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Can NVIDIA A100 40GB PCIe run Qwen Qwen3 Next 80B A3b Thinking FP8?

Qwen Qwen3 Next 80B A3b Thinking FP8 speed on NVIDIA A100 40GB PCIe and quantization-level VRAM fit.

Runs Q440GB VRAM availableRequires 40GB+

NVIDIA A100 40GB PCIe meets the minimum VRAM requirement for Q4 inference of Qwen Qwen3 Next 80B A3b Thinking FP8. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.

Buy options for NVIDIA A100 40GB PCIeBest GPU guidesCompare prebuilt systems
Short answer: NVIDIA A100 40GB PCIe can run Qwen Qwen3 Next 80B A3b Thinking FP8 at Q4 with an estimated 45 tok/s.
Estimated speed
45 tok/s
VRAM needed
40GB
VRAM headroom
+0GB

What this means for you

NVIDIA A100 40GB PCIe can run Qwen Qwen3 Next 80B A3b Thinking FP8 with Q4 quantization. At approximately 45 tokens/second, you can expect Moderate speed - useful for batch processing.

VRAM usage will be very close to your GPU's limit. Consider closing other applications or using Q3 quantization for more margin.

Quantization breakdown

QuantizationVRAM neededVRAM availableEstimated speedVerdict
Q440GB40GB45.45 tok/s⚠️ Tight fit
Q880GB40GB31.81 tok/s❌ Not recommended
FP16160GB40GB17.27 tok/s❌ Not recommended

Suitable alternatives

AMD Instinct MI300X
192GB
152.65 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Qwen Qwen3 Next 80B A3b Thinking FP8 on AMD Instinct MI300X
NVIDIA H200 SXM 141GB
141GB
137.85 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Qwen Qwen3 Next 80B A3b Thinking FP8 on NVIDIA H200 SXM 141GB
NVIDIA H100 SXM5 80GB
80GB
99.01 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Qwen Qwen3 Next 80B A3b Thinking FP8 on NVIDIA H100 SXM5 80GB
AMD Instinct MI250X
128GB
95.51 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Qwen Qwen3 Next 80B A3b Thinking FP8 on AMD Instinct MI250X
NVIDIA H100 PCIe 80GB
80GB
62.85 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Qwen Qwen3 Next 80B A3b Thinking FP8 on NVIDIA H100 PCIe 80GB

Compare purchase paths

Direct GPU buy options

Check current pricing links for NVIDIA A100 40GB PCIe and similar cards.

Open NVIDIA A100 40GB PCIe buy links →
Curated best GPU guides

Use workload-focused recommendations before committing to a purchase.

Browse best GPU guides →
Prebuilt AI systems

Compare complete systems if you want ready-to-run hardware.

Compare prebuilt systems →

Try before you buy

Rent cloud GPUs by the hour — no upfront hardware cost.

Vast.aiFrom $0.20/hr · Pay as you goRent GPU →RunPodFrom $0.30/hr · Secure cloudRent GPU →Lambda LabsFrom $0.50/hr · Enterprise-gradeRent GPU →

More questions

NVIDIA A100 40GB PCIe buy options & pricingFull guide for Qwen Qwen3 Next 80B A3b Thinking FP8Best GPU guides for this modelCompare prebuilt local AI systemsBrowse all model + GPU compatibility checksQwen Qwen3 Next 80B A3b Thinking FP8 Q4 requirementsQwen Qwen3 Next 80B A3b Thinking FP8 Q4_K_M requirementsCan AMD Instinct MI300X run Qwen Qwen3 Next 80B A3b Thinking FP8?Can NVIDIA H200 SXM 141GB run Qwen Qwen3 Next 80B A3b Thinking FP8?Can NVIDIA H100 SXM5 80GB run Qwen Qwen3 Next 80B A3b Thinking FP8?

Compatibility FAQ

Can NVIDIA A100 40GB PCIe run Qwen Qwen3 Next 80B A3b Thinking FP8?

NVIDIA A100 40GB PCIe can run Qwen Qwen3 Next 80B A3b Thinking FP8 at Q4 with an estimated 45 tok/s.

How much VRAM is needed for Qwen Qwen3 Next 80B A3b Thinking FP8 on NVIDIA A100 40GB PCIe?

Q4 inference is estimated to need about 40GB VRAM on this page, while NVIDIA A100 40GB PCIe has 40GB available.

What if NVIDIA A100 40GB PCIe is not enough for Qwen Qwen3 Next 80B A3b Thinking FP8?

If you need more speed or context headroom, compare alternative GPUs below and check higher-tier VRAM options.