Back to leaderboard

gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Excellent

Jul 4, 2026 · Apple M2 Pro

qwen3-coder:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Jun 19, 2026 · Apple M4 Max

Global Score
89 vs 89
Hardware Fit
88 vs 96
Quality Score
89 vs 86

Hardware

gemma4:12b qwen3-coder:30b
MachineMacBook ProMacBook Pro
CPUApple M2 ProApple M4 Max
Cores1016
RAM16 GB64 GB
GPUApple M2 ProApple M4 Max
OSmacOS 26.5macOS 26.5.1
Archarm64arm64
Power Modebalancedbalanced

Performance

gemma4:12b qwen3-coder:30b
Tokens/sec18.589.9
First chunk752 ms188 ms
TTFT752 ms188 ms
Load time6.1 s4.0 s
Memory usage7.5 GB30.2 GB
Memory %47%47%

HW Fit Score Breakdown

gemma4:12b

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

qwen3-coder:30b

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

Quality

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

qwen3-coder:30b

Reasoning
14/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate 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