ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

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

qwen3-235b-a22b-t48-c8k:latest

OLLAMA GGUF

qwen3moe · 235.1B · Q4_K_M

Not Rec.

Aug 23, 2026 · Intel Xeon® E5-4650 v2

Global Score

66 vs 61

Hardware Fit

51 vs 31

Quality Score

73 vs 74

Hardware

ornith-1.5-9b_hybr… qwen3-235b-a22b-t4…

MachineMicro-Star International Co., Ltd. MS-7C37Dell Inc. PowerEdge R820

CPUAMD Ryzen 9 3900X 12-Core ProcessorIntel Xeon® E5-4650 v2

Cores2480

RAM128 GB256 GB

GPUIntel(R) Arc(TM) Pro B70 GraphicsMicrosoft Remote Display Adapter, Microsoft Basic Display Adapter

OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows Server 2022 Datacenter 10.0.20348

Archx64x64

Power Modebalancedbalanced

Performance

ornith-1.5-9b_hybr… qwen3-235b-a22b-t4…

Tokens/sec5.41.7

First chunk39 ms3351 ms

TTFT940 ms3.4 s

Load timeN/A0.0 s

Memory usage10.7 GB134.2 GB

Memory %8%52%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

Memory

30/30

qwen3-235b-a22b-t48-c8k…

Speed

1/50

TTFT

6/20

Memory

24/30

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

qwen3-235b-a22b-t48-c8k…

Reasoning

19/20

Coding

11/20

Instruction

7/20

Structured

14/15

Math

13/15

Multilingual

10/10

Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Strong Math: Strong Multilingual: Strong

View ornith-1.5-9b_hybr… details | View qwen3-235b-a22b-t4… 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