Google Cloud AI Infrastructure vs. Together.ai

Google Cloud AI Infrastructure offers a scalable, high-performance, and cost-effective platform tailored for diverse AI workloads, encompassing both training and inference tasks. By integrating advanced hardware accelerators such as GPUs and TPUs with managed services like Vertex AI and Google Kubernetes Engine (GKE), it enables efficient development, deployment, and scaling of AI models.

Together AI is a cloud-based AI development platform that gives developers and enterprises fast, flexible access to the leading open-source large language models through serverless and dedicated inference APIs. The platform hosts an extensive model library — including Llama, DeepSeek, Qwen, Mistral, and others — and delivers high-performance inference through serverless, batch, and dedicated endpoints, enabling teams to build and scale AI applications without managing underlying infrastructure.