gptoss · 20.9B · MXFP4
OLLAMA GGUFgptoss · 20.9 · MXFP4
Jul 9, 2026 · Intel Core™ i5-10400
starcoder2:3b
OLLAMA GGUFstarcoder2 · 3B · Q4_0
Jun 26, 2026 · Cortex-A78AE
Global Score
84 vs 35
Hardware Fit
69 vs 100
Quality Score
91 vs 7
Hardware
gptoss · 20.9B · M… starcoder2:3b
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… starcoder2:3b
Tokens/sec17.531.5
First chunk643 ms392 ms
TTFT7.7 s392 ms
Load time0.0 s4.8 s
Memory usage0.8 GB1.8 GB
Memory %3%24%
HW Fit Score Breakdown
gptoss · 20.9B · MXFP4
Speed
34/50
TTFT
5/20
Memory
30/30
starcoder2:3b
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
starcoder2:3b
Reasoning
0/20
Coding
3/20
Instruction
1/20
Structured
0/15
Math
1/15
Multilingual
2/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest