M4 Max 128GB vs M5 Max 36GB for local LLMs
52 reports on the M4 Max 128GB and 12 on the M5 Max 36GB
Which is faster for local LLMs?
On Qwen3.5 9B at 4-bit, the M4 Max 128GB has 68.0 generation tokens/s (one run); prompt processing 832.1 tokens/s (one run); the M5 Max 36GB has 80.1 generation tokens/s (one run). Those are community reports whose engines and settings differ, so the gap is a rough sign, not a controlled measure of the two cards. Memory bandwidth, which caps how fast a card can write, is 19% higher on the M4 Max 128GB (546 GB/s on the M4 Max 128GB, 461 on the M5 Max 36GB). Across 2 shared models with generation measurements on both cards, the M4 Max 128GB's median is higher on 0 and the M5 Max 36GB's on 2.
- Memory
- 128GB unified
- Memory bandwidth
- 546 GB/s
- FP16 compute
- 18.4 TFLOPS
- Reports
- 52
- Memory
- 36GB unified
- Memory bandwidth
- 461 GB/s
- FP16 compute
- not on record
- Reports
- 12
Measured on both
Generation and prompt processing speeds from plain runs (one device, one request, no speculative decoding, the whole model in the device's memory) of the same model size at the same bit class. Each side shows the engines and reported context behind its median. Context can mean a configured window or prompt depth, so these are community comparisons with differing settings. How to read these
| Model | M4 Max 128GB | M5 Max 36GB |
|---|---|---|
| Qwen3.5 9B4-bit | 68.0one runPP 832.1 (one run)llama.cppcontext not stated | 80.1one runengine not statedcontext not stated |
| Qwen3.8 27B4-bit | 21.8one runPP 236.6 (one run)llama.cppcontext not stated | 25.8one runengine not statedcontext not stated |
Estimated by the calculator
The quant the calculator recommends for each card and its estimated speed at a 32,768-token context with 32 GB of system RAM, from memory bandwidth and the model's shape. Where a model was also measured above, the measurement wins.
| Model | M4 Max 128GB | M5 Max 36GB |
|---|---|---|
| Qwen3.5 9B | 20.2 t/sFP16 | 20.3 t/sFP16 |
| Qwen3.8 27B | 6.7 t/sFP16 | 19.7 t/sQ5_K_M |
| Qwen3.8 125B · 6B active | 30.7 t/sQ5_K_S | doesn't fit at these settings |
| Qwen3.6 35B · 3B active | 21.2 t/sFP16 | 75.9 t/sQ4_K_M |
| DeepSeek V4 Flash 284B · 13B active | 48.3 t/sQ2_K | doesn't fit at these settings |
| Qwen3.6 27B | 6.7 t/sFP16 | 19.7 t/sQ5_K_M |
| Gemma 4 26B · 4B active | 18.2 t/sFP16 | 50.2 t/sQ5_K_M |
| DeepSeek V4.1 Flash 552B · 16B active | doesn't fit at these settings | doesn't fit at these settings |
Change the context, RAM or model in the calculator: M4 Max 128GB · M5 Max 36GB
Every report on each card, with its source: M4 Max 128GB · M5 Max 36GB