Mixtral 8x7B needs ~41.4 GB VRAM. RTX PRO 6000 Blackwell Workstation Edition 96GB has 96.0 GB. With Q4_K_M quantization, expect ~108 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
108.3 tok/s
TTFT
1788 ms
Safe context
33K
Memory
41.4 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 | B | Runs well | 108.3 tok/s | 975 ms | 33K |
| Coding | B | Runs well | 108.3 tok/s | 1788 ms | 33K |
| Agentic Coding | B | Runs well | 108.3 tok/s | 2601 ms | 33K |
| Reasoning | B | Runs well | 108.3 tok/s | 2113 ms | 33K |
| RAG | B | Runs well | 108.3 tok/s | 3251 ms | 33K |
How Mixtral 8x7B (47B 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 | 18.3 GB | Low | B56 |
Q3_K_S | 3 | 23.0 GB | Low | B57 |
NVFP4 | 4 | 26.3 GB | Medium | B57 |
Q4_K_M | 4 | 28.7 GB | Medium | B58 |
Q5_K_M | 5 | 33.8 GB | High | B59 |
Q6_K | 6 | 38.5 GB | High | B60 |
Q8_0Best for your GPU | 8 | 50.3 GB | Very High | B62 |
F16 | 16 | 96.4 GB | Maximum | F0 |
Copy-paste commands to run Mixtral 8x7B on your machine.
Run
ollama run mixtralYes, RTX PRO 6000 Blackwell Workstation Edition 96GB can run Mixtral 8x7B with a B grade (Runs well). Expected decode speed: 108.3 tok/s.
Mixtral 8x7B (47B parameters) requires approximately 41.4 GB of memory with Q4_K_M quantization.
The recommended quantization for Mixtral 8x7B is Q4_K_M, which balances quality and memory efficiency.
On RTX PRO 6000 Blackwell Workstation Edition 96GB, Mixtral 8x7B achieves approximately 108.3 tokens per second decode speed with a time-to-first-token of 1788ms using Q4_K_M quantization.
For coding workloads, Mixtral 8x7B on RTX PRO 6000 Blackwell Workstation Edition 96GB receives a B grade with 108.3 tok/s and 33K context.
On RTX PRO 6000 Blackwell Workstation Edition 96GB, Mixtral 8x7B can safely use up to 33K tokens of context. The model's official context limit is 33K, but available memory constrains the safe maximum.
Paste this snippet into any page to show a live fit card.
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