Back to leaderboard

gemma4:12b-it-qat

OLLAMA GGUF

gemma4 · 11.9B · Q4_0

Excellent

Jun 25, 2026 · Apple M4 Pro

gemma-3-4b-it-q4-k-m

OLLAMA GGUF

llama · 4B · Q4_K_M

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

Global Score
88 vs 80
Hardware Fit
86 vs 100
Quality Score
89 vs 71

Hardware

gemma4:12b-it-qat gemma-3-4b-it-q4-k-m
MachineMac miniMac Pro
CPUApple M4 ProIntel Core™ i5-10400
Cores1212
RAM24 GB32 GB
GPUApple M4 ProAMD Radeon RX 6700 XT
OSmacOS 15.6.1macOS 26.5.1
Archarm64x64
Power Modebalancedbalanced

Performance

gemma4:12b-it-qat gemma-3-4b-it-q4-k-m
Tokens/sec30.075.0
First chunk686 ms136 ms
TTFT7.1 s136 ms
Load time5.4 s0.0 s
Memory usage7.1 GB0.8 GB
Memory %30%3%

HW Fit Score Breakdown

gemma4:12b-it-qat

Speed
50/50
TTFT
6/20
Memory
30/30

gemma-3-4b-it-q4-k-m

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

Quality

gemma4:12b-it-qat

Reasoning
18/20
Coding
18/20
Instruction
14/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

gemma-3-4b-it-q4-k-m

Reasoning
11/20
Coding
17/20
Instruction
14/20
Structured
14/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak 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