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

Good

Aug 18, 2026 · Intel Xeon® E5-2637 v3

Global Score

66 vs 78

Hardware Fit

51 vs 51

Quality Score

73 vs 89

Hardware

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

MachineMicro-Star International Co., Ltd. MS-7C37Dell Inc. Precision Tower 7910

CPUAMD Ryzen 9 3900X 12-Core ProcessorIntel Xeon® E5-2637 v3

Cores2416

RAM128 GB96 GB

GPUIntel(R) Arc(TM) Pro B70 GraphicsNVIDIA GeForce RTX 3090, NVIDIA GeForce RTX 3060

OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 10 Pro 10.0.19045

Archx64x64

Power Modebalancedbalanced

Performance

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

Tokens/sec5.48.7

First chunk39 ms1251 ms

TTFT940 ms1.3 s

Load timeN/A61.6 s

Memory usage10.7 GB48.3 GB

Memory %8%50%

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

9/50

TTFT

17/20

Memory

25/30

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

14/20

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