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qwen2.5-0.5b-instruct

LM-STUDIO GGUF

qwen2 · 0.5B · Q4_K_M

Marginal

Mar 6, 2026 · Intel Core™ i5-5300U

deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

Global Score
53 vs 83
Hardware Fit
89 vs 100
Quality Score
38 vs 75

Hardware

qwen2.5-0.5b-instr… deepseek-coder-v2:…
MachineLENOVO 20BUS00700Gigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4
CPUIntel Core™ i5-5300UIntel Core™ i5-14400F
Cores416
RAM16 GB32 GB
GPUIntel(R) HD Graphics 5500NVIDIA GeForce RTX 5060 Ti
OSMicrosoft Windows 10 Professionnel 10.0.19045Microsoft Windows 11 Professionnel 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen2.5-0.5b-instr… deepseek-coder-v2:…
Tokens/sec13.2150.4
First chunk1339 ms116 ms
TTFT1.3 s116 ms
Load timeN/A5.8 s
Memory usage0.4 GB9.4 GB
Memory %2%30%

HW Fit Score Breakdown

qwen2.5-0.5b-instruct

Speed
41/50
TTFT
20/20
Memory
28/30

deepseek-coder-v2:16b

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

Quality

qwen2.5-0.5b-instruct

Reasoning
5/20
Coding
4/20
Instruction
10/20
Structured
11/15
Math
3/15
Multilingual
5/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Weak

deepseek-coder-v2:16b

Reasoning
10/20
Coding
18/20
Instruction
13/20
Structured
12/15
Math
13/15
Multilingual
9/10
Reasoning: Weak Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
View qwen2.5-0.5b-instr… details | View deepseek-coder-v2:… 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