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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-coder:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

Global Score
81 vs 68
Hardware Fit
100 vs 100
Quality Score
73 vs 54

Hardware

llama-3.1-8b-instr… qwen2.5-coder:1.5b
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 Modeperformancelow-power

Performance

llama-3.1-8b-instr… qwen2.5-coder:1.5b
Tokens/sec35.621.8
First chunk52 ms499 ms
TTFT256 ms499 ms
Load timeN/A4.4 s
Memory usage8.6 GB1.5 GB
Memory %28%10%

HW Fit Score Breakdown

llama-3.1-8b-instruct

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

qwen2.5-coder:1.5b

Speed
50/50
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-coder:1.5b

Reasoning
8/20
Coding
11/20
Instruction
13/20
Structured
11/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Strong
View llama-3.1-8b-instr… details | View qwen2.5-coder: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