qwen2.5-coder-7b-instruct-mlx
LM-STUDIO MLXqwen2 · 7B · 4bit
Mar 3, 2026 · Apple M4
gptoss · 20.9B · MXFP4
OLLAMA GGUFgptoss · 20.9 · MXFP4
Jul 9, 2026 · Intel Core™ i5-10400
Global Score
79 vs 84
Hardware Fit
92 vs 69
Quality Score
73 vs 91
Hardware
qwen2.5-coder-7b-i… gptoss · 20.9B · M…
MachineMacBook AirMac Pro
CPUApple M4Intel Core™ i5-10400
Cores1012
RAM32 GB32 GB
GPUApple M4AMD Radeon RX 6700 XT
OSmacOS 26.3macOS 26.5.1
Archarm64x64
Power Modebalancedbalanced
Performance
qwen2.5-coder-7b-i… gptoss · 20.9B · M…
Tokens/sec22.517.5
First chunk529 ms643 ms
TTFT529 ms7.7 s
Load timeN/A0.0 s
Memory usage4.0 GB0.8 GB
Memory %13%3%
HW Fit Score Breakdown
qwen2.5-coder-7b-instru…
Speed
44/50
TTFT
20/20
Memory
28/30
gptoss · 20.9B · MXFP4
Speed
34/50
TTFT
5/20
Memory
30/30
Quality
qwen2.5-coder-7b-instru…
Reasoning
10/20
Coding
18/20
Instruction
14/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
gptoss · 20.9B · MXFP4
Reasoning
19/20
Coding
19/20
Instruction
13/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong 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