Back to leaderboard

qwen2.5:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Excellent

Nov 3, 2026 · Intel Gen Intel® Core™ i9-12900HX

gemma-4-26b-a4b-it@iq3_xxs

LM-STUDIO GGUF

gemma4 · 26B · IQ3_XXS

Excellent

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

Global Score
85 vs 83
Hardware Fit
100 vs 58
Quality Score
79 vs 94

Hardware

qwen2.5:7b gemma-4-26b-a4b-it…
MachineMACHENIKE L16PDocker Container
CPUIntel Gen Intel® Core™ i9-12900HXIntel Gen Intel® Core™ i9-11900H
Cores2416
RAM32 GB15 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPUTigerLake-H GT1 [UHD Graphics]
OSMicrosoft Windows 11 专业版 10.0.26300Ubuntu 26.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen2.5:7b gemma-4-26b-a4b-it…
Tokens/sec52.110.3
First chunk41 ms8 ms
TTFT41 ms3.5 s
Load time2.1 s10.9 s
Memory usage4.4 GB6.4 GB
Memory %14%41%

HW Fit Score Breakdown

qwen2.5:7b

Speed
50/50
TTFT
20/20
Memory
30/30

gemma-4-26b-a4b-it@iq3_…

Speed
19/50
TTFT
12/20
Memory
27/30

Quality

qwen2.5:7b

Reasoning
14/20
Coding
18/20
Instruction
16/20
Structured
14/15
Math
8/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

gemma-4-26b-a4b-it@iq3_…

Reasoning
18/20
Coding
19/20
Instruction
19/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View qwen2.5:7b details | View gemma-4-26b-a4b-it… 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