ornith-1.5-9b_hybrid-imatrix
LM-STUDIO GGUFqwen35 · F16
Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor
gemma-3-27b-it-qat
LM-STUDIO MLXgemma3 · 27B · 4bit
Mar 5, 2026 · Apple M4 Pro
Global Score
66 vs 76
Hardware Fit
51 vs 51
Quality Score
73 vs 87
Hardware
ornith-1.5-9b_hybr… gemma-3-27b-it-qat
MachineMicro-Star International Co., Ltd. MS-7C37Mac mini
CPUAMD Ryzen 9 3900X 12-Core ProcessorApple M4 Pro
Cores2414
RAM128 GB64 GB
GPUIntel(R) Arc(TM) Pro B70 GraphicsApple M4 Pro
OSMicrosoft Windows 11 Pro 10.0.26200macOS 15.7.4
Archx64arm64
Power Modebalancedbalanced
Performance
ornith-1.5-9b_hybr… gemma-3-27b-it-qat
Tokens/sec5.48.9
First chunk39 ms3976 ms
TTFT940 ms4.0 s
Load timeN/AN/A
Memory usage10.7 GB15.7 GB
Memory %8%25%
HW Fit Score Breakdown
ornith-1.5-9b_hybrid-im…
Speed
5/50
TTFT
16/20
Memory
30/30
gemma-3-27b-it-qat
Speed
12/50
TTFT
9/20
Memory
30/30
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
gemma-3-27b-it-qat
Reasoning
16/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
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