VITOMIND · TESTED LIVE

Free 32 GB Kaggle GPU vs my 12 GB RTX 3060

The same model, Qwen3.8 27B, on the same two prompts. On Kaggle's free T4 x2 with a 4-bit file of 17 GB, about 12 tokens per second. On my RTX 3060 with a tighter 3-bit file of 9.7 GB, about 19 tokens per second. The cloud builds work after small marked fixes; the two from the smaller file do not work. Two builds are a sample, not a benchmark. Everything runs in your browser.

The builds

Nocturne (3 fixes)
Kaggle free GPU · 2 x T4Nocturne (3 fixes)

A wrong bracket, a missing Seq.play() and a variable that overwrote start(): all marked in the file. Then it plays, and Generate song works.

32.8 min12.2 tok/sWorks after fixes
Nocturne, as written
Kaggle free GPU · 2 x T4Nocturne, as written

Exactly what the model wrote: the script stops on its first line of bad syntax.

32.8 min12.2 tok/sDoes not run
Every Frame (2 fixes)
Kaggle free GPU · 2 x T4Every Frame (2 fixes)

A const and a function with the same name, and a function called window() that overwrote the browser's window. Then the 60 seconds play through all the life stages.

32.1 min12.2 tok/sWorks after fixes
Every Frame, as written
Kaggle free GPU · 2 x T4Every Frame, as written

Exactly what the model wrote: the script does not parse.

32.1 min12.2 tok/sDoes not run
Signal, as written
My RTX 3060 · 12 GBSignal, as written

The interface draws, but the script has a syntax error. One marked fix below shows a second bug behind it. Published as written.

13.8 min19.7 tok/sDoes not run
Signal (1 fix, still broken)
My RTX 3060 · 12 GBSignal (1 fix, still broken)

The first bug fixed and marked: pressing play stops on a second bug in the audio code.

13.8 min19.7 tok/sDoes not run
Every Frame, cut off
My RTX 3060 · 12 GBEvery Frame, cut off

It reached my limit of 24000 tokens before finishing the file, and it has a syntax error too. Published as written.

20.9 min19.2 tok/sDoes not run

Time per build

WhereBuildTimeTokensTokens/sResult
Kaggle free GPU · 2 x T4Nocturne (3 fixes)32.8 min2400012.2Works after fixes
Kaggle free GPU · 2 x T4Every Frame (2 fixes)32.1 min2350012.2Works after fixes
My RTX 3060 · 12 GBSignal, as written13.8 min1629619.7Does not run
My RTX 3060 · 12 GBEvery Frame, cut off20.9 min2400019.2Does not run
🔒

The exact prompts are for Ruocco Academy members. The Academy is not open yet: join the waiting list and you get one email when it opens. The demos on this page are free to use for everyone.

Join the waiting list