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qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Good

Aug 15, 2026 · AMD Ryzen 9 3900X 12-Core Processor

qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

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

Global Score
78 vs 68
Hardware Fit
86 vs 59
Quality Score
74 vs 72

Hardware

qwen3:8b qwen2.5-coder:7b
MachineASUS
CPUAMD Ryzen 9 3900X 12-Core ProcessorIntel Gen Intel® Core™ i7-13700K
Cores2424
RAM64 GB64 GB
GPUNVIDIA GeForce RTX 4060 TiNVIDIA GeForce RTX 3070
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedunknown

Performance

qwen3:8b qwen2.5-coder:7b
Tokens/sec48.534.4
First chunk202 ms1991 ms
TTFT4.3 s2.0 s
Load time4.2 s40.6 s
Memory usage5.5 GB5.0 GB
Memory %9%8%

HW Fit Score Breakdown

qwen3:8b

Speed
50/50
TTFT
6/20
Memory
30/30

qwen2.5-coder:7b

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

Quality

qwen3:8b

Reasoning
16/20
Coding
8/20
Instruction
14/20
Structured
14/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

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

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