Back to leaderboard

llama3.2:latest

OLLAMA GGUF

llama · 3.2B · Q4_K_M

Good

May 27, 2026 · AMD Ryzen 5 2600X Six-Core Processor

google/gemma-4-12b-it-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Good

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

Global Score
76 vs 74
Hardware Fit
100 vs 46
Quality Score
65 vs 86

Hardware

llama3.2:latest google/gemma-4-12b…
MachineMicro-Star International Co., Ltd. MS-7B79Docker Container
CPUAMD Ryzen 5 2600X Six-Core ProcessorIntel Gen Intel® Core™ i9-11900H
Cores1216
RAM16 GB15 GB
GPUNVIDIA GeForce GTX 1080TigerLake-H GT1 [UHD Graphics]
OSMicrosoft Windows 11 Famille 10.0.26200Ubuntu 26.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

llama3.2:latest google/gemma-4-12b…
Tokens/sec57.05.0
First chunk264 ms64 ms
TTFT264 ms5.5 s
Load time9.7 s9.5 s
Memory usage2.6 GB0.0 GB
Memory %16%0%

HW Fit Score Breakdown

llama3.2:latest

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

google/gemma-4-12b-it-qat

Speed
9/50
TTFT
7/20
Memory
30/30

Quality

llama3.2:latest

Reasoning
11/20
Coding
15/20
Instruction
15/20
Structured
12/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Poor Multilingual: Strong

google/gemma-4-12b-it-qat

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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