Google Cloud Platform

platform active paid

Google's comprehensive cloud computing platform offering infrastructure, compute, storage, databases, AI/ML services, and developer tools. GCP includes Vertex AI for ML/AI workloads, BigQuery for analytics, and extensive Kubernetes support (GKE). Known for strong AI/ML capabilities due to Google's research leadership and TPU availability.

Implements

Concepts this tool claims to implement:

  • Inference Endpoint primary

    Vertex AI provides managed inference endpoints for both Google models (Gemini, PaLM) and custom models with auto-scaling.

  • Model Serving primary

    Vertex AI Model Registry and endpoints for deploying, versioning, and serving ML models at scale.

  • Large Language Model secondary

    Access to Gemini models through Vertex AI, including Gemini Pro, Ultra, and multimodal capabilities.

Integration Surfaces

  • Web Console
  • gcloud CLI
  • REST APIs
  • Client SDKs (Python, Node.js, Go, Java)
  • Terraform

Details

Vendor
Google
License
Proprietary
Runs On
cloud
Used By
human, agent, system

Links

Notes

GCP is particularly strong for AI/ML workloads due to Google's research background, TPU availability, and tight integration with Google's AI models through Vertex AI. Competes with AWS and Azure for enterprise cloud market share.

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