hf.co/ornith-ai/Ornith-1.0-9B-GGUF:Q8_0

OLLAMA GGUF

qwen35 · 8.95B · unknown

Marginal

Aug 23, 2026 · Apple M1 Pro

google/gemma-4-12b-it-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score

57 vs 74

Hardware Fit

81 vs 46

Quality Score

46 vs 86

Hardware

hf.co/ornith-ai/Or… google/gemma-4-12b…

MachineMacBook ProDocker Container

CPUApple M1 ProIntel Gen Intel® Core™ i9-11900H

Cores1016

RAM16 GB15 GB

GPUApple M1 ProTigerLake-H GT1 [UHD Graphics]

OSmacOS 26.6.2Ubuntu 26.04 LTS

Archarm64x64

Power Modebalancedperformance

Performance

hf.co/ornith-ai/Or… google/gemma-4-12b…

Tokens/sec18.65.0

First chunk303 ms64 ms

TTFT303 ms5.5 s

Load time4.6 s9.5 s

Memory usage10.1 GB0.0 GB

Memory %63%0%

HW Fit Score Breakdown

hf.co/ornith-ai/Ornith-…

Speed

42/50

TTFT

20/20

Memory

19/30

google/gemma-4-12b-it-qat

Speed

9/50

TTFT

7/20

Memory

30/30

Quality

hf.co/ornith-ai/Ornith-…

Reasoning

14/20

Coding

13/20

Instruction

5/20

Structured

1/15

Math

13/15

Multilingual

0/10

Reasoning: Adequate Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Poor

google/gemma-4-12b-it-qat

Reasoning

16/20

Coding

19/20

Instruction

16/20

Structured

15/15

Math

11/15

Multilingual

9/10

Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

View hf.co/ornith-ai/Or… details | View google/gemma-4-12b… details

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$ metrillm

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Or run without installing: npx metrillm@latest