qwen3.8-27b-nvfp4-budget

LM-STUDIO GGUF

qwen35 · 27B

Excellent

Aug 20, 2026 · AMD Ryzen 7 9700X 8-Core Processor

vicuna:7b

OLLAMA GGUF

llama · 7B · Q4_0

Marginal

Mar 1, 2026 · Apple M4

Global Score

89 vs 59

Hardware Fit

96 vs 97

Quality Score

86 vs 43

Hardware

qwen3.8-27b-nvfp4-… vicuna:7b

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-nvfp4-… vicuna:7b

Tokens/sec48.523.4

First chunk39 msN/A

TTFT283 ms242 ms

Load timeN/A0.4 s

Memory usage13.7 GB5.8 GB

Memory %44%18%

HW Fit Score Breakdown

qwen3.8-27b-nvfp4-budget

Speed

50/50

TTFT

20/20

Memory

26/30

vicuna:7b

Speed

37/50

TTFT

30/20

Memory

30/30

Quality

qwen3.8-27b-nvfp4-budget

Reasoning

16/20

Coding

18/20

Instruction

16/20

Structured

15/15

Math

11/15

Multilingual

10/10

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

vicuna:7b

Reasoning

8/20

Coding

4/20

Instruction

10/20

Structured

12/15

Math

2/15

Multilingual

7/10

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

View qwen3.8-27b-nvfp4-… details | View vicuna:7b 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