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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

LM-STUDIO GGUF

qwen35moe · 35B

Excellent

Jul 17, 2026 · Apple M5 Max

Global Score
84 vs 90
Hardware Fit
69 vs 98
Quality Score
91 vs 86

Hardware

gptoss · 20.9B · M… qwen3.6-35b-a3b-cl…
MachineMac ProMacBook Pro
CPUIntel Core™ i5-10400Apple M5 Max
Cores1218
RAM32 GB64 GB
GPUAMD Radeon RX 6700 XTApple M5 Max
OSmacOS 26.5.1macOS 27.0
Archx64arm64
Power Modebalancedbalanced

Performance

gptoss · 20.9B · M… qwen3.6-35b-a3b-cl…
Tokens/sec17.586.6
First chunk643 ms13 ms
TTFT7.7 s143 ms
Load time0.0 sN/A
Memory usage0.8 GB23.9 GB
Memory %3%37%

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
20/20
Memory
28/30

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
18/20
Coding
17/20
Instruction
14/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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