Back to leaderboard

qwen3.6:35b-a3b

OLLAMA GGUF

qwen35moe · 35.5B · Q4_K_M

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

gemma4:12b-mlx

OLLAMA GGUF
Not Rec.

Aug 24, 2026 · Apple M1 Pro

Global Score
86 vs 71
Hardware Fit
87 vs 76
Quality Score
86 vs 69

Hardware

qwen3.6:35b-a3b gemma4:12b-mlx
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4MacBook Pro
CPUIntel Core™ i5-14400FApple M1 Pro
Cores1610
RAM32 GB16 GB
GPUNVIDIA GeForce RTX 5060 TiApple M1 Pro
OSMicrosoft Windows 11 Professionnel 10.0.26200macOS 26.6.2
Archx64arm64
Power Modebalancedbalanced

Performance

qwen3.6:35b-a3b gemma4:12b-mlx
Tokens/sec59.525.0
First chunk380 ms787 ms
TTFT380 ms30.0 s
Load time24.6 s4.0 s
Memory usage20.9 GB7.1 GB
Memory %66%45%

HW Fit Score Breakdown

qwen3.6:35b-a3b

Speed
50/50
TTFT
20/20
Memory
17/30

gemma4:12b-mlx

Speed
50/50
TTFT
0/20
Memory
26/30

Quality

qwen3.6:35b-a3b

Reasoning
16/20
Coding
17/20
Instruction
16/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

gemma4:12b-mlx

Reasoning
14/20
Coding
10/20
Instruction
9/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Weak 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