qwen3:1.7b

OLLAMA GGUF

qwen3 · 2.0B · Q4_K_M

Good

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

starcoder2:3b

OLLAMA GGUF

starcoder2 · 3B · Q4_0

Not Rec.

Jun 26, 2026 · Cortex-A78AE

Global Score

72 vs 35

Hardware Fit

92 vs 100

Quality Score

63 vs 7

Hardware

qwen3:1.7b starcoder2:3b

MachineAZW GTR ProNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super

CPUAMD RYZEN AI MAX+ 395Cortex-A78AE

Cores326

RAM125 GB7 GB

GPUAMD Radeon 8060SIntegrated / Unknown

OSUbuntu 24.04.4 LTSUbuntu 22.04.5 LTS

Archx64arm64

Power Modelow-powerbalanced

Performance

qwen3:1.7b starcoder2:3b

Tokens/sec120.731.5

First chunk93 ms392 ms

TTFT1.5 s392 ms

Load time2.5 s4.8 s

Memory usage5.8 GB1.8 GB

Memory %5%24%

HW Fit Score Breakdown

qwen3:1.7b

Speed

50/50

TTFT

12/20

Memory

30/30

starcoder2:3b

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

qwen3:1.7b

Reasoning

13/20

Coding

6/20

Instruction

13/20

Structured

14/15

Math

7/15

Multilingual

10/10

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

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 qwen3:1.7b 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