Back to leaderboard

llama3.2:3b

OLLAMA GGUF

llama · 3.2B · Q4_K_M

Good

Nov 4, 2026 · Intel Core™ i7-9700

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
71 vs 74
Hardware Fit
90 vs 46
Quality Score
63 vs 86

Hardware

llama3.2:3b google/gemma-4-12b…
MachineVMware, Inc. VMware Virtual PlatformDocker Container
CPUIntel Core™ i7-9700Intel Gen Intel® Core™ i9-11900H
Cores416
RAM16 GB15 GB
GPUIntegrated / UnknownTigerLake-H GT1 [UHD Graphics]
OSUbuntu 24.04.5 LTSUbuntu 26.04 LTS
Archx64x64
Power Modeunknownperformance

Performance

llama3.2:3b google/gemma-4-12b…
Tokens/sec13.05.0
First chunk536 ms64 ms
TTFT536 ms5.5 s
Load time82.5 s9.5 s
Memory usage2.4 GB0.0 GB
Memory %15%0%

HW Fit Score Breakdown

llama3.2:3b

Speed
40/50
TTFT
20/20
Memory
30/30

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

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

Quality

llama3.2:3b

Reasoning
11/20
Coding
14/20
Instruction
14/20
Structured
12/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate 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
View llama3.2:3b details | View google/gemma-4-12b… details

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