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ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

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

llama3.2:latest

OLLAMA GGUF

llama · 3.2B · Q4_K_M

Good

May 27, 2026 · AMD Ryzen 5 2600X Six-Core Processor

Global Score
66 vs 76
Hardware Fit
51 vs 100
Quality Score
73 vs 65

Hardware

ornith-1.5-9b_hybr… llama3.2:latest
MachineMicro-Star International Co., Ltd. MS-7C37Micro-Star International Co., Ltd. MS-7B79
CPUAMD Ryzen 9 3900X 12-Core ProcessorAMD Ryzen 5 2600X Six-Core Processor
Cores2412
RAM128 GB16 GB
GPUIntel(R) Arc(TM) Pro B70 GraphicsNVIDIA GeForce GTX 1080
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Famille 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

ornith-1.5-9b_hybr… llama3.2:latest
Tokens/sec5.457.0
First chunk39 ms264 ms
TTFT940 ms264 ms
Load timeN/A9.7 s
Memory usage10.7 GB2.6 GB
Memory %8%16%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

Speed
5/50
TTFT
16/20
Memory
30/30

llama3.2:latest

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

llama3.2:latest

Reasoning
11/20
Coding
15/20
Instruction
15/20
Structured
12/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Poor Multilingual: Strong
View ornith-1.5-9b_hybr… details | View llama3.2:latest 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