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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

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Excellent

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

Global Score
66 vs 82
Hardware Fit
51 vs 81
Quality Score
73 vs 82

Hardware

ornith-1.5-9b_hybr… qwen3.5:9b
MachineMicro-Star International Co., Ltd. MS-7C37AZW GTR Pro
CPUAMD Ryzen 9 3900X 12-Core ProcessorAMD RYZEN AI MAX+ 395
Cores2432
RAM128 GB125 GB
GPUIntel(R) Arc(TM) Pro B70 GraphicsAMD Radeon 8060S
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedperformance

Performance

ornith-1.5-9b_hybr… qwen3.5:9b
Tokens/sec5.430.8
First chunk39 ms195 ms
TTFT940 ms195 ms
Load timeN/A5.2 s
Memory usage10.7 GB18.8 GB
Memory %8%15%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

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

qwen3.5:9b

Speed
31/50
TTFT
20/20
Memory
30/30

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

qwen3.5:9b

Reasoning
14/20
Coding
17/20
Instruction
15/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View ornith-1.5-9b_hybr… details | View qwen3.5:9b 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