deepseek-r1:1.5b

OLLAMA GGUF

qwen2 · 1.8B · Q4_K_M

Good

Jun 26, 2026 · Cortex-A78AE

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

60 vs 91

Hardware Fit

90 vs 89

Quality Score

47 vs 92

Hardware

deepseek-r1:1.5b gemma-4-31b-it-qat

MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperASUS

CPUCortex-A78AEAMD Ryzen 7 7800X3D 8-Core Processor

Cores616

RAM7 GB31 GB

GPUIntegrated / UnknownNVIDIA GeForce RTX 4090, Raphael

OSUbuntu 22.04.5 LTScachyos rolling

Archarm64x64

Power Modebalancedlow-power

Performance

deepseek-r1:1.5b gemma-4-31b-it-qat

Tokens/sec34.640.2

First chunk5314 ms3 ms

TTFT5.3 s302 ms

Load time5.1 sN/A

Memory usage1.1 GB18.8 GB

Memory %15%62%

HW Fit Score Breakdown

deepseek-r1:1.5b

Speed

50/50

TTFT

10/20

Memory

30/30

gemma-4-31b-it-qat

Speed

50/50

TTFT

20/20

Memory

19/30

Quality

deepseek-r1:1.5b

Reasoning

11/20

Coding

6/20

Instruction

7/20

Structured

4/15

Math

14/15

Multilingual

5/10

Reasoning: Adequate Coding: Weak Instruction Following: Weak Structured Output: Weak Math: Strong Multilingual: Weak

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

View deepseek-r1:1.5b details | View gemma-4-31b-it-qat 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