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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

gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Jul 7, 2026 · Cortex-X925

Global Score
70 vs 77
Hardware Fit
39 vs 59
Quality Score
83 vs 84

Hardware

qwen3-next-80b-t48… gemma4:12b
MachineDell Inc. PowerEdge R820ASUSTeK COMPUTER INC. GX10
CPUIntel Xeon® E5-4620 0Cortex-X925
Cores6420
RAM256 GB122 GB
GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterDevice 2e12
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348Ubuntu 24.04.4 LTS
Archx64arm64
Power Modebalancedperformance

Performance

qwen3-next-80b-t48… gemma4:12b
Tokens/sec3.026.8
First chunk3265 ms632 ms
TTFT3.3 s30.0 s
Load time82.1 s5.4 s
Memory usage46.9 GB9.3 GB
Memory %18%8%

HW Fit Score Breakdown

qwen3-next-80b-t48:latest

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

gemma4:12b

Speed
29/50
TTFT
0/20
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

gemma4:12b

Reasoning
17/20
Coding
17/20
Instruction
13/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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