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gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Jul 7, 2026 · Cortex-X925

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

Hardware

gemma4:12b qwen3-next-80b-t48…
MachineASUSTeK COMPUTER INC. GX10Dell Inc. PowerEdge R820
CPUCortex-X925Intel Xeon® E5-4620 0
Cores2064
RAM122 GB256 GB
GPUDevice 2e12Microsoft Remote Display Adapter, Microsoft Basic Display Adapter
OSUbuntu 24.04.4 LTSMicrosoft Windows Server 2022 Datacenter 10.0.20348
Archarm64x64
Power Modeperformancebalanced

Performance

gemma4:12b qwen3-next-80b-t48…
Tokens/sec26.83.0
First chunk632 ms3265 ms
TTFT30.0 s3.3 s
Load time5.4 s82.1 s
Memory usage9.3 GB46.9 GB
Memory %8%18%

HW Fit Score Breakdown

gemma4:12b

Speed
29/50
TTFT
0/20
Memory
30/30

qwen3-next-80b-t48:latest

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

Quality

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

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