· Model provider/ Head to head

OpenAI vs Google Vertex AI

Both are commercial model provider options with comparable terms, so the choice comes down to which model of the problem you prefer — compare the descriptions below rather than the licence.

OpenAI

GPT and o-series via the Responses API.

Proprietary · usage based · hosted service only · SDKs for TypeScript and Python

Google Vertex AI

Claude and Gemini under GCP billing, IAM and regional controls.

Proprietary · usage based · hosted service only · SDKs for TypeScript and Python

· Side by side/ 2 of 6 differ
OpenAIGoogle Vertex AI
LicenceProprietaryProprietary
Pricingusage basedusage based
Self-hostableNoNo
LanguagesTypeScript, PythonTypeScript, Python
Installnpm install openai
Keys requiredOPENAI_API_KEYGOOGLE_CLOUD_PROJECT, GOOGLE_APPLICATION_CREDENTIALS
· Common questions/ FAQ

What is the difference between OpenAI and Google Vertex AI?

Both are commercial model provider options with comparable terms, so the choice comes down to which model of the problem you prefer — compare the descriptions below rather than the licence. OpenAI: GPT and o-series via the Responses API. Google Vertex AI: Claude and Gemini under GCP billing, IAM and regional controls.

Can OpenAI and Google Vertex AI be self-hosted?

OpenAI is a hosted service only. Google Vertex AI is a hosted service only.

Are OpenAI and Google Vertex AI open source?

OpenAI is proprietary (usage based). Google Vertex AI is proprietary (usage based).

Build a stack with OpenAIAll model provider options
· For agents/ This page, machine-readable

Every page here answers to Accept: text/markdown and returns the same content at roughly a tenth the tokens. No separate site, no toggle — same URL.

curl -s -H "Accept: text/markdown" https://newagent.build/compare/openai-vs-vertex