Qwen 3 30B A3B needs ~30.9 GB VRAM. RTX PRO 6000 Blackwell Workstation Edition 96GB has 96.0 GB. With Q4_K_M quantization, expect ~228 tok/s.
Operating mode
Interactive favors responsiveness, while light API and scale-out lean harder on serving readiness. The fit stays the same, but the recommendation lens changes.
Current mode
Balanced
Balanced for general local use. Keeps the ranking neutral across personal and serving workflows.
Select quantization to explore
Fit status
Runs well
Decode
227.6 tok/s
TTFT
851 ms
Safe context
131K
Memory
30.9 GB / 96.0 GB
This setup is broadly balanced for this model.
No major red flags
This recommendation has enough memory headroom and acceptable estimated speed for the selected workload.
| Workload | Grade | Fit | Decode | TTFT | Context |
|---|---|---|---|---|---|
| Chat | S | Runs well | 227.6 tok/s | 464 ms | 131K |
| Coding | S | Runs well | 227.6 tok/s | 851 ms | 131K |
| Agentic Coding | S | Runs well | 227.6 tok/s | 1237 ms | 131K |
| Reasoning | S | Runs well | 227.6 tok/s | 1005 ms | 131K |
| RAG | S | Runs well | 227.6 tok/s | 1546 ms | 131K |
How Qwen 3 30B A3B (30.5B params) fits at each quantization level on RTX PRO 6000 Blackwell Workstation Edition 96GB (96.0 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 11.9 GB | Low | A80 |
Q3_K_S | 3 | 14.9 GB | Low | A81 |
NVFP4 | 4 | 17.1 GB | Medium | A81 |
Q4_K_M | 4 | 18.6 GB | Medium | A81 |
Q5_K_M | 5 | 22.0 GB | High | A81 |
Q6_K | 6 | 25.0 GB | High | A82 |
Q8_0 | 8 | 32.6 GB | Very High | A83 |
F16Best for your GPU | 16 | 62.5 GB | Maximum | S88 |
Copy-paste commands to run Qwen 3 30B A3B on your machine.
Run
ollama run qwen3:30b-a3bYour hardware
| Model | Params | Grade | Decode | Capabilities |
|---|---|---|---|---|
 Devstral 2 123B Instruct | 123B | S | 21.8 tok/s | |
 Qwen 3.5 122B A10B | 122B | S | 60.5 tok/s | |
| Qwen 3.6 35B A3B | 35B | S | 191.3 tok/s | |
| Qwen 3.5 35B A3B | 35B | S | 208 tok/s | |
| Qwen 3 32B | 32B | S | 83.9 tok/s |
Yes, RTX PRO 6000 Blackwell Workstation Edition 96GB can run Qwen 3 30B A3B with a S grade (Runs well). Expected decode speed: 227.6 tok/s.
Qwen 3 30B A3B (30.5B parameters) requires approximately 30.9 GB of memory with Q4_K_M quantization.
The recommended quantization for Qwen 3 30B A3B is Q4_K_M, which balances quality and memory efficiency.
On RTX PRO 6000 Blackwell Workstation Edition 96GB, Qwen 3 30B A3B achieves approximately 227.6 tokens per second decode speed with a time-to-first-token of 851ms using Q4_K_M quantization.
For coding workloads, Qwen 3 30B A3B on RTX PRO 6000 Blackwell Workstation Edition 96GB receives a S grade with 227.6 tok/s and 131K context.
On RTX PRO 6000 Blackwell Workstation Edition 96GB, Qwen 3 30B A3B can safely use up to 131K tokens of context. The model's official context limit is 131K, but available memory constrains the safe maximum.
Paste this snippet into any page to show a live fit card.
<iframe src="https://willitrunai.com/embed/qwen-3-30b-a3b-on-rtx-pro-6000-blackwell-96gb" width="400" height="180" frameborder="0" style="border:none;border-radius:12px;overflow:hidden;" title="Will It Run AI — fit result"></iframe>
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