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llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

qwen2.5:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Jun 17, 2026 · ZHAOXIN KaiXian KX-7000 KaiXian KX-7000

Global Score
81 vs 65
Hardware Fit
100 vs 87
Quality Score
73 vs 56

Hardware

llama-3.1-8b-instr… qwen2.5:1.5b
MachineASUSShanghai Zhaoxin Semiconductor Co., Ltd. ZXE CRB
CPUAMD Ryzen 5 5500ZHAOXIN KaiXian KX-7000 KaiXian KX-7000
Cores128
RAM31 GB30 GB
GPUNavi 44 [Radeon RX 9060 XT]ZX C-1190
OSNobara Linux 43Microsoft Windows 11 Pro 10.0.26100
Archx64x64
Power Modeperformancebalanced

Performance

llama-3.1-8b-instr… qwen2.5:1.5b
Tokens/sec35.616.8
First chunk52 ms941 ms
TTFT256 ms941 ms
Load timeN/A0.2 s
Memory usage8.6 GB1.0 GB
Memory %28%3%

HW Fit Score Breakdown

llama-3.1-8b-instruct

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

qwen2.5:1.5b

Speed
37/50
TTFT
20/20
Memory
30/30

Quality

llama-3.1-8b-instruct

Reasoning
13/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

qwen2.5:1.5b

Reasoning
8/20
Coding
10/20
Instruction
12/20
Structured
13/15
Math
5/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
View llama-3.1-8b-instr… details | View qwen2.5:1.5b details

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