Cheapest box to run Qwen3.6-27B at Q8_0
Alibaba’s Qwen3.6-27B is 27B parameters, dense. The number below is computed from that and each vendor’s published specs, not asserted. Switch the quant or the context and it recomputes in place.
Qwen3.6-27B at Q8_0 needs 30GB.
Cheapest Config that fits: Mac mini, M5 Pro, 48GB. Fits, 14GB headroom. Est. 7.0 tok/s.
Best offer today: $2,499 at Apple — in stock, checked 32 minutes ago.
Price history: 34 days recorded.
Same hybrid family: 16 of 64 layers are full attention; the rest cache nothing per token.
Offers — Mac mini, M5 Pro, 48GB, 512GB
- Applelist pricein stockchecked 32 minutes ago$2,499
- Mac mini, M6, 16GB$1,099Won't fit−17GB headroom
- Mac mini, M6, 24GB$1,299Won't fit−9GB headroom
- Mac mini, M6, 32GB$1,499Won't fit−1GB headroom
- Mac mini, M5 Pro, 24GB$1,699Won't fit−9GB headroom
- Mac mini, M5 Pro, 48GB$2,499Fits14GB headroomest. 7.0 tok/s
- Mac Studio, M5 Max, 36GB$2,499Tight3GB headroomest. 10.4 tok/s
- Mac mini, M5 Pro, 64GB$2,899Fits28GB headroomest. 7.0 tok/s
- GeForce RTX 5090, 32GB$2,999.99+hostTight0GB headroomest. 40.6 tok/s
- Fits28GB headroomest. 12.4 tok/s
- Mac Studio, M5 Max, 48GB$3,099Fits14GB headroomest. 13.9 tok/s
- Mac Studio, M5 Max, 64GB$3,499Fits28GB headroomest. 13.9 tok/s
- Fits90GB headroomest. 6.2 tok/s
- Fits58GB headroomest. 18.6 tok/s
- Fits90GB headroomest. 12.4 tok/s
- Fits90GB headroomest. 6.2 tok/s
- Fits90GB headroomest. 13.9 tok/s
- Fits58GB headroomest. 27.2 tok/s
- Fits218GB headroomest. 18.6 tok/s
- Fits218GB headroomest. 27.2 tok/s
- Fits474GB headroomest. 27.2 tok/s
| Config | Memory | Price | $/GB | Fit | Headroom | Est. speed |
|---|---|---|---|---|---|---|
| Mac mini, M6 | 16GB | $1,099 | $69 | Won't fit | −17GB | — |
| Mac mini, M6 | 24GB | $1,299 | $54 | Won't fit | −9GB | — |
| Mac mini, M6 | 32GB | $1,499 | $47 | Won't fit | −1GB | — |
| Mac mini, M5 Pro | 24GB | $1,699 | $71 | Won't fit | −9GB | — |
| Mac mini, M5 Pro | 48GB | $2,499 | $52 | Fits | 14GB | 7.0 tok/s |
| Mac Studio, M5 Max | 36GB | $2,499 | $69 | Tight | 3GB | 10.4 tok/s |
| Mac mini, M5 Pro | 64GB | $2,899 | $45 | Fits | 28GB | 7.0 tok/s |
| GeForce RTX 5090 | 32GB | $2,999.99+host | $94 | Tight | 0GB | 40.6 tok/s |
| Mac Studio, M4 Max, refurb | 64GB | $3,049 | $48 | Fits | 28GB | 12.4 tok/s |
| Mac Studio, M5 Max | 48GB | $3,099 | $65 | Fits | 14GB | 13.9 tok/s |
| Mac Studio, M5 Max | 64GB | $3,499 | $55 | Fits | 28GB | 13.9 tok/s |
| Ascent GX10, GB10 Grace Blackwell | 128GB | $3,999.99 | $31 | Fits | 90GB | 6.2 tok/s |
| Mac Studio, M3 Ultra, refurb | 96GB | $4,329 | $45 | Fits | 58GB | 18.6 tok/s |
| Mac Studio, M4 Max, refurb | 128GB | $4,409 | $34 | Fits | 90GB | 12.4 tok/s |
| DGX Spark, GB10 Grace Blackwell | 128GB | $4,699 | $37 | Fits | 90GB | 6.2 tok/s |
| Mac Studio, M5 Max | 128GB | $5,099 | $40 | Fits | 90GB | 13.9 tok/s |
| Mac Studio, M5 Ultra | 96GB | $5,499 | $57 | Fits | 58GB | 27.2 tok/s |
| Mac Studio, M3 Ultra, refurb | 256GB | $7,729 | $30 | Fits | 218GB | 18.6 tok/s |
| Mac Studio, M5 Ultra | 256GB | $9,499 | $37 | Fits | 218GB | 27.2 tok/s |
| Mac Studio, M5 Ultra | 512GB | — | — | Fits | 474GB | 27.2 tok/s |
GeForce RTX 5090 is a card, not a computer: every price shown for it is the cheapest listing we found plus $1,000 for the minimum host machine.
memory = 27B × 1.063 B/param (8.5 bits) + 0.067 GB/1K × 8K K/V + 1.2 GB runtime
speed = bandwidth × 0.65 ÷ (27B active × 1.063 B/param) = 28.7 GB read per token
usable = memory − operating system reserve (8% on a Mac, 6% on a DGX Spark, 4% on a card)
Bandwidth is the vendor’s published figure. Every speed is an estimate and says so. Methodology.
What else Mac mini M5 Pro 48GB runs
- Qwen3-Coder-NextQ3_K_M, est. 105 tok/s
- Llama-3.3-70BQ3_K_M, est. 5.8 tok/s
- Qwen3.5-35B-A3BQ8_0, est. 48.2 tok/s
- Qwen3-32BQ8_0, est. 5.9 tok/s
- Gemma-4-31BQ8_0, est. 6.1 tok/s
- Qwen3-30B-A3BQ8_0, est. 43.8 tok/s
Best quant that still fits at 8K context, largest model first. Full list on the Config page.
Bandwidth 307GB/s, usable memory 44GB of 48GB.