ornith-1.5-9b
LM-STUDIO GGUFqwen35 · 9B · Q6_K
Aug 21, 2026 · AMD Ryzen 7 9700X 8-Core Processor
gemma-4-31b-it-qat
LM-STUDIO GGUFgemma4 · 31B · Q4_K_XL
Jul 7, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor
Global Score
83 vs 91
Hardware Fit
100 vs 89
Quality Score
76 vs 92
Hardware
ornith-1.5-9b gemma-4-31b-it-qat
MachineMicro-Star International Co., Ltd. MS-7E51ASUS
CPUAMD Ryzen 7 9700X 8-Core ProcessorAMD Ryzen 7 7800X3D 8-Core Processor
Cores1616
RAM31 GB31 GB
GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsNVIDIA GeForce RTX 4090, Raphael
OSMicrosoft Windows 11 Pro 10.0.26200cachyos rolling
Archx64x64
Power Modebalancedlow-power
Performance
ornith-1.5-9b gemma-4-31b-it-qat
Tokens/sec102.940.2
First chunk12 ms3 ms
TTFT101 ms302 ms
Load timeN/AN/A
Memory usage6.8 GB18.8 GB
Memory %22%62%
HW Fit Score Breakdown
ornith-1.5-9b
Speed
50/50
TTFT
20/20
Memory
30/30
gemma-4-31b-it-qat
Speed
50/50
TTFT
20/20
Memory
19/30
Quality
ornith-1.5-9b
Reasoning
13/20
Coding
14/20
Instruction
15/20
Structured
14/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
gemma-4-31b-it-qat
Reasoning
19/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest