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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-vl:2b

OLLAMA GGUF

qwen3vl · 2.1B · Q4_K_M

Good

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

Global Score
66 vs 62
Hardware Fit
51 vs 99
Quality Score
73 vs 46

Hardware

ornith-1.5-9b_hybr… qwen3-vl:2b
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 Modebalancedlow-power

Performance

ornith-1.5-9b_hybr… qwen3-vl:2b
Tokens/sec5.4127.4
First chunk39 ms101 ms
TTFT940 ms630 ms
Load timeN/A5.9 s
Memory usage10.7 GB33.2 GB
Memory %8%27%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

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

qwen3-vl:2b

Speed
50/50
TTFT
19/20
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-vl:2b

Reasoning
7/20
Coding
0/20
Instruction
11/20
Structured
7/15
Math
13/15
Multilingual
8/10
Reasoning: Weak Coding: Poor Instruction Following: Adequate Structured Output: Weak Math: Strong Multilingual: Strong
View ornith-1.5-9b_hybr… details | View qwen3-vl:2b 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