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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-claude-4.7-opus-reasoning-distilled-apex-mtp

LM-STUDIO GGUF

qwen35moe · 35B

Excellent

Jun 19, 2026 · AMD Ryzen 5 5600X 6-Core Processor

Global Score
84 vs 92
Hardware Fit
69 vs 87
Quality Score
91 vs 94

Hardware

gptoss · 20.9B · M… qwen3.6-35b-a3b-cl…
MachineMac ProGigabyte Technology Co., Ltd. B550M AORUS PRO
CPUIntel Core™ i5-10400AMD Ryzen 5 5600X 6-Core Processor
Cores1212
RAM32 GB47 GB
GPUAMD Radeon RX 6700 XTAD106 [GeForce RTX 4060 Ti]
OSmacOS 26.5.1cachyos rolling
Archx64x64
Power Modebalancedlow-power

Performance

gptoss · 20.9B · M… qwen3.6-35b-a3b-cl…
Tokens/sec17.542.6
First chunk643 ms13 ms
TTFT7.7 s3.1 s
Load time0.0 sN/A
Memory usage0.8 GB23.2 GB
Memory %3%49%

HW Fit Score Breakdown

gptoss · 20.9B · MXFP4

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

qwen3.6-35b-a3b-claude-…

Speed
50/50
TTFT
12/20
Memory
25/30

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-claude-…

Reasoning
20/20
Coding
16/20
Instruction
19/20
Structured
15/15
Math
14/15
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