qwen3.8-27b-nvfp4-budget

LM-STUDIO GGUF

qwen35 · 27B

Excellent

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

mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

Global Score

89 vs 69

Hardware Fit

96 vs 50

Quality Score

86 vs 77

Hardware

qwen3.8-27b-nvfp4-… mistralai/devstral…

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-… mistralai/devstral…

Tokens/sec48.55.7

First chunk39 ms5007 ms

TTFT283 ms5.0 s

Load timeN/AN/A

Memory usage13.7 GB13.2 GB

Memory %44%41%

HW Fit Score Breakdown

qwen3.8-27b-nvfp4-budget

Speed

50/50

TTFT

20/20

Memory

26/30

mistralai/devstral-smal…

Speed

11/50

TTFT

9/20

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

mistralai/devstral-smal…

Reasoning

16/20

Coding

18/20

Instruction

13/20

Structured

14/15

Math

6/15

Multilingual

10/10

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

View qwen3.8-27b-nvfp4-… details | View mistralai/devstral… 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