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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

qwen2.5-coder-1.5b-instruct

LM-STUDIO GGUF

qwen2 · 1.5B · Q4_K_M

Good

Mar 6, 2026 · Intel Core™ i5-5300U

Global Score
83 vs 61
Hardware Fit
100 vs 69
Quality Score
76 vs 57

Hardware

ornith-1.5-9b qwen2.5-coder-1.5b…
MachineMicro-Star International Co., Ltd. MS-7E51LENOVO 20BUS00700
CPUAMD Ryzen 7 9700X 8-Core ProcessorIntel Core™ i5-5300U
Cores164
RAM31 GB16 GB
GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsIntel(R) HD Graphics 5500
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 10 Professionnel 10.0.19045
Archx64x64
Power Modebalancedbalanced

Performance

ornith-1.5-9b qwen2.5-coder-1.5b…
Tokens/sec102.97.3
First chunk12 ms2369 ms
TTFT101 ms2.4 s
Load timeN/AN/A
Memory usage6.8 GB0.9 GB
Memory %22%6%

HW Fit Score Breakdown

ornith-1.5-9b

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

qwen2.5-coder-1.5b-inst…

Speed
25/50
TTFT
18/20
Memory
26/30

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

qwen2.5-coder-1.5b-inst…

Reasoning
9/20
Coding
12/20
Instruction
13/20
Structured
12/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor 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