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

OLLAMA GGUF

qwen3moe · 235.1B · Q4_K_M

Not Rec.

Aug 2, 2026 · Intel Xeon® E5-4620 0

slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score
43 vs 79
Hardware Fit
28 vs 78
Quality Score
49 vs 79

Hardware

qwen3-235b-a22b-t4… slim-rpcache-ornit…
MachineDell Inc. PowerEdge R820ASUS
CPUIntel Xeon® E5-4620 0AMD Ryzen 7 7800X3D 8-Core Processor
Cores6416
RAM256 GB31 GB
GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterNVIDIA GeForce RTX 4090, Raphael
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348cachyos rolling
Archx64x64
Power Modebalancedperformance

Performance

qwen3-235b-a22b-t4… slim-rpcache-ornit…
Tokens/sec0.752.3
First chunk6361 ms11 ms
TTFT6.4 s177 ms
Load time0.9 sN/A
Memory usage134.2 GB25.6 GB
Memory %52%84%

HW Fit Score Breakdown

qwen3-235b-a22b-t48-c8k…

Speed
1/50
TTFT
3/20
Memory
24/30

slim-rpcache-ornith-1.0…

Speed
50/50
TTFT
20/20
Memory
8/30

Quality

qwen3-235b-a22b-t48-c8k…

Reasoning
19/20
Coding
2/20
Instruction
4/20
Structured
2/15
Math
13/15
Multilingual
9/10
Reasoning: Strong Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Strong Multilingual: Strong

slim-rpcache-ornith-1.0…

Reasoning
16/20
Coding
16/20
Instruction
14/20
Structured
14/15
Math
9/15
Multilingual
10/10
Reasoning: Strong Coding: Strong 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