Back to leaderboard

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Good

Aug 15, 2026 · AMD Ryzen 9 3900X 12-Core Processor

ornith-1.5-9b

LM-STUDIO GGUF

qwen35 · 9B · Q6_K

Excellent

Aug 21, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score
78 vs 83
Hardware Fit
86 vs 100
Quality Score
74 vs 76

Hardware

qwen3:8b ornith-1.5-9b
MachineMicro-Star International Co., Ltd. MS-7E51
CPUAMD Ryzen 9 3900X 12-Core ProcessorAMD Ryzen 7 9700X 8-Core Processor
Cores2416
RAM64 GB31 GB
GPUNVIDIA GeForce RTX 4060 TiNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen3:8b ornith-1.5-9b
Tokens/sec48.5102.9
First chunk202 ms12 ms
TTFT4.3 s101 ms
Load time4.2 sN/A
Memory usage5.5 GB6.8 GB
Memory %9%22%

HW Fit Score Breakdown

qwen3:8b

Speed
50/50
TTFT
6/20
Memory
30/30

ornith-1.5-9b

Speed
50/50
TTFT
20/20
Memory
30/30

Quality

qwen3:8b

Reasoning
16/20
Coding
8/20
Instruction
14/20
Structured
14/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Strong 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
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest