gemma-2-2b-it

LM-STUDIO GGUF

gemma2 · 2B · Q4_K_M

Marginal

Mar 6, 2026 · Intel Core™ i5-5300U

deepseek-r1:1.5b

OLLAMA GGUF

qwen2 · 1.8B · Q4_K_M

Good

Jun 26, 2026 · Cortex-A78AE

Global Score

58 vs 60

Hardware Fit

50 vs 90

Quality Score

62 vs 47

Hardware

gemma-2-2b-it deepseek-r1:1.5b

MachineLENOVO 20BUS00700NVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super

CPUIntel Core™ i5-5300UCortex-A78AE

Cores46

RAM16 GB7 GB

GPUIntel(R) HD Graphics 5500Integrated / Unknown

OSMicrosoft Windows 10 Professionnel 10.0.19045Ubuntu 22.04.5 LTS

Archx64arm64

Power Modebalancedbalanced

Performance

gemma-2-2b-it deepseek-r1:1.5b

Tokens/sec3.634.6

First chunk4509 ms5314 ms

TTFT4.5 s5.3 s

Load timeN/A5.1 s

Memory usage1.6 GB1.1 GB

Memory %10%15%

HW Fit Score Breakdown

gemma-2-2b-it

Speed

14/50

TTFT

12/20

Memory

24/30

deepseek-r1:1.5b

Speed

50/50

TTFT

10/20

Memory

30/30

Quality

gemma-2-2b-it

Reasoning

11/20

Coding

8/20

Instruction

14/20

Structured

15/15

Math

4/15

Multilingual

10/10

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

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

View gemma-2-2b-it details | View deepseek-r1:1.5b 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