qwen3-vl:2b

OLLAMA GGUF

qwen3vl · 2.1B · 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

62 vs 35

Hardware Fit

99 vs 100

Quality Score

46 vs 7

Hardware

qwen3-vl:2b 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-vl:2b starcoder2:3b

Tokens/sec127.431.5

First chunk101 ms392 ms

TTFT630 ms392 ms

Load time5.9 s4.8 s

Memory usage33.2 GB1.8 GB

Memory %27%24%

HW Fit Score Breakdown

qwen3-vl:2b

Speed

50/50

TTFT

19/20

Memory

30/30

starcoder2:3b

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

qwen3-vl:2b

Reasoning

7/20

Coding

0/20

Instruction

11/20

Structured

7/15

Math

13/15

Multilingual

8/10

Reasoning: Weak Coding: Poor Instruction Following: Adequate Structured Output: Weak Math: Strong 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-vl:2b 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