Can I Run Cogito v1 on Apple M5?

Name: LLM Configurator — GPU VRAM Checker
Author: LLM Configurator

Autor: Jakub Rusinowski · Ostatnia aktualizacja: 12 lipca 2026

Yes, comfortably — you'll have ~12.7 GB of headroom running Cogito v1 32B at Q4_K_M (19.32 GB, ~4 tok/s (est.)) with room for up to 32K context.

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Apple MacBook Air M5

32 GB VRAM · 23 W board power

Ceny w 2026 są niestabilne — sprawdź aktualną ofertę.

Sprawdź cenę na Amazon

Apple M5 Specs

VRAM	32 GB unified memory
Memory Bandwidth	153 GB/s

Cogito v1 32B on the Apple M5: VRAM by quantization

Quant	VRAM needed	Fits 32 GB?	Max context
F16	65.9 GB	✗ No	—
Q8_0	35.9 GB	✗ No	—
Q6_K	28.1 GB	✓ Yes	16K
Q5_K_M	24.6 GB	✓ Yes	16K
Q4_K_M	21.2 GB	✓ Yes	32K
Q3_K_M	15.5 GB	✓ Yes	64K
Q2_K	12.4 GB	✓ Yes	64K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 32 GB of unified memory. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

Cogito v1 Sizes That Fit the Apple M5

Cogito v1 32B	Q4_K_M · 19.32 GB · ~4 tok/s (est.)
Cogito v1 14B	Q4_K_M · 8.4525 GB · ~9 tok/s (est.)
Cogito v1 8B	Q4_K_M · 4.83 GB · ~15 tok/s (est.)
Cogito v1 3B	Q4_K_M · 1.81125 GB · ~33 tok/s (est.)

Buy vs. rent Cogito v1

Buy the GPU

~$1,599

Apple M5 · MSRP

Rent by the hour

from $0.34/hr

RTX 4090 (24 GB) class

At 2 hrs/day, buying (~$1,599) beats renting at $0.34/hr after about 6.5 years.

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RunPod $0.34/hr

Rent on RunPod →

Vast.ai $0.35/hr · typical low · varies

Rent on Vast.ai →

Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.

FAQ

Cogito v1 on the Apple M5 — does it fit?

Yes, comfortably — you'll have ~12.7 GB of headroom running Cogito v1 32B at Q4_K_M (19.32 GB, ~4 tok/s (est.)) with room for up to 32K context.

Which Cogito v1 variant fits best on the Apple M5?

Cogito v1 32B at Q4_K_M quantization (19.32 GB), estimated ~4 tokens/sec, up to 32K context.

Every Cogito v1 size on the Apple M5

Size	VRAM	Verdict	Speed
Cogito v1 70B	42.3 GB	Runs at Q2_K	—
Cogito v1 32B	19.3 GB	Runs	~4 tok/s
Cogito v1 14B	8.5 GB	Runs	~9 tok/s
Cogito v1 8B	4.8 GB	Runs	~15 tok/s
Cogito v1 3B	1.8 GB	Runs	~33 tok/s

Cogito v1 on Other GPUs

Popular Models on the Apple M5

VRAM Tier

Best LLMs for 32 GB VRAM

Troubleshooting

Which GGUF quant should I download? (Q4 vs Q5 vs Q8)

Buying Guide

Best GPU Buyer Guide 2026

← Can I Run It? | Cogito v1 Model Page | Apple M5 GPU Page | Check Your Hardware