slim-rpcache-ornith-1.0-9b
LM-STUDIO GGUFqwen35 · 9B · BF16
Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor
gemma4:12b-mlx
OLLAMA GGUFAug 24, 2026 · Apple M1 Pro
Global Score
79 vs 71
Hardware Fit
78 vs 76
Quality Score
79 vs 69
Hardware
slim-rpcache-ornit… gemma4:12b-mlx
MachineASUSMacBook Pro
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorApple M1 Pro
Cores1610
RAM31 GB16 GB
GPUNVIDIA GeForce RTX 4090, RaphaelApple M1 Pro
OScachyos rollingmacOS 26.6.2
Archx64arm64
Power Modeperformancebalanced
Performance
slim-rpcache-ornit… gemma4:12b-mlx
Tokens/sec52.325.0
First chunk11 ms787 ms
TTFT177 ms30.0 s
Load timeN/A4.0 s
Memory usage25.6 GB7.1 GB
Memory %84%45%
HW Fit Score Breakdown
slim-rpcache-ornith-1.0…
Speed
50/50
TTFT
20/20
Memory
8/30
gemma4:12b-mlx
Speed
50/50
TTFT
0/20
Memory
26/30
Quality
slim-rpcache-ornith-1.0…
Reasoning
16/20
Coding
16/20
Instruction
14/20
Structured
14/15
Math
9/15
Multilingual
10/10
Reasoning: Strong Coding: Strong 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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