As developer personally I get real IR metrics without building a labelling pipeline. Most vendors in this space will happily let you go to production on vibes but vertex is built on evaluation models that ships. Vertex can help companies and team to skip entire retrieval stack since Google's parser handles structure-aware chunking at 10 dollars for 1000 pages after the first 1,000 free each month. If you've ever spent three sprints discovering that your PDF splitter cuts tables in half, that's the pitch. Pricing unbundling of Ranking and just checking API is also great feature to help us save some bucks. Review collected by and hosted on G2.com.

Sometimes the tool bites us in search summarization process and multi-turn search are capped at 60 requests per minute per project. To add to pain we also have general pricing that search quota cannot be raised by filing a quota request as per requirement. Review collected by and hosted on G2.com.