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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-next-80b-t48:latest

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Not Rec.

Jul 31, 2026 · Intel Xeon® E5-4620 0

Global Score
66 vs 70
Hardware Fit
51 vs 39
Quality Score
73 vs 83

Hardware

ornith-1.5-9b_hybr… qwen3-next-80b-t48…
MachineMicro-Star International Co., Ltd. MS-7C37Dell Inc. PowerEdge R820
CPUAMD Ryzen 9 3900X 12-Core ProcessorIntel Xeon® E5-4620 0
Cores2464
RAM128 GB256 GB
GPUIntel(R) Arc(TM) Pro B70 GraphicsMicrosoft Remote Display Adapter, Microsoft Basic Display Adapter
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows Server 2022 Datacenter 10.0.20348
Archx64x64
Power Modebalancedbalanced

Performance

ornith-1.5-9b_hybr… qwen3-next-80b-t48…
Tokens/sec5.43.0
First chunk39 ms3265 ms
TTFT940 ms3.3 s
Load timeN/A82.1 s
Memory usage10.7 GB46.9 GB
Memory %8%18%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

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

qwen3-next-80b-t48:latest

Speed
3/50
TTFT
6/20
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-next-80b-t48:latest

Reasoning
18/20
Coding
18/20
Instruction
9/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Weak Structured Output: Strong Math: Strong Multilingual: Strong
View ornith-1.5-9b_hybr… details | View qwen3-next-80b-t48… 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