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Deterministic VRAM fit · not a benchmark

Find a GPU for your AI model

Choose a model, quantization and context size. The calculator returns GPUs that can hold the estimated memory entirely in VRAM, then maps those chips to real product SKUs and Amazon listings. This does not rank speed.

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Assumptions used

Model
Mixtral 8x22B Instruct
Quantization
Q4 (default for this form)
Context
8K (default for this form)
Required VRAM
91.8 GB

2 canonical GPUs fit entirely in VRAM under these assumptions.

Cheapest GPU for Mixtral 8x22B Instruct · Open value explorer · Build a PC · Workstations · Rent a server · Buy vs rent

Lowest-cost full-VRAM option

Sorted by lowest current Amazon price among GPUs that fit entirely in VRAM. This is not a performance ranking.

No compatible GPU currently has a fresh Amazon price.

More VRAM headroom

Sorted by leftover usable VRAM after the calculated requirement. Headroom is not tokens/sec.

NVIDIA

NVIDIA B200 192 GB

GPU VRAM
192 GB advertised
Required VRAM
91.8 GB
Usable GPU VRAM
172.8 GB
VRAM headroom
81.0 GB — leftover usable memory after the calculated requirement, not a speed ranking
Compatible
Yes — fits entirely in VRAM
Product SKUs
0 mapped · 0 Amazon-matched
Amazon
Check availability

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NVIDIA

NVIDIA H200 141 GB

GPU VRAM
141 GB advertised
Required VRAM
91.8 GB
Usable GPU VRAM
126.9 GB
VRAM headroom
35.1 GB — leftover usable memory after the calculated requirement, not a speed ranking
Compatible
Yes — fits entirely in VRAM
Product SKUs
0 mapped · 0 Amazon-matched
Amazon
Check availability

View GPU options

Compare two of these GPUs

Opens the comparison for the same model, quantization and context. Does not change the buying ranking above.