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Technical AI benchmarks are confusing and fail to capture the market 'vibe' that dictates adoption. Investors and developers must manually gauge social media hype to understand a model's momentum, a subjective and inefficient process.
A 'VibesBench' platform that quantifies AI model perception. It tracks sentiment and discussion volume across online communities to generate a simple VibeScore for new releases, offering an instant, data-driven snapshot of market reception beyond complex leaderboards.