Back to leaderboard

gptoss · 20.9B · MXFP4

OLLAMA GGUF

gptoss · 20.9 · MXFP4

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Aug 22, 2026 · Apple M1 Pro

Global Score
84 vs 63
Hardware Fit
69 vs 62
Quality Score
91 vs 63

Hardware

gptoss · 20.9B · M… gemma4:12b
MachineMac ProMacBook Pro
CPUIntel Core™ i5-10400Apple M1 Pro
Cores1210
RAM32 GB16 GB
GPUAMD Radeon RX 6700 XTApple M1 Pro
OSmacOS 26.5.1macOS 26.6.2
Archx64arm64
Power Modebalancedbalanced

Performance

gptoss · 20.9B · M… gemma4:12b
Tokens/sec17.515.3
First chunk643 ms1142 ms
TTFT7.7 s30.0 s
Load time0.0 s5.4 s
Memory usage0.8 GB7.6 GB
Memory %3%47%

HW Fit Score Breakdown

gptoss · 20.9B · MXFP4

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

gemma4:12b

Speed
36/50
TTFT
0/20
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

gemma4:12b

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