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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

qwen2.5-coder-0.5b-instruct

LM-STUDIO GGUF

qwen2 · 0.5B · Q4_K_M

Marginal

Mar 6, 2026 · Intel Core™ i5-5300U

Global Score
68 vs 55
Hardware Fit
59 vs 89
Quality Score
72 vs 40

Hardware

qwen2.5-coder:7b qwen2.5-coder-0.5b…
MachineASUSLENOVO 20BUS00700
CPUIntel Gen Intel® Core™ i7-13700KIntel Core™ i5-5300U
Cores244
RAM64 GB16 GB
GPUNVIDIA GeForce RTX 3070Intel(R) HD Graphics 5500
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 10 Professionnel 10.0.19045
Archx64x64
Power Modeunknownbalanced

Performance

qwen2.5-coder:7b qwen2.5-coder-0.5b…
Tokens/sec34.413.5
First chunk1991 ms1292 ms
TTFT2.0 s1.3 s
Load time40.6 sN/A
Memory usage5.0 GB0.4 GB
Memory %8%2%

HW Fit Score Breakdown

qwen2.5-coder:7b

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

qwen2.5-coder-0.5b-inst…

Speed
41/50
TTFT
20/20
Memory
28/30

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

qwen2.5-coder-0.5b-inst…

Reasoning
7/20
Coding
7/20
Instruction
10/20
Structured
10/15
Math
2/15
Multilingual
4/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Weak

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