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

text-embedding-nomic-embed-text-v1.5

LM-STUDIO GGUF

nomic-bert · Q4_K_M

Marginal

Mar 3, 2026 · Apple M4

Global Score

75 vs 59

Hardware Fit

99 vs 94

Quality Score

64 vs 44

Hardware

Qwen3.8-27B-Ridge-… text-embedding-nom…

MachineMicro-Star International Co., Ltd. MS-7E51MacBook Air

CPUAMD Ryzen 7 9700X 8-Core ProcessorApple M4

Cores1610

RAM31 GB32 GB

GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsApple M4

OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.3

Archx64arm64

Power Modebalancedbalanced

Performance

Qwen3.8-27B-Ridge-… text-embedding-nom…

Tokens/sec60.345.3

First chunk154 ms2440 ms

TTFT154 ms2.4 s

Load time0.0 sN/A

Memory usage11.0 GB0.0 GB

Memory %35%0%

HW Fit Score Breakdown

Qwen3.8-27B-Ridge-3.7bp…

Speed

50/50

TTFT

20/20

Memory

29/30

text-embedding-nomic-em…

Speed

40/50

TTFT

25/20

Memory

29/30

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

text-embedding-nomic-em…

Reasoning

10/20

Coding

3/20

Instruction

11/20

Structured

12/15

Math

3/15

Multilingual

5/10

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

View Qwen3.8-27B-Ridge-… details | View text-embedding-nom… 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