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MacBook Pro M4 Pro 48 GB: Flint 40B-A2.5B 4-bit at 127.9 tok/s (Kapitsa), 126.6 (rec), 79.6 (llama.cpp)

GPU(s)Apple M4 Pro (20-core GPU, unified)
VRAM / unified memory (GB)48
CPUApple M4 Pro
Motherboard
RAM48 GB unified
PSU
OtherMacBook Pro 16 (2024, Mac16,7), macOS 27.0.1, AC power, High Power mode; 32K context, 1 slot, T=1.0
Reported total cost
Power

Measured speed (generation tokens/sec)

📏 How measured: reported by the original source; RigBase re-checked the numbers at that source

ModelQuantEnginetok/sDetails
Flint 40B-A2.5Bint4 MLX (RecursiveSI/flint-int4)Kapitsa (PR #286)127.9
Flint 40B-A2.5Bint4 MLX (same files)rec 0.1.0 (Recursive)126.56
Flint 40B-A2.5BQ4_1 GGUF (RecursiveSI/flint-int4-gguf)llama.cpp b11804, all layers on GPU, -fa on79.57

Kapitsa bench results, 22 Oct 2026. Decode median of 5 runs of 512 tokens. Peak memory: Kapitsa 23.3 GB, llama.cpp 26.9, rec 27.9. At 128K context decode falls to 45.7 (Kapitsa), 35.2 (rec), 23.8 (llama.cpp). Some runs flagged for browser GPU contention (2-12%).

Source: https://github.com/nace-ai/kapitsa/blob/main/bench/results/2026-10-22-flint-m4pro/README.md

Blank fields = not stated in the source. We never estimate build data; GPU street prices above are separately sourced and dated.

Rent before you buy: try this model on a cloud GPU for a few dollars first: Runpod (referral link; sign up with Google to get the new-user bonus)

Quick answers: Can Apple M4 Pro run Flint 40B-A2.5B?