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gptoss · 20.9B · MXFP4

OLLAMA GGUF

gptoss · 20.9 · MXFP4

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

qwen3.6:35b-a3b-q8_0

OLLAMA GGUF

qwen35moe · 36.0B · Q8_0

Not Rec.

Jul 7, 2026 · Cortex-X925

Global Score
84 vs 80
Hardware Fit
69 vs 79
Quality Score
91 vs 81

Hardware

gptoss · 20.9B · M… qwen3.6:35b-a3b-q8_0
MachineMac ProASUSTeK COMPUTER INC. GX10
CPUIntel Core™ i5-10400Cortex-X925
Cores1220
RAM32 GB122 GB
GPUAMD Radeon RX 6700 XTDevice 2e12
OSmacOS 26.5.1Ubuntu 24.04.4 LTS
Archx64arm64
Power Modebalancedperformance

Performance

gptoss · 20.9B · M… qwen3.6:35b-a3b-q8_0
Tokens/sec17.555.5
First chunk643 ms528 ms
TTFT7.7 s30.0 s
Load time0.0 s32.6 s
Memory usage0.8 GB41.0 GB
Memory %3%34%

HW Fit Score Breakdown

gptoss · 20.9B · MXFP4

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

qwen3.6:35b-a3b-q8_0

Speed
50/50
TTFT
0/20
Memory
29/30

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

qwen3.6:35b-a3b-q8_0

Reasoning
18/20
Coding
13/20
Instruction
17/20
Structured
10/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Strong Structured Output: Adequate 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