hf.co/unsloth/Qwen3.8-27B-GGUF:UD-IQ2_XXS

OLLAMA GGUF

qwen35 · 27.3B · unknown

Not Rec.

Aug 22, 2026 · Apple M1 Pro

lmstudio-community/meta-llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q4_K_M

Good

Mar 5, 2026 · Apple M4 Pro

Global Score

31 vs 78

Hardware Fit

37 vs 100

Quality Score

28 vs 69

Hardware

hf.co/unsloth/Qwen… lmstudio-community…

MachineMacBook ProMac mini

CPUApple M1 ProApple M4 Pro

Cores1014

RAM16 GB64 GB

GPUApple M1 ProApple M4 Pro

OSmacOS 26.6.2macOS 15.7.4

Archarm64arm64

Power Modebalancedbalanced

Performance

hf.co/unsloth/Qwen… lmstudio-community…

Tokens/sec5.446.0

First chunk5076 ms245 ms

TTFT5.1 s245 ms

Load time0.3 sN/A

Memory usage11.6 GB4.6 GB

Memory %72%7%

HW Fit Score Breakdown

hf.co/unsloth/Qwen3.8-2…

Speed

13/50

TTFT

10/20

Memory

14/30

lmstudio-community/meta…

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

hf.co/unsloth/Qwen3.8-2…

Reasoning

9/20

Coding

2/20

Instruction

1/20

Structured

1/15

Math

9/15

Multilingual

6/10

Reasoning: Weak Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Adequate Multilingual: Adequate

lmstudio-community/meta…

Reasoning

11/20

Coding

15/20

Instruction

14/20

Structured

15/15

Math

4/15

Multilingual

10/10

Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

View hf.co/unsloth/Qwen… details | View lmstudio-community… details

Run yours and compare

$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest