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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

qwen/qwen3.6-35b-a3b:2

LM-STUDIO GGUF

qwen35moe · 35B · Q4_K_M

Good

Sep 19, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score
66 vs 73
Hardware Fit
51 vs 50
Quality Score
73 vs 83

Hardware

ornith-1.5-9b_hybr… qwen/qwen3.6-35b-a…
MachineMicro-Star International Co., Ltd. MS-7C37System manufacturer
CPUAMD Ryzen 9 3900X 12-Core ProcessorAMD Ryzen 7 5800X 8-Core Processor
Cores2416
RAM128 GB31 GB
GPUIntel(R) Arc(TM) Pro B70 GraphicsNavi 44 [Radeon RX 9060 XT]
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 26.04.1 LTS
Archx64x64
Power Modebalancedlow-power

Performance

ornith-1.5-9b_hybr… qwen/qwen3.6-35b-a…
Tokens/sec5.410.5
First chunk39 ms4 ms
TTFT940 ms1.7 s
Load timeN/AN/A
Memory usage10.7 GB21.4 GB
Memory %8%69%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

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

qwen/qwen3.6-35b-a3b:2

Speed
16/50
TTFT
18/20
Memory
16/30

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

qwen/qwen3.6-35b-a3b:2

Reasoning
16/20
Coding
15/20
Instruction
15/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View ornith-1.5-9b_hybr… details | View qwen/qwen3.6-35b-a… 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