adityakale/kotakneo
OLLAMA GGUFAug 5, 2026 · AMD RYZEN AI MAX+ 395
qwen3-235b-a22b-t48-c8k:latest
OLLAMA GGUFqwen3moe · 235.1B · Q4_K_M
Sep 7, 2026 · Intel Xeon® E5-4650 v2
Global Score
77 vs 65
Hardware Fit
100 vs 29
Quality Score
67 vs 81
Hardware
adityakale/kotakneo qwen3-235b-a22b-t4…
MachineAZW GTR ProDell Inc. PowerEdge R820
CPUAMD RYZEN AI MAX+ 395Intel Xeon® E5-4650 v2
Cores3280
RAM125 GB256 GB
GPURadeon 8060SMicrosoft Remote Display Adapter, NVIDIA Tesla P4, NVIDIA Tesla P4, Microsoft Basic Display Adapter
OSUbuntu 24.04.4 LTSMicrosoft Windows Server 2022 Datacenter 10.0.20348
Archx64x64
Power Modelow-powerbalanced
Performance
adityakale/kotakneo qwen3-235b-a22b-t4…
Tokens/sec81.22.4
First chunk183 ms5833 ms
TTFT183 ms5.8 s
Load time2.5 s0.0 s
Memory usage17.8 GB135.1 GB
Memory %14%53%
HW Fit Score Breakdown
adityakale/kotakneo
Speed
50/50
TTFT
20/20
Memory
30/30
qwen3-235b-a22b-t48-c8k…
Speed
2/50
TTFT
3/20
Memory
24/30
Quality
adityakale/kotakneo
Reasoning
11/20
Coding
14/20
Instruction
16/20
Structured
14/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Poor Multilingual: Strong
qwen3-235b-a22b-t48-c8k…
Reasoning
19/20
Coding
15/20
Instruction
10/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest