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ornith-1.5-9b

LM-STUDIO GGUF

qwen35 · 9B · Q6_K

Excellent

Aug 21, 2026 · AMD Ryzen 7 9700X 8-Core Processor

qwen3.5:4b-mlx

OLLAMA GGUF

nvfp4

Good

Aug 25, 2026 · Apple M1 Pro

Global Score
83 vs 68
Hardware Fit
100 vs 91
Quality Score
76 vs 58

Hardware

ornith-1.5-9b qwen3.5:4b-mlx
MachineMicro-Star International Co., Ltd. MS-7E51MacBook Pro
CPUAMD Ryzen 7 9700X 8-Core ProcessorApple M1 Pro
Cores1610
RAM31 GB16 GB
GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsApple M1 Pro
OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.6.2
Archx64arm64
Power Modebalancedbalanced

Performance

ornith-1.5-9b qwen3.5:4b-mlx
Tokens/sec102.942.2
First chunk12 ms201 ms
TTFT101 ms4.4 s
Load timeN/A0.0 s
Memory usage6.8 GB3.8 GB
Memory %22%24%

HW Fit Score Breakdown

ornith-1.5-9b

Speed
50/50
TTFT
20/20
Memory
30/30

qwen3.5:4b-mlx

Speed
50/50
TTFT
11/20
Memory
30/30

Quality

ornith-1.5-9b

Reasoning
13/20
Coding
14/20
Instruction
15/20
Structured
14/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

qwen3.5:4b-mlx

Reasoning
16/20
Coding
2/20
Instruction
13/20
Structured
7/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Poor Instruction Following: Adequate Structured Output: Weak Math: Adequate Multilingual: Strong

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