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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

google/gemma-4-12b-it-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score
70 vs 74
Hardware Fit
39 vs 46
Quality Score
83 vs 86

Hardware

qwen3-next-80b-t48… google/gemma-4-12b…
MachineDell Inc. PowerEdge R820Docker Container
CPUIntel Xeon® E5-4620 0Intel Gen Intel® Core™ i9-11900H
Cores6416
RAM256 GB15 GB
GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterTigerLake-H GT1 [UHD Graphics]
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348Ubuntu 26.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen3-next-80b-t48… google/gemma-4-12b…
Tokens/sec3.05.0
First chunk3265 ms64 ms
TTFT3.3 s5.5 s
Load time82.1 s9.5 s
Memory usage46.9 GB0.0 GB
Memory %18%0%

HW Fit Score Breakdown

qwen3-next-80b-t48:latest

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

google/gemma-4-12b-it-qat

Speed
9/50
TTFT
7/20
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

google/gemma-4-12b-it-qat

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View qwen3-next-80b-t48… details | View google/gemma-4-12b… details

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