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qwen3.5:2b

OLLAMA GGUF

qwen35 · 2.3B · Q8_0

Not Rec.

Apr 29, 2026 · Intel Core™ i5-8350U

gemma-4-e2b-it@q5_k_xl

LM-STUDIO GGUF

gemma4 · Q5_K_XL

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score
13 vs 79
Hardware Fit
41 vs 81
Quality Score
1 vs 78

Hardware

qwen3.5:2b gemma-4-e2b-it@q5_…
MachineLENOVO 20L7CTO1WWDocker Container
CPUIntel Core™ i5-8350UIntel Gen Intel® Core™ i9-11900H
Cores816
RAM23 GB15 GB
GPUKaby Lake-R GT2 [UHD Graphics 620]TigerLake-H GT1 [UHD Graphics]
OSFedora Linux 43Ubuntu 26.04 LTS
Archx64x64
Power Modelow-powerperformance

Performance

qwen3.5:2b gemma-4-e2b-it@q5_…
Tokens/sec4.517.2
First chunk1413 ms7 ms
TTFT31.1 s1.6 s
Load time7.1 s8.9 s
Memory usage3.8 GB0.0 GB
Memory %16%0%

HW Fit Score Breakdown

qwen3.5:2b

Speed
11/50
TTFT
0/20
Memory
30/30

gemma-4-e2b-it@q5_k_xl

Speed
32/50
TTFT
19/20
Memory
30/30

Quality

qwen3.5:2b

Reasoning
0/20
Coding
0/20
Instruction
1/20
Structured
0/15
Math
0/15
Multilingual
0/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor

gemma-4-e2b-it@q5_k_xl

Reasoning
11/20
Coding
17/20
Instruction
17/20
Structured
15/15
Math
8/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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