Pick the Model. Pick the GPU.
The 2026 open-model landscape, the GPU choice that matches it, and the quantization that compresses cost 3 to 4x without breaking accuracy. Owner-direct, prescriptive, named everything.
- The 2026 model landscape, 3 hardware tiers, 5-provider GPU pricing, the 4 production quantization formats with real throughput numbers
- Real April 2026 street prices for RTX 5090, H100, H200, B200, RTX PRO 6000, Mac Studio M4 Max, plus the break-even math vs cloud rental
- The procurement brief to send the agency, the 10 red flags that disqualify a proposal, and 3 reference deployment recipes you can ship today
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