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qwen2.5-coder-0.5b-instruct

LM-STUDIO GGUF

qwen2 · 0.5B · Q4_K_M

Marginal

Mar 6, 2026 · Intel Core™ i5-5300U

deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

Global Score
55 vs 66
Hardware Fit
89 vs 63
Quality Score
40 vs 67

Hardware

qwen2.5-coder-0.5b… deepseek-r1:7b
MachineLENOVO 20BUS00700Gigabyte Technology Co., Ltd. H170M-D3H
CPUIntel Core™ i5-5300UIntel Core™ i5-6500
Cores44
RAM16 GB16 GB
GPUIntel(R) HD Graphics 5500GP104 [GeForce GTX 1070]
OSMicrosoft Windows 10 Professionnel 10.0.19045Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

qwen2.5-coder-0.5b… deepseek-r1:7b
Tokens/sec13.535.6
First chunk1292 ms224 ms
TTFT1.3 s7.5 s
Load timeN/A7.7 s
Memory usage0.4 GB4.6 GB
Memory %2%29%

HW Fit Score Breakdown

qwen2.5-coder-0.5b-inst…

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

deepseek-r1:7b

Speed
50/50
TTFT
7/20
Memory
6/30

Quality

qwen2.5-coder-0.5b-inst…

Reasoning
7/20
Coding
7/20
Instruction
10/20
Structured
10/15
Math
2/15
Multilingual
4/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Weak

deepseek-r1:7b

Reasoning
16/20
Coding
10/20
Instruction
9/20
Structured
10/15
Math
14/15
Multilingual
8/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Adequate Math: Strong Multilingual: Strong
View qwen2.5-coder-0.5b… details | View deepseek-r1:7b 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