No — Qwen3.5-122B-A10B at Q4 needs ≈ 68.23 GB even at 4K context, beyond the MacBook Pro M1 Max 64GB's 64 GB LPDDR5. It would only run with heavy CPU/disk offload. Decode at Q4/8K: ≈ 63.7 tok/s (estimated, batch 1). FP16 needs ≈ 245.25 GB — does not fit on this card. Estimates come from memory-bandwidth math; rows tagged measured override estimates. Relative ranking is more reliable than absolute tok/s. Methodology.
Fits = weights + KV(ctx) + 1 GB overhead ≤ 95% of VRAM. Measured anchors are context-agnostic; the fit verdict is recomputed per context. A missing tok/s means the model is far beyond this card (offload-only territory).