ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

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

qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K

Global Score

66 vs 68

Hardware Fit

51 vs 59

Quality Score

73 vs 72

Hardware

ornith-1.5-9b_hybr… qwen2.5-coder:7b

MachineMicro-Star International Co., Ltd. MS-7C37ASUS

CPUAMD Ryzen 9 3900X 12-Core ProcessorIntel Gen Intel® Core™ i7-13700K

Cores2424

RAM128 GB64 GB

GPUIntel(R) Arc(TM) Pro B70 GraphicsNVIDIA GeForce RTX 3070

OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro 10.0.26200

Archx64x64

Power Modebalancedunknown

Performance

ornith-1.5-9b_hybr… qwen2.5-coder:7b

Tokens/sec5.434.4

First chunk39 ms1991 ms

TTFT940 ms2.0 s

Load timeN/A40.6 s

Memory usage10.7 GB5.0 GB

Memory %8%8%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

Memory

30/30

qwen2.5-coder:7b

Speed

38/50

TTFT

12/20

Memory

9/30

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

qwen2.5-coder:7b

Reasoning

11/20

Coding

18/20

Instruction

12/20

Structured

13/15

Math

9/15

Multilingual

9/10

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

View ornith-1.5-9b_hybr… details | View qwen2.5-coder:7b 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