C44.9 tok/s decode
~$249 MSRP
Can it run?
Runs with offload
Using Q4_K_M in Ollama
Fit status
Runs with offload
Decode
37.3 tok/s
TTFT
5196 ms
Safe context
16K
Memory
8.1 GB / 8.0 GB
| Workload | Grade | Fit | Decode | TTFT | Context |
|---|---|---|---|---|---|
| Agentic Coding | C | Very compromised (needs ~0.7 GB host RAM) | 34.4 tok/s | 8180 ms | 27K |
| Chat | C | Runs with offload | 39.3 tok/s | 2684 ms | 8K |
| Coding | C | Runs with offload | 37.3 tok/s | 5196 ms | 16K |
| RAG | C | Very compromised (needs ~0.7 GB host RAM) | 34.4 tok/s | 10225 ms | 27K |
| Reasoning | C | Runs with offload (needs ~0.1 GB host RAM) | 38.8 tok/s | 5895 ms |
How DeepSeek R1 0528 Qwen3 8B (8B params) fits at each quantization level on RTX 4060 Laptop 8GB (8.0 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 3.1 GB | Low | D38 |
Q3_K_S | 3 | 3.9 GB | Low | D40 |
NVFP4 | 4 |
Upgrade options
~$249 MSRP
~$329 MSRP
~$799 MSRP
~$1,199 MSRP
| 16K |
4.5 GB |
| Medium |
| C41 |
Q4_K_MBest for your GPU | 4 | 4.9 GB | Medium | C43 |
Q5_K_M | 5 | 5.8 GB | High | C44 |
Q6_K | 6 | 6.6 GB | High | C44 |
Q8_0 | 8 | 8.6 GB | Very High | F0 |
F16 | 16 | 16.4 GB | Maximum | F0 |