ornith-1.5-9b_hybrid-imatrix
LM-STUDIO GGUFqwen35 · F16
Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor
gemma4:12b-mlx
OLLAMA GGUFAug 24, 2026 · Apple M1 Pro
Global Score
66 vs 71
Hardware Fit
51 vs 76
Quality Score
73 vs 69
Hardware
ornith-1.5-9b_hybr… gemma4:12b-mlx
MachineMicro-Star International Co., Ltd. MS-7C37MacBook Pro
CPUAMD Ryzen 9 3900X 12-Core ProcessorApple M1 Pro
Cores2410
RAM128 GB16 GB
GPUIntel(R) Arc(TM) Pro B70 GraphicsApple M1 Pro
OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.6.2
Archx64arm64
Power Modebalancedbalanced
Performance
ornith-1.5-9b_hybr… gemma4:12b-mlx
Tokens/sec5.425.0
First chunk39 ms787 ms
TTFT940 ms30.0 s
Load timeN/A4.0 s
Memory usage10.7 GB7.1 GB
Memory %8%45%
HW Fit Score Breakdown
ornith-1.5-9b_hybrid-im…
Speed
5/50
TTFT
16/20
Memory
30/30
gemma4:12b-mlx
Speed
50/50
TTFT
0/20
Memory
26/30
Quality
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
gemma4:12b-mlx
Reasoning
14/20
Coding
10/20
Instruction
9/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Weak Structured Output: Strong Math: Adequate Multilingual: Strong
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