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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

gemma4:e2b

OLLAMA GGUF

gemma4 · 5.1B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

Global Score
61 vs 76
Hardware Fit
69 vs 82
Quality Score
57 vs 73

Hardware

qwen2.5-coder-1.5b… gemma4:e2b
MachineLENOVO 20BUS00700LENOVO 20U30029MB
CPUIntel Core™ i5-5300UIntel Core™ i5-10210U
Cores48
RAM16 GB15 GB
GPUIntel(R) HD Graphics 5500CometLake-U GT2 [UHD Graphics]
OSMicrosoft Windows 10 Professionnel 10.0.19045Pop 24.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen2.5-coder-1.5b… gemma4:e2b
Tokens/sec7.313.5
First chunk2369 ms1270 ms
TTFT2.4 s1.3 s
Load timeN/A13.4 s
Memory usage0.9 GB6.5 GB
Memory %6%42%

HW Fit Score Breakdown

qwen2.5-coder-1.5b-inst…

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

gemma4:e2b

Speed
35/50
TTFT
20/20
Memory
27/30

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

gemma4:e2b

Reasoning
10/20
Coding
15/20
Instruction
16/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong 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