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ornith-1.5-9b

LM-STUDIO GGUF

qwen35 · 9B · Q6_K

Excellent

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

GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor

Global Score
83 vs 90
Hardware Fit
100 vs 79
Quality Score
76 vs 94

Hardware

ornith-1.5-9b GPT-20B:20b
MachineMicro-Star International Co., Ltd. MS-7E51HP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUAMD Ryzen 7 9700X 8-Core ProcessorAMD Ryzen 9 9955HX3D 16-Core Processor
Cores1632
RAM31 GB31 GB
GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsAMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

ornith-1.5-9b GPT-20B:20b
Tokens/sec102.936.6
First chunk12 ms722 ms
TTFT101 ms4.7 s
Load timeN/A0.3 s
Memory usage6.8 GB13.1 GB
Memory %22%42%

HW Fit Score Breakdown

ornith-1.5-9b

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

GPT-20B:20b

Speed
46/50
TTFT
6/20
Memory
27/30

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

GPT-20B:20b

Reasoning
19/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong 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