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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

gemma4:e2b

OLLAMA GGUF

gemma4 · 5.1B · Q4_K_M

Good

May 24, 2026 · Intel Gen Intel® Core™ i7-1355U

Global Score
53 vs 72
Hardware Fit
89 vs 71
Quality Score
38 vs 72

Hardware

qwen2.5-0.5b-instr… gemma4:e2b
MachineLENOVO 20BUS00700Dell Inc. Inspiron 15 3530
CPUIntel Core™ i5-5300UIntel Gen Intel® Core™ i7-1355U
Cores412
RAM16 GB31 GB
GPUIntel(R) HD Graphics 5500Raptor Lake-P [Iris Xe Graphics]
OSMicrosoft Windows 10 Professionnel 10.0.19045cachyos rolling
Archx64x64
Power Modebalancedlow-power

Performance

qwen2.5-0.5b-instr… gemma4:e2b
Tokens/sec13.210.8
First chunk1339 ms1408 ms
TTFT1.3 s1.4 s
Load timeN/A6.0 s
Memory usage0.4 GB7.2 GB
Memory %2%23%

HW Fit Score Breakdown

qwen2.5-0.5b-instruct

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

gemma4:e2b

Speed
21/50
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

gemma4:e2b

Reasoning
10/20
Coding
16/20
Instruction
14/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Weak 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