qwen2.5-coder:0.5b
OLLAMA GGUFqwen2 · 494.03M · Q4_K_M
Nov 13, 2026 · Intel Core™ i5-4590T
qwen/qwen3.8-27b
LM-STUDIO MLXqwen3_5 · 27B · 8bit
Aug 18, 2026 · Apple M4 Max
Global Score
59 vs 81
Hardware Fit
100 vs 68
Quality Score
41 vs 87
Hardware
qwen2.5-coder:0.5b qwen/qwen3.8-27b
MachineFUJITSU ESPRIMO Q920MacBook Pro
CPUIntel Core™ i5-4590TApple M4 Max
Cores416
RAM16 GB128 GB
GPUIntel(R) HD Graphics 4600, Microsoft Remote Display AdapterApple M4 Max
OSMicrosoft Windows 10 Pro 10.0.19045macOS 26.5.2
Archx64arm64
Power Modebalancedbalanced
Performance
qwen2.5-coder:0.5b qwen/qwen3.8-27b
Tokens/sec43.716.4
First chunk290 ms5 ms
TTFT290 ms742 ms
Load time1.4 sN/A
Memory usage0.9 GB38.5 GB
Memory %6%30%
HW Fit Score Breakdown
qwen2.5-coder:0.5b
Speed
50/50
TTFT
20/20
Memory
30/30
qwen/qwen3.8-27b
Speed
18/50
TTFT
20/20
Memory
30/30
Quality
qwen2.5-coder:0.5b
Reasoning
7/20
Coding
8/20
Instruction
10/20
Structured
10/15
Math
2/15
Multilingual
4/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Weak
qwen/qwen3.8-27b
Reasoning
17/20
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
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