NVIDIA · 16 GB GDDR7 · 896 GB/s bandwidth ·
Alibaba · 30.5B (active 3B) · MoE · model ctx up to 128K
No — Qwen3-30B-A3B at Q4 needs ≈ 18.08 GB even at 4K context, beyond the RTX 5070 Ti 16GB's 16 GB GDDR7. It would only run with heavy CPU/disk offload. Decode at Q4/8K: ≈ 411.5 tok/s (estimated, batch 1). FP16 needs ≈ 62.6 GB — does not fit on this card. Estimates come from memory-bandwidth math; rows tagged measured override estimates. Relative ranking is more reliable than absolute tok/s. Methodology.
Fit & speed by quant and context
Quant
Context
VRAM needed
Fits?
tok/s (decode)
Q4
4K
18.08 GB
No
425.3est.
Q4
8K default
18.38 GB
No
411.5est.
Q4
32K
20.18 GB
No
341.4est.
FP16
4K
62.3 GB
No
9.8est.
FP16
8K default
62.6 GB
No
9.8est.
FP16
32K
64.4 GB
No
—
Fits = weights + KV(ctx) + 1 GB overhead ≤ 95% of VRAM. Measured
anchors are context-agnostic; the fit verdict is recomputed per context. A missing tok/s
means the model is far beyond this card (offload-only territory).