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-3b-instruct-mlx

LM-STUDIO MLX

qwen2 · 3B · 4bit

Good

Mar 4, 2026 · Apple M4

Global Score

66 vs 73

Hardware Fit

51 vs 100

Quality Score

73 vs 61

Hardware

ornith-1.5-9b_hybr… qwen2.5-coder-3b-i…

MachineMicro-Star International Co., Ltd. MS-7C37MacBook Air

CPUAMD Ryzen 9 3900X 12-Core ProcessorApple M4

Cores2410

RAM128 GB32 GB

GPUIntel(R) Arc(TM) Pro B70 GraphicsApple M4

OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.3

Archx64arm64

Power Modebalancedbalanced

Performance

ornith-1.5-9b_hybr… qwen2.5-coder-3b-i…

Tokens/sec5.452.3

First chunk39 ms285 ms

TTFT940 ms285 ms

Load timeN/AN/A

Memory usage10.7 GB1.6 GB

Memory %8%5%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

Memory

30/30

qwen2.5-coder-3b-instru…

Speed

50/50

TTFT

20/20

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

qwen2.5-coder-3b-instru…

Reasoning

7/20

Coding

14/20

Instruction

13/20

Structured

14/15

Math

4/15

Multilingual

9/10

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

View ornith-1.5-9b_hybr… details | View qwen2.5-coder-3b-i… 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