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gemma4:e2b-mlx

OLLAMA GGUF
Excellent

Aug 25, 2026 · Apple M1 Pro

ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score
82 vs 66
Hardware Fit
99 vs 51
Quality Score
75 vs 73

Hardware

gemma4:e2b-mlx ornith-1.5-9b_hybr…
MachineMacBook ProMicro-Star International Co., Ltd. MS-7C37
CPUApple M1 ProAMD Ryzen 9 3900X 12-Core Processor
Cores1024
RAM16 GB128 GB
GPUApple M1 ProIntel(R) Arc(TM) Pro B70 Graphics
OSmacOS 26.6.2Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

gemma4:e2b-mlx ornith-1.5-9b_hybr…
Tokens/sec70.45.4
First chunk96 ms39 ms
TTFT96 ms940 ms
Load time2.5 sN/A
Memory usage5.7 GB10.7 GB
Memory %36%8%

HW Fit Score Breakdown

gemma4:e2b-mlx

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

ornith-1.5-9b_hybrid-im…

Speed
5/50
TTFT
16/20
Memory
30/30

Quality

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

ornith-1.5-9b_hybrid-im…

Reasoning
14/20
Coding
14/20
Instruction
11/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate 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