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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

qwen3.6-35b-a3b-mtp

LM-STUDIO GGUF

qwen35moe · 35B · IQ3_XXS

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score
66 vs 77
Hardware Fit
51 vs 55
Quality Score
73 vs 86

Hardware

ornith-1.5-9b_hybr… qwen3.6-35b-a3b-mtp
MachineMicro-Star International Co., Ltd. MS-7C37Docker Container
CPUAMD Ryzen 9 3900X 12-Core ProcessorIntel Gen Intel® Core™ i9-11900H
Cores2416
RAM128 GB15 GB
GPUIntel(R) Arc(TM) Pro B70 GraphicsTigerLake-H GT1 [UHD Graphics]
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 26.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

ornith-1.5-9b_hybr… qwen3.6-35b-a3b-mtp
Tokens/sec5.49.2
First chunk39 ms38 ms
TTFT940 ms4.7 s
Load timeN/A46.7 s
Memory usage10.7 GB0.0 GB
Memory %8%0%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

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

qwen3.6-35b-a3b-mtp

Speed
16/50
TTFT
9/20
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

qwen3.6-35b-a3b-mtp

Reasoning
16/20
Coding
18/20
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 qwen3.6-35b-a3b-mtp 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