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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

LM-STUDIO GGUF

qwen35moe · 35B · Q4_K_M

Excellent

Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score
66 vs 88
Hardware Fit
51 vs 87
Quality Score
73 vs 89

Hardware

ornith-1.5-9b_hybr… qwen/qwen3.6-35b-a3b
MachineMicro-Star International Co., Ltd. MS-7C37Micro-Star International Co., Ltd. MS-7E51
CPUAMD Ryzen 9 3900X 12-Core ProcessorAMD Ryzen 7 9700X 8-Core Processor
Cores2416
RAM128 GB31 GB
GPUIntel(R) Arc(TM) Pro B70 GraphicsNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

ornith-1.5-9b_hybr… qwen/qwen3.6-35b-a3b
Tokens/sec5.486.1
First chunk39 ms14 ms
TTFT940 ms211 ms
Load timeN/AN/A
Memory usage10.7 GB20.5 GB
Memory %8%66%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

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

qwen/qwen3.6-35b-a3b

Speed
50/50
TTFT
20/20
Memory
17/30

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

Reasoning
16/20
Coding
18/20
Instruction
18/20
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-a3b 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