Back to leaderboard

llama3.2:1b

OLLAMA GGUF

llama · 1.2B · Q8_0

Good

Mar 5, 2026 · AMD Ryzen 9 8945HS

gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Excellent

Jul 4, 2026 · Apple M2 Pro

Global Score
62 vs 89
Hardware Fit
91 vs 88
Quality Score
50 vs 89

Hardware

llama3.2:1b gemma4:12b
MachineASUSTeK COMPUTER INC. ROG Zephyrus G14 GA403UV_GA403UVMacBook Pro
CPUAMD Ryzen 9 8945HSApple M2 Pro
Cores1610
RAM15 GB16 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPU, AMD Radeon 780M GraphicsApple M2 Pro
OSMicrosoft Windows 11 Home 10.0.26200macOS 26.5
Archx64arm64
Power Modebalancedbalanced

Performance

llama3.2:1b gemma4:12b
Tokens/sec170.218.5
First chunk142 ms752 ms
TTFT142 ms752 ms
Load time3.2 s6.1 s
Memory usage1.6 GB7.5 GB
Memory %11%47%

HW Fit Score Breakdown

llama3.2:1b

Speed
50/50
TTFT
20/20
Memory
21/30

gemma4:12b

Speed
42/50
TTFT
20/20
Memory
26/30

Quality

llama3.2:1b

Reasoning
4/20
Coding
13/20
Instruction
14/20
Structured
13/15
Math
0/15
Multilingual
6/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Adequate

gemma4:12b

Reasoning
17/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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