phi-1_5

LM-STUDIO GGUF

phi2 · Q8_0

Not Rec.

Mar 6, 2026 · Intel Core™ i5-5300U

starcoder2:3b

OLLAMA GGUF

starcoder2 · 3B · Q4_0

Not Rec.

Jun 26, 2026 · Cortex-A78AE

Global Score

28 vs 35

Hardware Fit

66 vs 100

Quality Score

11 vs 7

Hardware

phi-1_5 starcoder2:3b

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

phi-1_5 starcoder2:3b

Tokens/sec6.931.5

First chunk3040 ms392 ms

TTFT3.0 s392 ms

Load timeN/A4.8 s

Memory usage1.4 GB1.8 GB

Memory %9%24%

HW Fit Score Breakdown

phi-1_5

Speed

24/50

TTFT

16/20

Memory

26/30

starcoder2:3b

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

phi-1_5

Reasoning

2/20

Coding

2/20

Instruction

3/20

Structured

0/15

Math

2/15

Multilingual

2/10

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

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

View phi-1_5 details | View starcoder2:3b 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