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

OLLAMA GGUF

llama · 2.99B · BF16

Good

Aug 23, 2026 · Apple M1 Pro

Qwen3.8-27B-Ridge-3.7bpw_empero.ai:latest

OLLAMA GGUF

qwen35 · 27.3B · IQ2_M

Good

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

Global Score

64 vs 75

Hardware Fit

92 vs 99

Quality Score

52 vs 64

Hardware

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

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-Ridge-…

Tokens/sec29.960.3

First chunk100 ms154 ms

TTFT100 ms154 ms

Load time3.4 s0.0 s

Memory usage8.9 GB11.0 GB

Memory %56%35%

HW Fit Score Breakdown

hf.co/bartowski/ai9star…

Speed

50/50

TTFT

20/20

Memory

22/30

Qwen3.8-27B-Ridge-3.7bp…

Speed

50/50

TTFT

20/20

Memory

29/30

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-Ridge-3.7bp…

Reasoning

20/20

Coding

17/20

Instruction

6/20

Structured

1/15

Math

14/15

Multilingual

6/10

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

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