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qwen3-235b-a22b-t48-c8k:latest

OLLAMA GGUF

qwen3moe · 235.1B · Q4_K_M

Not Rec.

Aug 23, 2026 · Intel Xeon® E5-4650 v2

ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score
61 vs 66
Hardware Fit
31 vs 51
Quality Score
74 vs 73

Hardware

qwen3-235b-a22b-t4… ornith-1.5-9b_hybr…
MachineDell Inc. PowerEdge R820Micro-Star International Co., Ltd. MS-7C37
CPUIntel Xeon® E5-4650 v2AMD Ryzen 9 3900X 12-Core Processor
Cores8024
RAM256 GB128 GB
GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterIntel(R) Arc(TM) Pro B70 Graphics
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen3-235b-a22b-t4… ornith-1.5-9b_hybr…
Tokens/sec1.75.4
First chunk3351 ms39 ms
TTFT3.4 s940 ms
Load time0.0 sN/A
Memory usage134.2 GB10.7 GB
Memory %52%8%

HW Fit Score Breakdown

qwen3-235b-a22b-t48-c8k…

Speed
1/50
TTFT
6/20
Memory
24/30

ornith-1.5-9b_hybrid-im…

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

Quality

qwen3-235b-a22b-t48-c8k…

Reasoning
19/20
Coding
11/20
Instruction
7/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Strong Math: Strong Multilingual: Strong

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

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