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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

llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

Global Score
66 vs 81
Hardware Fit
51 vs 100
Quality Score
73 vs 73

Hardware

ornith-1.5-9b_hybr… llama-3.1-8b-instr…
MachineMicro-Star International Co., Ltd. MS-7C37ASUS
CPUAMD Ryzen 9 3900X 12-Core ProcessorAMD Ryzen 5 5500
Cores2412
RAM128 GB31 GB
GPUIntel(R) Arc(TM) Pro B70 GraphicsNavi 44 [Radeon RX 9060 XT]
OSMicrosoft Windows 11 Pro 10.0.26200Nobara Linux 43
Archx64x64
Power Modebalancedperformance

Performance

ornith-1.5-9b_hybr… llama-3.1-8b-instr…
Tokens/sec5.435.6
First chunk39 ms52 ms
TTFT940 ms256 ms
Load timeN/AN/A
Memory usage10.7 GB8.6 GB
Memory %8%28%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

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

llama-3.1-8b-instruct

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

llama-3.1-8b-instruct

Reasoning
13/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
View ornith-1.5-9b_hybr… details | View llama-3.1-8b-instr… 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