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qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K

muse-glimmer

OLLAMA GGUF
Good

Sep 5, 2026 · AMD RYZEN AI MAX+ 395

Global Score
68 vs 74
Hardware Fit
59 vs 41
Quality Score
72 vs 88

Hardware

qwen2.5-coder:7b muse-glimmer
MachineASUSAZW GTR Pro
CPUIntel Gen Intel® Core™ i7-13700KAMD RYZEN AI MAX+ 395
Cores2432
RAM64 GB125 GB
GPUNVIDIA GeForce RTX 3070Radeon 8060S
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modeunknownlow-power

Performance

qwen2.5-coder:7b muse-glimmer
Tokens/sec34.412.1
First chunk1991 ms8749 ms
TTFT2.0 s8.7 s
Load time40.6 s0.3 s
Memory usage5.0 GB0.0 GB
Memory %8%0%

HW Fit Score Breakdown

qwen2.5-coder:7b

Speed
38/50
TTFT
12/20
Memory
9/30

muse-glimmer

Speed
10/50
TTFT
1/20
Memory
30/30

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

muse-glimmer

Reasoning
18/20
Coding
18/20
Instruction
13/20
Structured
14/15
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
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest