Back to leaderboard

gptoss · 20.9B · MXFP4

OLLAMA GGUF

gptoss · 20.9 · MXFP4

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

gemma4:e2b-mlx

OLLAMA GGUF
Excellent

Aug 25, 2026 · Apple M1 Pro

Global Score
84 vs 82
Hardware Fit
69 vs 99
Quality Score
91 vs 75

Hardware

gptoss · 20.9B · M… gemma4:e2b-mlx
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:e2b-mlx
Tokens/sec17.570.4
First chunk643 ms96 ms
TTFT7.7 s96 ms
Load time0.0 s2.5 s
Memory usage0.8 GB5.7 GB
Memory %3%36%

HW Fit Score Breakdown

gptoss · 20.9B · MXFP4

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

gemma4:e2b-mlx

Speed
50/50
TTFT
20/20
Memory
29/30

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:e2b-mlx

Reasoning
14/20
Coding
14/20
Instruction
15/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong 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