Back to leaderboard

qwen3.6:35b-mlx

OLLAMA GGUF

nvfp4

Excellent

Jul 17, 2026 · Apple M5 Max

gpt-oss:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Jul 3, 2026 · AMD RYZEN AI MAX+ 395

Global Score
89 vs 94
Hardware Fit
97 vs 91
Quality Score
86 vs 95

Hardware

qwen3.6:35b-mlx gpt-oss:20b
MachineMacBook ProFramework Desktop (AMD Ryzen AI Max 300 Series)
CPUApple M5 MaxAMD RYZEN AI MAX+ 395
Cores1832
RAM48 GB64 GB
GPUApple M5 MaxAMD Radeon(TM) 8060S Graphics
OSmacOS 26.5.2Microsoft Windows 11 Pro for Workstations 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

qwen3.6:35b-mlx gpt-oss:20b
Tokens/sec129.448.0
First chunk49 ms357 ms
TTFT49 ms2.3 s
Load time0.0 s0.2 s
Memory usage20.5 GB16.4 GB
Memory %43%26%

HW Fit Score Breakdown

qwen3.6:35b-mlx

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

gpt-oss:20b

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

Quality

qwen3.6:35b-mlx

Reasoning
15/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

gpt-oss:20b

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