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qwen3-next-80b-t48:latest

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Not Rec.

Jul 31, 2026 · Intel Xeon® E5-4620 0

gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor

Global Score
70 vs 81
Hardware Fit
39 vs 100
Quality Score
83 vs 73

Hardware

qwen3-next-80b-t48… gemma3n:latest
MachineDell Inc. PowerEdge R820Supermicro AS -2015HS-TNR
CPUIntel Xeon® E5-4620 0AMD EPYC 9654P 96-Core Processor
Cores6464
RAM256 GB128 GB
GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348Ubuntu 24.04.3 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen3-next-80b-t48… gemma3n:latest
Tokens/sec3.0108.7
First chunk3265 ms333 ms
TTFT3.3 s333 ms
Load time82.1 s4.5 s
Memory usage46.9 GB8.6 GB
Memory %18%7%

HW Fit Score Breakdown

qwen3-next-80b-t48:latest

Speed
3/50
TTFT
6/20
Memory
30/30

gemma3n:latest

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

Quality

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

gemma3n:latest

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