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

google/gemma-4-12b-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Excellent

Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score

75 vs 92

Hardware Fit

99 vs 100

Quality Score

64 vs 89

Hardware

Qwen3.8-27B-Ridge-… google/gemma-4-12b…

MachineMicro-Star International Co., Ltd. MS-7E51Micro-Star International Co., Ltd. MS-7E51

CPUAMD Ryzen 7 9700X 8-Core ProcessorAMD Ryzen 7 9700X 8-Core Processor

Cores1616

RAM31 GB31 GB

GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics

OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro 10.0.26200

Archx64x64

Power Modebalancedbalanced

Performance

Qwen3.8-27B-Ridge-… google/gemma-4-12b…

Tokens/sec60.390.7

First chunk154 ms26 ms

TTFT154 ms127 ms

Load time0.0 sN/A

Memory usage11.0 GB6.7 GB

Memory %35%21%

HW Fit Score Breakdown

Qwen3.8-27B-Ridge-3.7bp…

Speed

50/50

TTFT

20/20

Memory

29/30

google/gemma-4-12b-qat

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

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

google/gemma-4-12b-qat

Reasoning

17/20

Coding

19/20

Instruction

18/20

Structured

15/15

Math

11/15

Multilingual

9/10

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

View Qwen3.8-27B-Ridge-… details | View google/gemma-4-12b… 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