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qwen3-next:80b-a3b-instruct-q4_K_M

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Not Rec.

Aug 23, 2026 · Intel Xeon® E5-4650 v2

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
74 vs 74
Hardware Fit
42 vs 46
Quality Score
87 vs 86

Hardware

qwen3-next:80b-a3b… google/gemma-4-12b…
MachineDell Inc. PowerEdge R820Docker Container
CPUIntel Xeon® E5-4650 v2Intel Gen Intel® Core™ i9-11900H
Cores8016
RAM256 GB15 GB
GPUMicrosoft 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-a3b… google/gemma-4-12b…
Tokens/sec3.95.0
First chunk2089 ms64 ms
TTFT2.1 s5.5 s
Load time73.3 s9.5 s
Memory usage46.9 GB0.0 GB
Memory %18%0%

HW Fit Score Breakdown

qwen3-next:80b-a3b-inst…

Speed
3/50
TTFT
9/20
Memory
30/30

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

Speed
9/50
TTFT
7/20
Memory
30/30

Quality

qwen3-next:80b-a3b-inst…

Reasoning
18/20
Coding
19/20
Instruction
12/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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-a3b… 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