qwen/qwen3-8b
LM-STUDIO MLXqwen3 · 8B · 4bit
Mar 5, 2026 · Apple M4 Pro
deepseek-coder-1.3b-instruct
LM-STUDIO GGUFllama · 1.3B · Q8_0
Mar 6, 2026 · Intel Core™ i5-5300U
Global Score
89 vs 30
Hardware Fit
95 vs 66
Quality Score
87 vs 14
Hardware
qwen/qwen3-8b deepseek-coder-1.3…
MachineMac miniLENOVO 20BUS00700
CPUApple M4 ProIntel Core™ i5-5300U
Cores144
RAM64 GB16 GB
GPUApple M4 ProIntel(R) HD Graphics 5500
OSmacOS 15.7.4Microsoft Windows 10 Professionnel 10.0.19045
Archarm64x64
Power Modebalancedbalanced
Performance
qwen/qwen3-8b deepseek-coder-1.3…
Tokens/sec33.47.1
First chunk257 ms3448 ms
TTFT257 ms3.4 s
Load timeN/AN/A
Memory usage4.3 GB1.3 GB
Memory %7%9%
HW Fit Score Breakdown
qwen/qwen3-8b
Speed
45/50
TTFT
20/20
Memory
30/30
deepseek-coder-1.3b-ins…
Speed
24/50
TTFT
15/20
Memory
27/30
Quality
qwen/qwen3-8b
Reasoning
19/20
Coding
14/20
Instruction
16/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
deepseek-coder-1.3b-ins…
Reasoning
0/20
Coding
3/20
Instruction
3/20
Structured
6/15
Math
0/15
Multilingual
2/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Weak Math: Poor Multilingual: Poor
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