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gptoss · 20.9B · MXFP4

OLLAMA GGUF

gptoss · 20.9 · MXFP4

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

qwen2.5-coder:3b

OLLAMA GGUF

qwen2 · 3.1B · Q4_K_M

Good

Jun 26, 2026 · Cortex-A78AE

Global Score
84 vs 73
Hardware Fit
69 vs 100
Quality Score
91 vs 61

Hardware

gptoss · 20.9B · M… qwen2.5-coder:3b
MachineMac ProNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super
CPUIntel Core™ i5-10400Cortex-A78AE
Cores126
RAM32 GB7 GB
GPUAMD Radeon RX 6700 XTIntegrated / Unknown
OSmacOS 26.5.1Ubuntu 22.04.5 LTS
Archx64arm64
Power Modebalancedbalanced

Performance

gptoss · 20.9B · M… qwen2.5-coder:3b
Tokens/sec17.521.3
First chunk643 ms969 ms
TTFT7.7 s969 ms
Load time0.0 s6.6 s
Memory usage0.8 GB2.0 GB
Memory %3%27%

HW Fit Score Breakdown

gptoss · 20.9B · MXFP4

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

qwen2.5-coder:3b

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

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

qwen2.5-coder:3b

Reasoning
8/20
Coding
15/20
Instruction
11/20
Structured
14/15
Math
4/15
Multilingual
9/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak 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