qwen/qwen3.8-27b
LM-STUDIO MLXqwen3_5 · 27B · 4bit
Aug 19, 2026 · Apple M4 Max
qwen2.5-coder:7b
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K
Global Score
83 vs 68
Hardware Fit
68 vs 59
Quality Score
90 vs 72
Hardware
qwen/qwen3.8-27b qwen2.5-coder:7b
MachineMacBook ProASUS
CPUApple M4 MaxIntel Gen Intel® Core™ i7-13700K
Cores1624
RAM128 GB64 GB
GPUApple M4 MaxNVIDIA GeForce RTX 3070
OSmacOS 26.5.2Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedunknown
Performance
qwen/qwen3.8-27b qwen2.5-coder:7b
Tokens/sec27.634.4
First chunk10 ms1991 ms
TTFT4.6 s2.0 s
Load timeN/A40.6 s
Memory usage21.0 GB5.0 GB
Memory %16%8%
HW Fit Score Breakdown
qwen/qwen3.8-27b
Speed
32/50
TTFT
6/20
Memory
30/30
qwen2.5-coder:7b
Speed
38/50
TTFT
12/20
Memory
9/30
Quality
qwen/qwen3.8-27b
Reasoning
19/20
Coding
15/20
Instruction
16/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
qwen2.5-coder:7b
Reasoning
11/20
Coding
18/20
Instruction
12/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest