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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:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Mar 4, 2026 · Intel Gen Intel® Core™ i7-12700K

Global Score
66 vs 80
Hardware Fit
51 vs 60
Quality Score
73 vs 88

Hardware

ornith-1.5-9b_hybr… qwen3-coder:30b
MachineMicro-Star International Co., Ltd. MS-7C37ASUS
CPUAMD Ryzen 9 3900X 12-Core ProcessorIntel Gen Intel® Core™ i7-12700K
Cores2420
RAM128 GB96 GB
GPUIntel(R) Arc(TM) Pro B70 GraphicsParsec Virtual Display Adapter, NVIDIA GeForce RTX 2060
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Enterprise 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

ornith-1.5-9b_hybr… qwen3-coder:30b
Tokens/sec5.414.7
First chunk39 ms796 ms
TTFT940 ms796 ms
Load timeN/A0.2 s
Memory usage10.7 GB17.9 GB
Memory %8%19%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

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

qwen3-coder:30b

Speed
14/50
TTFT
19/20
Memory
27/30

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:30b

Reasoning
17/20
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:30b 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