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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

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
61 vs 70
Hardware Fit
31 vs 39
Quality Score
74 vs 83

Hardware

qwen3-235b-a22b-t4… qwen3-next-80b-t48…
MachineDell Inc. PowerEdge R820Dell Inc. PowerEdge R820
CPUIntel Xeon® E5-4650 v2Intel Xeon® E5-4620 0
Cores8064
RAM256 GB256 GB
GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterMicrosoft Remote Display Adapter, Microsoft Basic Display Adapter
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348Microsoft Windows Server 2022 Datacenter 10.0.20348
Archx64x64
Power Modebalancedbalanced

Performance

qwen3-235b-a22b-t4… qwen3-next-80b-t48…
Tokens/sec1.73.0
First chunk3351 ms3265 ms
TTFT3.4 s3.3 s
Load time0.0 s82.1 s
Memory usage134.2 GB46.9 GB
Memory %52%18%

HW Fit Score Breakdown

qwen3-235b-a22b-t48-c8k…

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

qwen3-next-80b-t48:latest

Speed
3/50
TTFT
6/20
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

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

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