llama-3.1-8b-instruct
LM-STUDIO GGUFllama · 8B · Q8_0
Apr 26, 2026 · AMD Ryzen 5 5500
ornith-1.5-9b
LM-STUDIO GGUFqwen35 · 9B · Q6_K
Aug 21, 2026 · AMD Ryzen 7 9700X 8-Core Processor
Global Score
81 vs 83
Hardware Fit
100 vs 100
Quality Score
73 vs 76
Hardware
llama-3.1-8b-instr… ornith-1.5-9b
MachineASUSMicro-Star International Co., Ltd. MS-7E51
CPUAMD Ryzen 5 5500AMD Ryzen 7 9700X 8-Core Processor
Cores1216
RAM31 GB31 GB
GPUNavi 44 [Radeon RX 9060 XT]NVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSNobara Linux 43Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modeperformancebalanced
Performance
llama-3.1-8b-instr… ornith-1.5-9b
Tokens/sec35.6102.9
First chunk52 ms12 ms
TTFT256 ms101 ms
Load timeN/AN/A
Memory usage8.6 GB6.8 GB
Memory %28%22%
HW Fit Score Breakdown
llama-3.1-8b-instruct
Speed
50/50
TTFT
20/20
Memory
30/30
ornith-1.5-9b
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
llama-3.1-8b-instruct
Reasoning
13/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
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
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