ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

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

qwen3-next:80b-a3b-instruct-q4_K_M

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Not Rec.

Aug 23, 2026 · Intel Xeon® E5-4650 v2

Global Score

66 vs 74

Hardware Fit

51 vs 42

Quality Score

73 vs 87

Hardware

ornith-1.5-9b_hybr… qwen3-next:80b-a3b…

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 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-next:80b-a3b…

Tokens/sec5.43.9

First chunk39 ms2089 ms

TTFT940 ms2.1 s

Load timeN/A73.3 s

Memory usage10.7 GB46.9 GB

Memory %8%18%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

Memory

30/30

qwen3-next:80b-a3b-inst…

Speed

3/50

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-next:80b-a3b-inst…

Reasoning

18/20

Coding

19/20

Instruction

12/20

Structured

15/15

Math

13/15

Multilingual

10/10

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

View ornith-1.5-9b_hybr… details | View qwen3-next:80b-a3b… 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