CrofAI Is an OpenRouter Wrapper (kendell.dev)

CrofAI has emerged as an OpenRouter wrapper, accepting the openrouter:advisor tool, which allows it to route requests to various models, often choosing cheaper or weaker options than those initially requested. This practice, designed to maintain low prices, has raised concerns within the AI/ML community as users observed instances of CrofAI unintentionally "falling back" to OpenRouter, even when explicitly disabled. Key models include DeepSeek V4 Flash and GLM variations, which were reportedly displaying OpenRouter signatures in their responses despite CrofAI’s assertions against it. The implications of this routing strategy are significant for developers and users who rely on CrofAI for accurate and performant AI inference. As users test and monitor the platform, discrepancies in responses and performance are observed, prompting calls for transparency. The recent attempts by CrofAI to patch these issues and maintain a clearer distinction between its services and OpenRouter signify the importance of integrity in AI model deployment. The ongoing discourse highlights the broader challenges of maintaining consistent inference quality in a market with varying model capabilities and pricing structures.