenesis archive2026-09
Two Radeon RX 9070 XT cards as a 32GB budget rigA compact configuration note: two RX 9070 XT cards give 32GB total VRAM and 50-60 tok/s at a 200K context on Qwen 3.8 27B in MXFP4.
Capacity range
Exact reported VRAM
Practice
Model
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Reported speed
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Tools / workflow (harness)
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EXPLORE BY CAPACITY
Start with your machine.
Capacity is the reported total for this setup. Multi-GPU and unified-memory layouts can behave differently.
8 GB or lessLaptops, iGPUs and modest cards9–12 GBEntry-level local inference13–16 GBCurrent mid-range cards17–20 GBRX 7900 XT and compact pro cards21–24 GB3090, 4090 and 7900 XTX class25–32 GB5090 and workstation cards33–48 GBWorkstation and multi-GPU setups49–96 GBLarge multi-GPU and datacenter setups97 GB+Unified memory, servers and clusters
2 resultsEvery record keeps its origin visible.
Business automationGenesis archive2026-09
Basic chat and organization on a Radeon 9070 XTA Radeon 9070 XT handles basic chatbot, record-keeping, and organizational tasks, with a more capable local automation rig planned later.