qwen2.5-coder:7b
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K
qwen3.8-27b-mlx
LM-STUDIO MLXqwen3_5 · 27B · 4bit
Oct 20, 2026 · Apple M1 Pro
Global Score
68 vs 78
Hardware Fit
59 vs 56
Quality Score
72 vs 87
Hardware
qwen2.5-coder:7b qwen3.8-27b-mlx
MachineASUSMacBook Pro
CPUIntel Gen Intel® Core™ i7-13700KApple M1 Pro
Cores2410
RAM64 GB32 GB
GPUNVIDIA GeForce RTX 3070Apple M1 Pro
OSMicrosoft Windows 11 Pro 10.0.26200macOS 15.6.1
Archx64arm64
Power Modeunknownbalanced
Performance
qwen2.5-coder:7b qwen3.8-27b-mlx
Tokens/sec34.410.8
First chunk1991 ms8 ms
TTFT2.0 s2.6 s
Load time40.6 sN/A
Memory usage5.0 GB21.0 GB
Memory %8%66%
HW Fit Score Breakdown
qwen2.5-coder:7b
Speed
38/50
TTFT
12/20
Memory
9/30
qwen3.8-27b-mlx
Speed
23/50
TTFT
16/20
Memory
17/30
Quality
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
qwen3.8-27b-mlx
Reasoning
18/20
Coding
18/20
Instruction
15/20
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