Back to leaderboard

qwen3.6:35b

OLLAMA GGUF

qwen35moe · 36.0B · Q4_K_M

Not Rec.

May 25, 2026 · Apple M4 Pro

gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Excellent

Jul 7, 2026 · Cortex-X925

Global Score
70 vs 86
Hardware Fit
66 vs 79
Quality Score
71 vs 89

Hardware

qwen3.6:35b gemma4:12b
MachineMacBook ProASUSTeK COMPUTER INC. GX10
CPUApple M4 ProCortex-X925
Cores1420
RAM48 GB122 GB
GPUApple M4 ProDevice 2e12
OSmacOS 26.4.1Ubuntu 24.04.4 LTS
Archarm64arm64
Power Modebalancedperformance

Performance

qwen3.6:35b gemma4:12b
Tokens/sec30.627.5
First chunk304 ms484 ms
TTFT30.0 s484 ms
Load time10.0 s8.2 s
Memory usage28.1 GB9.3 GB
Memory %59%8%

HW Fit Score Breakdown

qwen3.6:35b

Speed
45/50
TTFT
0/20
Memory
21/30

gemma4:12b

Speed
29/50
TTFT
20/20
Memory
30/30

Quality

qwen3.6:35b

Reasoning
18/20
Coding
12/20
Instruction
12/20
Structured
6/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Weak Math: Strong Multilingual: Strong

gemma4:12b

Reasoning
17/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
11/15
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