Back to leaderboard

qwen/qwen3.8-27b

LM-STUDIO MLX

qwen3_5 · 27B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

qwen3-4b-qwen3.6-plus-reasoning-distilled

LM-STUDIO GGUF

qwen3 · 4B · Q4_1

Good

Apr 21, 2026 · Apple M2 Max

Global Score
80 vs 65
Hardware Fit
52 vs 96
Quality Score
92 vs 51

Hardware

qwen/qwen3.8-27b qwen3-4b-qwen3.6-p…
MachineMacBook ProMac Studio
CPUApple M4 MaxApple M2 Max
Cores1612
RAM128 GB96 GB
GPUApple M4 MaxApple M2 Max
OSmacOS 26.5.2macOS 26.1
Archarm64arm64
Power Modebalancedbalanced

Performance

qwen/qwen3.8-27b qwen3-4b-qwen3.6-p…
Tokens/sec16.199.6
First chunk14 ms18 ms
TTFT5.8 s1.6 s
Load time8.5 s4.8 s
Memory usage0.0 GB0.3 GB
Memory %0%0%

HW Fit Score Breakdown

qwen/qwen3.8-27b

Speed
17/50
TTFT
5/20
Memory
30/30

qwen3-4b-qwen3.6-plus-r…

Speed
50/50
TTFT
16/20
Memory
30/30

Quality

qwen/qwen3.8-27b

Reasoning
19/20
Coding
16/20
Instruction
17/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen3-4b-qwen3.6-plus-r…

Reasoning
8/20
Coding
4/20
Instruction
14/20
Structured
9/15
Math
8/15
Multilingual
8/10
Reasoning: Weak Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Adequate Multilingual: Strong

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