Google AI vs Anthropic — Comparison

What do you like best about Vertex AI?the usage of multimodality and agentic coding Review collected by and hosted on G2.com.What do you dislike about Vertex AI?I dislike the high costs, a steep learning curve, and complex, non-intuitive workflows Review collected by and hosted on G2.com.

What do you like best about Vertex AI?I use Vertex AI for content creation, improving workflows, and RAG purposes. It significantly cuts down the time spent on research and allows me to tailor output and formatting, which saves even more time. In terms of workflows, it helps produce copy at a faster rate and capacity while maintaining good quality, allowing us to scale. I love that Vertex AI is an enterprise solution with safety and compliance features. It's a great all-in-one tool for enterprises, capable of RAG, generative text/video/images, building agents, etc. It's just a nice playground to have access to for creating tools, and it's enabled my team and me to do things that were previously not possible. The access to generative AI with Google Search grounding and System Instructions customization is super advantageous, allowing my team to scale production of marketing copy effectively. Review collected by and hosted on G2.com.What do you dislike about Vertex AI?The UI is quite bloated. There are features that could be advertised better (or those that are in preview) like the AI Agent Builder. Depending on the user role, it could be better to adjust the UI to be more accessible and simple, perhaps by renaming some categories and features, including some documentation on the pages themselves. Review collected by and hosted on G2.com.

What do you like best about Vertex AI?I appreciate that Vertex AI helped us extract relevant points faster from documents, turning unstructured information into something we could easily present and share with stakeholders. I love the documentation and how it enabled us to quickly test different approaches from design to practical implementation, building the whole machine learning stack ourselves. Trying different models was also a plus due to its speed. The initial setup was very easy and straightforward, which made it convenient to start using quickly. Review collected by and hosted on G2.com.What do you dislike about Vertex AI?I guess the cost transparency while experimenting with different models and workflows. To be honest, understanding the cost part and where to put limits was a bit tiresome because we were afraid of doing something wrong and no hard stop on spending amount. Review collected by and hosted on G2.com.