qwen3.8-27b-nvfp4-budget

LM-STUDIO GGUF

qwen35 · 27B

Excellent

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

maternion/ling-3.0-tiny:8b

OLLAMA GGUF

bailingmoe3 · 7.9B · Q4_K_M

Good

Aug 24, 2026 · Apple M1 Pro

Global Score

89 vs 68

Hardware Fit

96 vs 98

Quality Score

86 vs 55

Hardware

qwen3.8-27b-nvfp4-… maternion/ling-3.0…

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

CPUAMD Ryzen 7 9700X 8-Core ProcessorApple M1 Pro

Cores1610

RAM31 GB16 GB

GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsApple M1 Pro

OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.6.2

Archx64arm64

Power Modebalancedbalanced

Performance

qwen3.8-27b-nvfp4-… maternion/ling-3.0…

Tokens/sec48.573.6

First chunk39 ms190 ms

TTFT283 ms190 ms

Load timeN/A2.9 s

Memory usage13.7 GB5.9 GB

Memory %44%37%

HW Fit Score Breakdown

qwen3.8-27b-nvfp4-budget

Speed

50/50

TTFT

20/20

Memory

26/30

maternion/ling-3.0-tiny…

Speed

50/50

TTFT

20/20

Memory

28/30

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

maternion/ling-3.0-tiny…

Reasoning

19/20

Coding

17/20

Instruction

3/20

Structured

0/15

Math

15/15

Multilingual

1/10

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

View qwen3.8-27b-nvfp4-… details | View maternion/ling-3.0… 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