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qwen3.6:35b-a3b-coding-nvfp4

OLLAMA GGUF

nvfp4

Not Rec.

May 25, 2026 · Apple M4 Pro

ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score
76 vs 66
Hardware Fit
77 vs 51
Quality Score
76 vs 73

Hardware

qwen3.6:35b-a3b-co… ornith-1.5-9b_hybr…
MachineMacBook ProMicro-Star International Co., Ltd. MS-7C37
CPUApple M4 ProAMD Ryzen 9 3900X 12-Core Processor
Cores1424
RAM48 GB128 GB
GPUApple M4 ProIntel(R) Arc(TM) Pro B70 Graphics
OSmacOS 26.4.1Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

qwen3.6:35b-a3b-co… ornith-1.5-9b_hybr…
Tokens/sec72.75.4
First chunk147 ms39 ms
TTFT30.0 s940 ms
Load time5.7 sN/A
Memory usage19.6 GB10.7 GB
Memory %41%8%

HW Fit Score Breakdown

qwen3.6:35b-a3b-coding-…

Speed
50/50
TTFT
0/20
Memory
27/30

ornith-1.5-9b_hybrid-im…

Speed
5/50
TTFT
16/20
Memory
30/30

Quality

qwen3.6:35b-a3b-coding-…

Reasoning
19/20
Coding
9/20
Instruction
13/20
Structured
12/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

ornith-1.5-9b_hybrid-im…

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