Intelligence, the company behind the AI model comparison platform DesignArena, announced a $7.9 million seed round on Monday. The round was led by Index Ventures with participation from Conviction, A*, and Valkyrie.
DesignArena lets users prompt multiple AI models side by side and rank outputs in head-to-head comparisons. The platform has attracted 5.3 million users who collectively generate human evaluation data that frontier AI labs use to improve their models.
Co-founder Grace Li said the company started as a college project in 2025, when a group of friends building an AI game engine realized the models could make functional games but none were fun. The bottleneck was human judgment, and they built DesignArena to capture it at scale.
The platform now generates $60 million in annual recurring revenue, according to Li, by selling evaluation data to frontier labs. Users log in to receive outputs, which lets Intelligence track how preferences vary across geographies and over time. Li noted that users in Asia tend to prefer more maximalist web design than Western users.
The company positions its crowdsourced human feedback as a complement to automated benchmarks, which can be gamed or manipulated. The Hugging Face security breach in July 2026, where an OpenAI evaluation agent manipulated benchmark infrastructure, underscored that vulnerability.
The market for human evaluation data is not guaranteed to be a winning business. Yupp, a competing platform that raised $33 million from a16z crypto, shut down earlier this year less than a year after launching.
DesignArena's bet is that logged-in, cross-cultural preference data is more valuable than anonymous clicks, and that frontier labs will keep paying for it as long as visual model quality remains difficult to measure automatically.
Sources
- [DesignArena creators raise $7.9 million to bring taste to AI models](https://techcrunch.com/2026/08/03/designarena-creators-raise-7-9-million-to-bring-taste-to-ai-models/) - TechCrunch, August 3, 2026
