Portkey vs Google Vertex AI
Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $15M Series A (Elevation Capital, Lightspeed) Feb 2026. Gateway open-sourced Mar 2026. Processing 1T+ tokens/day across 24,000+ orgs. Manages $180M+ annualized AI spend.
About
Portkey is an AI gateway and observability platform that sits in the traffic path between enterprises and AI model APIs — routing, governing, monitoring, and cost-managing every LLM request in production. The company raised $15 million in Series A financing in February 2026 from Elevation Capital and Lightspeed Venture Partners, followed by open-sourcing its gateway in March 2026, driving adoption acceleration across its already 24,000+ organization user base. The platform processes over 1 trillion tokens per day and manages $180 million+ in annualized AI API spend.
Google Cloud (GOOGL) unified ML platform with Gemini access, AutoML, and 150+ foundation models in Model Garden; competing with AWS SageMaker and Azure ML for enterprise AI development infrastructure.
About
Google Vertex AI is Google Cloud's unified machine learning platform — providing end-to-end infrastructure for building, training, deploying, and monitoring ML models and generative AI applications, integrating Google's pre-trained models (Gemini, PaLM, Imagen), AutoML capabilities, custom training infrastructure, and the Model Garden (a catalog of 150+ foundation models) into a single managed platform. Part of Google Cloud (NYSE: GOOGL), Vertex AI serves data scientists, ML engineers, and enterprise AI teams that want to build production AI on Google's infrastructure.
AI Visibility Head-to-Head
Key Details
Capabilities & Ecosystem
Capabilities
Integrations
Also Compare
Track AI Visibility in Real Time
Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.