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qwen2.5-coder-1.5b-instruct

LM-STUDIO GGUF

qwen2 · 1.5B · Q4_K_M

Good

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
61 vs 66
Hardware Fit
69 vs 63
Quality Score
57 vs 67

Hardware

qwen2.5-coder-1.5b… 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-1.5b… deepseek-r1:7b
Tokens/sec7.335.6
First chunk2369 ms224 ms
TTFT2.4 s7.5 s
Load timeN/A7.7 s
Memory usage0.9 GB4.6 GB
Memory %6%29%

HW Fit Score Breakdown

qwen2.5-coder-1.5b-inst…

Speed
25/50
TTFT
18/20
Memory
26/30

deepseek-r1:7b

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

Quality

qwen2.5-coder-1.5b-inst…

Reasoning
9/20
Coding
12/20
Instruction
13/20
Structured
12/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

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

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