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nvidia-nemotron-3-nano-4b

LM-STUDIO GGUF

nemotron_h · 4B · Q4_K_M

Excellent

Oct 24, 2026 · Intel Core™ i3-9100F

gemma-4-31b-it-qat

LM-STUDIO GGUF

gemma4 · 31B · Q4_K_XL

Excellent

Jul 7, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score
83 vs 91
Hardware Fit
100 vs 89
Quality Score
75 vs 92

Hardware

nvidia-nemotron-3-… gemma-4-31b-it-qat
MachineGigabyte Technology Co., Ltd. H310M S2 2.0ASUS
CPUIntel Core™ i3-9100FAMD Ryzen 7 7800X3D 8-Core Processor
Cores416
RAM16 GB31 GB
GPUVirtual Desktop Monitor, NVIDIA GeForce GTX 1650NVIDIA GeForce RTX 4090, Raphael
OSМайкрософт Windows 10 Pro 10.0.19045cachyos rolling
Archx64x64
Power Modebalancedlow-power

Performance

nvidia-nemotron-3-… gemma-4-31b-it-qat
Tokens/sec28.940.2
First chunk22 ms3 ms
TTFT580 ms302 ms
Load timeN/AN/A
Memory usage3.8 GB18.8 GB
Memory %24%62%

HW Fit Score Breakdown

nvidia-nemotron-3-nano-4b

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

gemma-4-31b-it-qat

Speed
50/50
TTFT
20/20
Memory
19/30

Quality

nvidia-nemotron-3-nano-4b

Reasoning
15/20
Coding
12/20
Instruction
16/20
Structured
14/15
Math
8/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

gemma-4-31b-it-qat

Reasoning
19/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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