Hackathons in the vibe coding era: our token economics experiment

I would say so. In this exercise, more tokens meant better results. Though DeepSeek tokens were as good as frontier ones.

In this hackathon, how much data you analyzed was correlated with tokens spent.

Analyzing the whole dataset gave the best insights, but cost more tokens. Using a small dataset could save tokens, but some insights were premature.