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ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor

qwen3-coder:latest

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Good

May 24, 2026 · Intel Gen Intel® Core™ i7-1355U

Global Score
66 vs 76
Hardware Fit
51 vs 51
Quality Score
73 vs 87

Hardware

ornith-1.5-9b_hybr… qwen3-coder:latest
MachineMicro-Star International Co., Ltd. MS-7C37Dell Inc. Inspiron 15 3530
CPUAMD Ryzen 9 3900X 12-Core ProcessorIntel Gen Intel® Core™ i7-1355U
Cores2412
RAM128 GB31 GB
GPUIntel(R) Arc(TM) Pro B70 GraphicsRaptor Lake-P [Iris Xe Graphics]
OSMicrosoft Windows 11 Pro 10.0.26200cachyos rolling
Archx64x64
Power Modebalancedlow-power

Performance

ornith-1.5-9b_hybr… qwen3-coder:latest
Tokens/sec5.47.6
First chunk39 ms2037 ms
TTFT940 ms2.0 s
Load timeN/A8.7 s
Memory usage10.7 GB18.9 GB
Memory %8%61%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

Speed
5/50
TTFT
16/20
Memory
30/30

qwen3-coder:latest

Speed
13/50
TTFT
18/20
Memory
20/30

Quality

ornith-1.5-9b_hybrid-im…

Reasoning
14/20
Coding
14/20
Instruction
11/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

qwen3-coder:latest

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View ornith-1.5-9b_hybr… details | View qwen3-coder:latest details

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