Back to leaderboard

qwen3-coder:latest

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Good

May 24, 2026 · Intel Gen Intel® Core™ i7-1355U

GPT-120B:120b

OLLAMA GGUF

gptoss · 116.8B · MXFP4

Not Rec.

Aug 25, 2026 · Intel Core™ Ultra X7 358H

Global Score
76 vs 68
Hardware Fit
51 vs 21
Quality Score
87 vs 88

Hardware

qwen3-coder:latest GPT-120B:120b
MachineDell Inc. Inspiron 15 3530GMKtec NucBox EVO-T2S
CPUIntel Gen Intel® Core™ i7-1355UIntel Core™ Ultra X7 358H
Cores1216
RAM31 GB64 GB
GPURaptor Lake-P [Iris Xe Graphics]Intel(R) Arc(TM) B390 GPU
OScachyos rollingMicrosoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

qwen3-coder:latest GPT-120B:120b
Tokens/sec7.612.1
First chunk2037 ms4392 ms
TTFT2.0 s8.7 s
Load time8.7 s80.1 s
Memory usage18.9 GB61.0 GB
Memory %61%96%

HW Fit Score Breakdown

qwen3-coder:latest

Speed
13/50
TTFT
18/20
Memory
20/30

GPT-120B:120b

Speed
15/50
TTFT
4/20
Memory
2/30

Quality

qwen3-coder:latest

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

GPT-120B:120b

Reasoning
18/20
Coding
19/20
Instruction
11/20
Structured
15/15
Math
15/15
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