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qwen2.5:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Excellent

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

qwen3.5-35b-a3b-mtp

LM-STUDIO GGUF

qwen35moe · 35B · IQ3_XXS

Good

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

Global Score
85 vs 77
Hardware Fit
100 vs 51
Quality Score
79 vs 88

Hardware

qwen2.5:7b qwen3.5-35b-a3b-mtp
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 qwen3.5-35b-a3b-mtp
Tokens/sec52.17.8
First chunk41 ms30 ms
TTFT41 ms5.6 s
Load time2.1 s32.5 s
Memory usage4.4 GB0.0 GB
Memory %14%0%

HW Fit Score Breakdown

qwen2.5:7b

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

qwen3.5-35b-a3b-mtp

Speed
14/50
TTFT
7/20
Memory
30/30

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

qwen3.5-35b-a3b-mtp

Reasoning
17/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View qwen2.5:7b details | View qwen3.5-35b-a3b-mtp 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