hf.co/bartowski/ai9stars_G9v3-3B-GGUF:BF16

OLLAMA GGUF

llama · 2.99B · BF16

Good

Aug 22, 2026 · Apple M1 Pro

Qwen3.8-27B-UD-IQ4_XS_unsloth:latest

OLLAMA GGUF

qwen35 · 27.3B · IQ4_XS

Excellent

Aug 27, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score

65 vs 80

Hardware Fit

94 vs 60

Quality Score

52 vs 89

Hardware

hf.co/bartowski/ai… Qwen3.8-27B-UD-IQ4…

MachineMacBook ProMicro-Star International Co., Ltd. MS-7E51

CPUApple M1 ProAMD Ryzen 7 9700X 8-Core Processor

Cores1016

RAM16 GB31 GB

GPUApple M1 ProNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics

OSmacOS 26.6.2Microsoft Windows 11 Pro 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

hf.co/bartowski/ai… Qwen3.8-27B-UD-IQ4…

Tokens/sec29.610.8

First chunk264 ms891 ms

TTFT264 ms891 ms

Load time3.8 s0.0 s

Memory usage8.4 GB17.6 GB

Memory %53%57%

HW Fit Score Breakdown

hf.co/bartowski/ai9star…

Speed

50/50

TTFT

20/20

Memory

24/30

Qwen3.8-27B-UD-IQ4_XS_u…

Speed

18/50

TTFT

20/20

Memory

22/30

Quality

hf.co/bartowski/ai9star…

Reasoning

17/20

Coding

14/20

Instruction

6/20

Structured

0/15

Math

14/15

Multilingual

1/10

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

Qwen3.8-27B-UD-IQ4_XS_u…

Reasoning

17/20

Coding

18/20

Instruction

18/20

Structured

15/15

Math

11/15

Multilingual

10/10

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

View hf.co/bartowski/ai… details | View Qwen3.8-27B-UD-IQ4… 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