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gemma4:12b-mlx

OLLAMA GGUF
Not Rec.

Aug 24, 2026 · Apple M1 Pro

Ornith-1.5-35B-A3B-NVFP4-Q5K-mtp:latest

OLLAMA GGUF

qwen35moe · 35.5B · NVFP4

Excellent

Aug 23, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score
71 vs 82
Hardware Fit
76 vs 81
Quality Score
69 vs 82

Hardware

gemma4:12b-mlx Ornith-1.5-35B-A3B…
MachineMacBook ProMicro-Star International Co., Ltd. MS-7E51
CPUApple M1 ProAMD Ryzen 7 9700X 8-Core Processor
Cores1016
RAM16 GB31 GB
GPUApple M1 ProNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSmacOS 26.6.2Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

gemma4:12b-mlx Ornith-1.5-35B-A3B…
Tokens/sec25.067.9
First chunk787 ms216 ms
TTFT30.0 s216 ms
Load time4.0 s12.6 s
Memory usage7.1 GB24.1 GB
Memory %45%78%

HW Fit Score Breakdown

gemma4:12b-mlx

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

Ornith-1.5-35B-A3B-NVFP…

Speed
50/50
TTFT
20/20
Memory
11/30

Quality

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

Ornith-1.5-35B-A3B-NVFP…

Reasoning
14/20
Coding
19/20
Instruction
15/20
Structured
14/15
Math
10/15
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