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llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.7B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

Global Score
81 vs 64
Hardware Fit
100 vs 69
Quality Score
73 vs 62

Hardware

llama-3.1-8b-instr… qwen3.5:4b
MachineASUSLENOVO 20U30029MB
CPUAMD Ryzen 5 5500Intel Core™ i5-10210U
Cores128
RAM31 GB15 GB
GPUNavi 44 [Radeon RX 9060 XT]CometLake-U GT2 [UHD Graphics]
OSNobara Linux 43Pop 24.04 LTS
Archx64x64
Power Modeperformanceperformance

Performance

llama-3.1-8b-instr… qwen3.5:4b
Tokens/sec35.67.4
First chunk52 ms1815 ms
TTFT256 ms1.8 s
Load timeN/A10.9 s
Memory usage8.6 GB3.5 GB
Memory %28%23%

HW Fit Score Breakdown

llama-3.1-8b-instruct

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

qwen3.5:4b

Speed
19/50
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

qwen3.5:4b

Reasoning
15/20
Coding
14/20
Instruction
6/20
Structured
12/15
Math
6/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Weak Structured Output: Strong Math: Weak 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