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

Excellent

Aug 1, 2026 · Intel Xeon® E5-2637 v3

Global Score

66 vs 80

Hardware Fit

51 vs 54

Quality Score

73 vs 91

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 5060 Ti

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/sec5.414.9

First chunk39 ms1808 ms

TTFT940 ms1.8 s

Load timeN/A95.0 s

Memory usage10.7 GB48.0 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

16/50

TTFT

13/20

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

16/20

Structured

15/15

Math

13/15

Multilingual

10/10

Reasoning: Strong Coding: Strong Instruction Following: Strong 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