qwen2.5-coder:7b
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K
mlx-community/gemma-3-1b-it-8bit
LM-STUDIO GGUFMar 5, 2026 · Apple M4
Global Score
68 vs 72
Hardware Fit
59 vs 99
Quality Score
72 vs 61
Hardware
qwen2.5-coder:7b mlx-community/gemm…
MachineASUSMacBook Air
CPUIntel Gen Intel® Core™ i7-13700KApple M4
Cores2410
RAM64 GB32 GB
GPUNVIDIA GeForce RTX 3070Apple M4
OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.3
Archx64arm64
Power Modeunknownbalanced
Performance
qwen2.5-coder:7b mlx-community/gemm…
Tokens/sec34.486.3
First chunk1991 ms253 ms
TTFT2.0 s253 ms
Load time40.6 sN/A
Memory usage5.0 GB1.1 GB
Memory %8%4%
HW Fit Score Breakdown
qwen2.5-coder:7b
Speed
38/50
TTFT
12/20
Memory
9/30
mlx-community/gemma-3-1…
Speed
50/50
TTFT
20/20
Memory
29/30
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
mlx-community/gemma-3-1…
Reasoning
7/20
Coding
14/20
Instruction
16/20
Structured
14/15
Math
2/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Poor 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