qwen2.5-coder:1.5b
OLLAMA GGUFqwen2 · 1.5B · Q4_K_M
Aug 28, 2026 · Intel Core™ i5-10210U
qwen3.8-27b-mlx
LM-STUDIO MLXqwen3_5 · 27B · 8bit
Aug 17, 2026 · Apple M5 Max
Global Score
68 vs 59
Hardware Fit
100 vs 63
Quality Score
54 vs 58
Hardware
qwen2.5-coder:1.5b qwen3.8-27b-mlx
MachineLENOVO 20U30029MBMacBook Pro
CPUIntel Core™ i5-10210UApple M5 Max
Cores818
RAM15 GB64 GB
GPUCometLake-U GT2 [UHD Graphics]Apple M5 Max
OSPop 24.04 LTSmacOS 27.0
Archx64arm64
Power Modelow-powerbalanced
Performance
qwen2.5-coder:1.5b qwen3.8-27b-mlx
Tokens/sec21.818.3
First chunk499 ms4 ms
TTFT499 ms530 ms
Load time4.4 sN/A
Memory usage1.5 GB38.5 GB
Memory %10%60%
HW Fit Score Breakdown
qwen2.5-coder:1.5b
Speed
50/50
TTFT
20/20
Memory
30/30
qwen3.8-27b-mlx
Speed
23/50
TTFT
20/20
Memory
20/30
Quality
qwen2.5-coder:1.5b
Reasoning
8/20
Coding
11/20
Instruction
13/20
Structured
11/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Strong
qwen3.8-27b-mlx
Reasoning
19/20
Coding
14/20
Instruction
6/20
Structured
1/15
Math
13/15
Multilingual
5/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Weak
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