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gptoss · 20.9B · MXFP4

OLLAMA GGUF

gptoss · 20.9 · MXFP4

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

qwen/qwen3.6-35b-a3b

LM-STUDIO GGUF

qwen35moe · 35B · Q4_K_M

Excellent

Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score
84 vs 85
Hardware Fit
69 vs 74
Quality Score
91 vs 89

Hardware

gptoss · 20.9B · M… qwen/qwen3.6-35b-a3b
MachineMac ProMicro-Star International Co., Ltd. MS-7E51
CPUIntel Core™ i5-10400AMD Ryzen 7 9700X 8-Core Processor
Cores1216
RAM32 GB31 GB
GPUAMD Radeon RX 6700 XTNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSmacOS 26.5.1Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

gptoss · 20.9B · M… qwen/qwen3.6-35b-a3b
Tokens/sec17.522.1
First chunk643 ms9 ms
TTFT7.7 s588 ms
Load time0.0 sN/A
Memory usage0.8 GB20.5 GB
Memory %3%66%

HW Fit Score Breakdown

gptoss · 20.9B · MXFP4

Speed
34/50
TTFT
5/20
Memory
30/30

qwen/qwen3.6-35b-a3b

Speed
37/50
TTFT
20/20
Memory
17/30

Quality

gptoss · 20.9B · MXFP4

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

qwen/qwen3.6-35b-a3b

Reasoning
16/20
Coding
18/20
Instruction
18/20
Structured
15/15
Math
12/15
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