Apple Mac Studio (M2 Ultra) vs Apple Mac Studio (M4 Max) for Local AI
A computed, spec-by-spec comparison of the Apple Mac Studio (M2 Ultra) and the Apple Mac Studio (M4 Max) for running private local AI. Every value below is derived from catalog specs and our scoring/compatibility engines — figures shown as “to verify” are not yet confirmed.
| Apple Mac Studio (M2 Ultra) | Apple Mac Studio (M4 Max) | |
|---|---|---|
| Local AI Score | 76 /100 | 67 /100 |
| Memory | 192 GB | 128 GB |
| Memory bandwidth | 800 GB/s | 410 GB/s |
| Approx FP16 | to verify | to verify |
| Category | Apple Silicon | Apple Silicon |
| Largest model it runs | Gemma 2 27B (FP16) | Gemma 2 27B (FP16) |
| Recommended AI Business OS tier | Business | Business |
| Best deployment | Local / on-prem | Local / on-prem |
Highlighted cells indicate the stronger value in that row (higher is better). Scores and model fit are transparent heuristics for relative guidance, not benchmarks.
Bottom line
The Apple Mac Studio (M2 Ultra) leads on our computed Local AI Score (76/100 vs the Apple Mac Studio (M4 Max)'s 67/100), making it the stronger pick for demanding local AI. The Apple Mac Studio (M2 Ultra) carries more memory (192GB vs 128GB), so it can hold larger models or more concurrent agents. Its largest comfortably-runnable model is Gemma 2 27B (FP16). The Apple Mac Studio (M4 Max) remains the leaner, lower-overhead option where its score is enough.
Overall lead by Local AI Score: Apple Mac Studio (M2 Ultra).
Pick the Apple Mac Studio (M2 Ultra) if you want the higher Local AI Score (76/100), you need to run models up to Gemma 2 27B (FP16), you want an always-on, on-prem deployment — it suits the Business AI Business OS tier.
Pick the Apple Mac Studio (M4 Max) if a leaner, lower-cost setup is enough (67/100), you need to run models up to Gemma 2 27B (FP16), you want an always-on, on-prem deployment — it suits the Business AI Business OS tier.
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