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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:8b

OLLAMA GGUF

qwen3vl · 8.8B · Q4_K_M

Good

Apr 28, 2026 · Intel Xeon® Gold 6230

Global Score
66 vs 72
Hardware Fit
51 vs 89
Quality Score
73 vs 64

Hardware

ornith-1.5-9b_hybr… qwen3-vl:8b
MachineMicro-Star International Co., Ltd. MS-7C37HP HP Z8 G4 Workstation
CPUAMD Ryzen 9 3900X 12-Core ProcessorIntel Xeon® Gold 6230
Cores2480
RAM128 GB252 GB
GPUIntel(R) Arc(TM) Pro B70 GraphicsTU104GL [Quadro RTX 5000]
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

ornith-1.5-9b_hybr… qwen3-vl:8b
Tokens/sec5.468.2
First chunk39 ms285 ms
TTFT940 ms2.0 s
Load timeN/A42.4 s
Memory usage10.7 GB7.1 GB
Memory %8%3%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

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

qwen3-vl:8b

Speed
50/50
TTFT
9/20
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:8b

Reasoning
16/20
Coding
3/20
Instruction
10/20
Structured
11/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Strong Multilingual: Strong
View ornith-1.5-9b_hybr… details | View qwen3-vl:8b 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