Home / Models / Qwen3-Coder 30B-A3B Instruct
Qwen3-Coder 30B-A3B Instruct
31B parameters · 3.3B active · native context 262,144 · qwen3_moe
Estimated VRAM requirement
Weight memory uses parameter count × bits per weight, plus a quantization overhead factor. KV cache uses standard GQA formulas. Values are calculated estimates, not measured allocations.
| Quantization | Estimated weights | 2K total | 4K total | 8K total | 16K total | 32K total | 64K total | 128K total | 256K total |
|---|---|---|---|---|---|---|---|---|---|
| FP16 | 57.9 GB | 63.5 GB | 63.7 GB | 64.1 GB | 64.8 GB | 66.3 GB | 69.3 GB | 75.3 GB | 87.3 GB |
| Q8 | 32.6 GB | 36.1 GB | 36.3 GB | 36.7 GB | 37.5 GB | 39.0 GB | 42.0 GB | 48.0 GB | 60.0 GB |
| Q6 | 25.4 GB | 28.4 GB | 28.5 GB | 28.9 GB | 29.7 GB | 31.2 GB | 34.2 GB | 40.2 GB | 52.2 GB |
| Q5 | 21.5 GB | 24.1 GB | 24.3 GB | 24.7 GB | 25.5 GB | 27.0 GB | 30.0 GB | 36.0 GB | 48.0 GB |
| Q4 | 17.9 GB | 20.3 GB | 20.5 GB | 20.8 GB | 21.6 GB | 23.1 GB | 26.1 GB | 32.1 GB | 44.1 GB |
| Q3 | 14.3 GB | 16.4 GB | 16.6 GB | 16.9 GB | 17.7 GB | 19.2 GB | 22.2 GB | 28.2 GB | 40.2 GB |
Find a GPU for this model
Run at the quantization and context selected below. Defaults are Q4 and 8K when you do not change the controls. Results are full-VRAM fits only — not a speed ranking.
- Run at
- Q4 · 8K context
- Required VRAM
- 20.8 GB
Current cheapest full-VRAM option at Q4 · 8K: NVIDIA Quadro P6000 24 GB $646.96. See all value options · Build a PC for this model · Compatible 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.
NVIDIA Quadro P6000 24 GB
- GPU VRAM
- 24 GB advertised
- Required VRAM
- 20.8 GB
- Usable GPU VRAM
- 21.6 GB
- VRAM headroom
- 0.8 GB — leftover usable memory after the calculated requirement, not a speed ranking
- Compatible
- Yes — fits entirely in VRAM
- Product SKUs
- 3 mapped · 2 Amazon-matched
- Amazon
- $646.96 current Amazon price
AMD Radeon RX 7900 XTX 24 GB
- GPU VRAM
- 24 GB advertised
- Required VRAM
- 20.8 GB
- Usable GPU VRAM
- 21.6 GB
- VRAM headroom
- 0.8 GB — leftover usable memory after the calculated requirement, not a speed ranking
- Compatible
- Yes — fits entirely in VRAM
- Product SKUs
- 2 mapped · 2 Amazon-matched
- Amazon
- $1059.99 current Amazon price
NVIDIA RTX 3090 24 GB
- GPU VRAM
- 24 GB advertised
- Required VRAM
- 20.8 GB
- Usable GPU VRAM
- 21.6 GB
- VRAM headroom
- 0.8 GB — leftover usable memory after the calculated requirement, not a speed ranking
- Compatible
- Yes — fits entirely in VRAM
- Product SKUs
- 18 mapped · 9 Amazon-matched
- Amazon
- $1347.22 current Amazon price
More VRAM headroom
Sorted by leftover usable VRAM after the calculated requirement. Headroom is not tokens/sec.
NVIDIA B200 192 GB
- GPU VRAM
- 192 GB advertised
- Required VRAM
- 20.8 GB
- Usable GPU VRAM
- 172.8 GB
- VRAM headroom
- 152.0 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
NVIDIA H200 141 GB
- GPU VRAM
- 141 GB advertised
- Required VRAM
- 20.8 GB
- Usable GPU VRAM
- 126.9 GB
- VRAM headroom
- 106.1 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
NVIDIA GH200 96 GB
- GPU VRAM
- 96 GB advertised
- Required VRAM
- 20.8 GB
- Usable GPU VRAM
- 86.4 GB
- VRAM headroom
- 65.6 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
Other compatible GPUs
NVIDIA RTX 4500 24 GB
- GPU VRAM
- 24 GB advertised
- Required VRAM
- 20.8 GB
- Usable GPU VRAM
- 21.6 GB
- VRAM headroom
- 0.8 GB — leftover usable memory after the calculated requirement, not a speed ranking
- Compatible
- Yes — fits entirely in VRAM
- Product SKUs
- 2 mapped · 0 Amazon-matched
- Amazon
- Check availability
NVIDIA RTX 5000 32 GB
- GPU VRAM
- 32 GB advertised
- Required VRAM
- 20.8 GB
- Usable GPU VRAM
- 28.8 GB
- VRAM headroom
- 8.0 GB — leftover usable memory after the calculated requirement, not a speed ranking
- Compatible
- Yes — fits entirely in VRAM
- Product SKUs
- 2 mapped · 1 Amazon-matched
- Amazon
- $4479.96 current Amazon price
NVIDIA Tesla K80 24 GB
- GPU VRAM
- 24 GB advertised
- Required VRAM
- 20.8 GB
- Usable GPU VRAM
- 21.6 GB
- VRAM headroom
- 0.8 GB — leftover usable memory after the calculated requirement, not a speed ranking
- Compatible
- Yes — fits entirely in VRAM
- Product SKUs
- 1 mapped · 0 Amazon-matched
- Amazon
- Check availability
Compatible GPUs
Status is a calculated memory fit against usable VRAM (advertised × 0.9). Open a GPU to see product SKUs and Amazon listings.
Compare GPUs for this model
Published chip comparisons where both GPUs fully fit this model at Q4 / 8K. Opens with this model preselected; that query is not indexed.
Sources
Model specifications: official repository Qwen/Qwen3-Coder-30B-A3B-Instruct · revision main. Compatibility: RigForAI calculator v1.0.0 (estimated VRAM). GPU products: Icecat. Amazon is a separate affiliate match and is not used as a spec source.