starcoder2:3b

OLLAMA GGUF

starcoder2 · 3B · Q4_0

Not Rec.

Jun 26, 2026 · Cortex-A78AE

gemma-2-2b-it

LM-STUDIO GGUF

gemma2 · 2B · Q4_K_M

Marginal

Mar 6, 2026 · Intel Core™ i5-5300U

Global Score

35 vs 58

Hardware Fit

100 vs 50

Quality Score

7 vs 62

Hardware

starcoder2:3b gemma-2-2b-it

MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperLENOVO 20BUS00700

CPUCortex-A78AEIntel Core™ i5-5300U

Cores64

RAM7 GB16 GB

GPUIntegrated / UnknownIntel(R) HD Graphics 5500

OSUbuntu 22.04.5 LTSMicrosoft Windows 10 Professionnel 10.0.19045

Archarm64x64

Power Modebalancedbalanced

Performance

starcoder2:3b gemma-2-2b-it

Tokens/sec31.53.6

First chunk392 ms4509 ms

TTFT392 ms4.5 s

Load time4.8 sN/A

Memory usage1.8 GB1.6 GB

Memory %24%10%

HW Fit Score Breakdown

starcoder2:3b

Speed

50/50

TTFT

20/20

Memory

30/30

gemma-2-2b-it

Speed

14/50

TTFT

12/20

Memory

24/30

Quality

starcoder2:3b

Reasoning

0/20

Coding

3/20

Instruction

1/20

Structured

0/15

Math

1/15

Multilingual

2/10

Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor

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

View starcoder2:3b details | View gemma-2-2b-it 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