Back to leaderboard

qwen2.5:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Excellent

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

huihui-qwen3.6-35b-a3b-claude-4.7-opus-abliterated-mtp

LM-STUDIO GGUF

qwen35moe · 35B · Q4_K

Excellent

Jun 12, 2026 · AMD Ryzen 5 5600X 6-Core Processor

Global Score
85 vs 88
Hardware Fit
100 vs 94
Quality Score
79 vs 85

Hardware

qwen2.5:7b huihui-qwen3.6-35b…
MachineMACHENIKE L16PGigabyte Technology Co., Ltd. B550M AORUS PRO
CPUIntel Gen Intel® Core™ i9-12900HXAMD Ryzen 5 5600X 6-Core Processor
Cores2412
RAM32 GB47 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPUAD106 [GeForce RTX 4060 Ti]
OSMicrosoft Windows 11 专业版 10.0.26300cachyos rolling
Archx64x64
Power Modebalancedlow-power

Performance

qwen2.5:7b huihui-qwen3.6-35b…
Tokens/sec52.139.8
First chunk41 ms3 ms
TTFT41 ms479 ms
Load time2.1 sN/A
Memory usage4.4 GB24.4 GB
Memory %14%52%

HW Fit Score Breakdown

qwen2.5:7b

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

huihui-qwen3.6-35b-a3b-…

Speed
50/50
TTFT
20/20
Memory
24/30

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

huihui-qwen3.6-35b-a3b-…

Reasoning
18/20
Coding
17/20
Instruction
13/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong 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