Back to leaderboard

qwen2.5-coder:0.5b

OLLAMA GGUF

qwen2 · 494.03M · Q4_K_M

Marginal

Nov 13, 2026 · Intel Core™ i5-4590T

qwen/qwen3.6-35b-a3b

LM-STUDIO GGUF

qwen35moe · 35B · Q4_K_M

Excellent

Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score
59 vs 85
Hardware Fit
100 vs 74
Quality Score
41 vs 89

Hardware

qwen2.5-coder:0.5b qwen/qwen3.6-35b-a3b
MachineFUJITSU ESPRIMO Q920Micro-Star International Co., Ltd. MS-7E51
CPUIntel Core™ i5-4590TAMD Ryzen 7 9700X 8-Core Processor
Cores416
RAM16 GB31 GB
GPUIntel(R) HD Graphics 4600, Microsoft Remote Display AdapterNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSMicrosoft Windows 10 Pro 10.0.19045Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen2.5-coder:0.5b qwen/qwen3.6-35b-a3b
Tokens/sec43.722.1
First chunk290 ms9 ms
TTFT290 ms588 ms
Load time1.4 sN/A
Memory usage0.9 GB20.5 GB
Memory %6%66%

HW Fit Score Breakdown

qwen2.5-coder:0.5b

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

qwen/qwen3.6-35b-a3b

Speed
37/50
TTFT
20/20
Memory
17/30

Quality

qwen2.5-coder:0.5b

Reasoning
7/20
Coding
8/20
Instruction
10/20
Structured
10/15
Math
2/15
Multilingual
4/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Weak

qwen/qwen3.6-35b-a3b

Reasoning
16/20
Coding
18/20
Instruction
18/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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