Back to leaderboard

qwen3-coder:latest

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Good

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

gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Jul 7, 2026 · Cortex-X925

Global Score
76 vs 66
Hardware Fit
51 vs 40
Quality Score
87 vs 77

Hardware

qwen3-coder:latest gemma4:31b
MachineDell Inc. Inspiron 15 3530ASUSTeK COMPUTER INC. GX10
CPUIntel Gen Intel® Core™ i7-1355UCortex-X925
Cores1220
RAM31 GB122 GB
GPURaptor Lake-P [Iris Xe Graphics]Device 2e12
OScachyos rollingUbuntu 24.04.4 LTS
Archx64arm64
Power Modelow-powerperformance

Performance

qwen3-coder:latest gemma4:31b
Tokens/sec7.610.7
First chunk2037 ms983 ms
TTFT2.0 s20.3 s
Load time8.7 s8.8 s
Memory usage18.9 GB21.4 GB
Memory %61%18%

HW Fit Score Breakdown

qwen3-coder:latest

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

gemma4:31b

Speed
10/50
TTFT
0/20
Memory
30/30

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

gemma4:31b

Reasoning
14/20
Coding
17/20
Instruction
13/20
Structured
14/15
Math
10/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate 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