M2 Max 64GB vs NVIDIA RTX 4090 for local LLMs
20 reports on the M2 Max 64GB and 54 on the NVIDIA RTX 4090
Which is faster for local LLMs?
On Gemma 4 26B · 4B active at 4-bit, the M2 Max 64GB has 61.6 generation tokens/s (one run); prompt processing 465.2 tokens/s (one run); the NVIDIA RTX 4090 has 149.6 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 2.5x higher on the NVIDIA RTX 4090 (410 GB/s on the M2 Max 64GB, 1,008 on the NVIDIA RTX 4090).
- Memory
- 64GB unified
- Memory bandwidth
- 410 GB/s
- FP16 compute
- 13.6 TFLOPS
- Reports
- 20
- Memory
- 24GB
- Memory bandwidth
- 1,008 GB/s
- FP16 compute
- 330 TFLOPS
- Reports
- 54
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 | M2 Max 64GB | NVIDIA RTX 4090 |
|---|---|---|
| Gemma 4 26B · 4B active4-bit | 61.6one runPP 465.2 (one run)MLXcontext not stated | 149.6one runOllamacontext 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 | M2 Max 64GB | NVIDIA RTX 4090 |
|---|---|---|
| Gemma 4 26B · 4B active | 28.2 t/sQ8_0 | 82.3 t/sQ5_K_S |
| Qwen3.8 27B | 10.4 t/sQ8_0 | 36.5 t/sQ4_K_M |
| Qwen3.8 125B · 6B active | 47.5 t/sQ2_K | 19.6 t/sQ2_K, experts in RAM |
| Qwen3.6 35B · 3B active | 32.9 t/sQ8_0 | 129.3 t/sQ4_K_S |
| DeepSeek V4 Flash 284B · 13B active | doesn't fit at these settings | doesn't fit at these settings |
| Qwen3.6 27B | 10.4 t/sQ8_0 | 36.5 t/sQ4_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: M2 Max 64GB · NVIDIA RTX 4090
Every report on each card, with its source: M2 Max 64GB · NVIDIA RTX 4090