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qwen2.5:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Mar 16, 2026 · Intel Core™ i7-4771

llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

Global Score
65 vs 81
Hardware Fit
92 vs 100
Quality Score
54 vs 73

Hardware

qwen2.5:1.5b llama-3.1-8b-instr…
MachineiMacASUS
CPUIntel Core™ i7-4771AMD Ryzen 5 5500
Cores812
RAM32 GB31 GB
GPUNVIDIA GeForce GTX 780MNavi 44 [Radeon RX 9060 XT]
OSmacOS 15.7.3Nobara Linux 43
Archx64x64
Power Modebalancedperformance

Performance

qwen2.5:1.5b llama-3.1-8b-instr…
Tokens/sec19.635.6
First chunk690 ms52 ms
TTFT690 ms256 ms
Load time21.4 sN/A
Memory usage1.0 GB8.6 GB
Memory %3%28%

HW Fit Score Breakdown

qwen2.5:1.5b

Speed
42/50
TTFT
20/20
Memory
30/30

llama-3.1-8b-instruct

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

Quality

qwen2.5:1.5b

Reasoning
8/20
Coding
9/20
Instruction
12/20
Structured
13/15
Math
5/15
Multilingual
7/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Adequate

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

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