Command R 35B needs ~34.3 GB VRAM. RTX PRO 6000 Blackwell Server Edition 96GB has 96.0 GB. With Q4_K_M quantization, expect ~68 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
68.3 tok/s
TTFT
2833 ms
Safe context
131K
Memory
34.3 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 | A | Runs well | 68.3 tok/s | 1545 ms | 131K |
| Coding | A | Runs well | 68.3 tok/s | 2833 ms | 131K |
| Agentic Coding | A | Runs well | 68.3 tok/s | 4121 ms | 131K |
| Reasoning | A | Runs well | 68.3 tok/s | 3348 ms | 131K |
| RAG | A | Runs well | 68.3 tok/s | 5151 ms | 131K |
How Command R 35B (35B params) fits at each quantization level on RTX PRO 6000 Blackwell Server Edition 96GB (96.0 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 13.7 GB | Low | B66 |
Q3_K_S | 3 | 17.2 GB | Low | B67 |
NVFP4 | 4 | 19.6 GB | Medium | B67 |
Q4_K_M | 4 | 21.3 GB | Medium | B67 |
Q5_K_M | 5 | 25.2 GB | High | B68 |
Q6_K | 6 | 28.7 GB | High | B68 |
Q8_0 | 8 | 37.5 GB | Very High | A70 |
F16Best for your GPU | 16 | 71.8 GB | Maximum | A74 |
Copy-paste commands to run Command R 35B on your machine.
Run
ollama run command-rYour hardware
| Model | Params | Grade | Decode | Capabilities |
|---|---|---|---|---|
 Devstral 2 123B Instruct | 123B | S | 19.4 tok/s | |
 Qwen 3.5 122B A10B | 122B | S | 53.9 tok/s | |
| Mistral Small 4 119B | 119B | S | 58.5 tok/s | |
 GPT-OSS 120B | 117B | S | 20.4 tok/s | |
 Command A 111B | 111B | S | 21.6 tok/s |
Yes, RTX PRO 6000 Blackwell Server Edition 96GB can run Command R 35B with a A grade (Runs well). Expected decode speed: 68.3 tok/s.
Command R 35B (35B parameters) requires approximately 34.3 GB of memory with Q4_K_M quantization.
The recommended quantization for Command R 35B is Q4_K_M, which balances quality and memory efficiency.
On RTX PRO 6000 Blackwell Server Edition 96GB, Command R 35B achieves approximately 68.3 tokens per second decode speed with a time-to-first-token of 2833ms using Q4_K_M quantization.
For coding workloads, Command R 35B on RTX PRO 6000 Blackwell Server Edition 96GB receives a A grade with 68.3 tok/s and 131K context.
On RTX PRO 6000 Blackwell Server Edition 96GB, Command R 35B 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/command-r-35b-on-rtx-pro-6000-blackwell-server-96gb" width="400" height="180" frameborder="0" style="border:none;border-radius:12px;overflow:hidden;" title="Will It Run AI — fit result"></iframe>
Preview: