Back to leaderboard

gptoss · 20.9B · MXFP4

OLLAMA GGUF

gptoss · 20.9 · MXFP4

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

qwen3-0.6b

LM-STUDIO GGUF

qwen3 · 0.6B · Q4_K_M

Marginal

Mar 5, 2026 · Intel Core™ i5-5300U

Global Score
84 vs 40
Hardware Fit
69 vs 89
Quality Score
91 vs 19

Hardware

gptoss · 20.9B · M… qwen3-0.6b
MachineMac ProLENOVO 20BUS00700
CPUIntel Core™ i5-10400Intel Core™ i5-5300U
Cores124
RAM32 GB16 GB
GPUAMD Radeon RX 6700 XTIntel(R) HD Graphics 5500
OSmacOS 26.5.1Microsoft Windows 10 Professionnel 10.0.19045
Archx64x64
Power Modebalancedbalanced

Performance

gptoss · 20.9B · M… qwen3-0.6b
Tokens/sec17.514.4
First chunk643 ms854 ms
TTFT7.7 s854 ms
Load time0.0 sN/A
Memory usage0.8 GB0.5 GB
Memory %3%3%

HW Fit Score Breakdown

gptoss · 20.9B · MXFP4

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

qwen3-0.6b

Speed
43/50
TTFT
20/20
Memory
26/30

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

qwen3-0.6b

Reasoning
5/20
Coding
1/20
Instruction
3/20
Structured
4/15
Math
0/15
Multilingual
6/10
Reasoning: Weak Coding: Poor Instruction Following: Poor Structured Output: Weak Math: Poor Multilingual: Adequate

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