Atlas / Distribution, hosting and standards / Cloud model platforms
Cloud model platforms
AI Market Atlas · by Pro Pluribus
AWS · Google · Microsoft · Databricks · Snowflake
Where enterprises buy models and agent infrastructure under their existing cloud contracts.
What it offers
Main offerings
- Amazon Bedrock
- Claude, OpenAI, Grok and most open models; Managed Agents powered by OpenAI in preview.
- Gemini Enterprise Agent Platform
- Formerly Vertex AI.
- Microsoft Foundry
- OpenAI, Claude and open models.
- Databricks · Snowflake
- Models next to your data.
Recent news
- Snowflake launches Business Ontology and Cortex AI Gateway to govern AI agentsData platforms are positioning as the governance layer for enterprise agents.Snowflake ↗
- AWS previews Bedrock Managed Agents powered by OpenAIBuilt on a customized OpenAI Agents API on AgentCore Runtime: OpenAI agents now ship inside AWS.AWS News Blog ↗
- OpenAI models reach general availability on Amazon BedrockEnd of Azure exclusivity; Claude also reaches Foundry, so leading models now run on every major cloudTech Insider ↗
- Databricks expands Agent Bricks at Data + AI Summit 2026More than 100k agents built and over 1 quadrillion tokens a year on DatabricksDatabricks ↗
- Snowflake Summit 2026: Natoma MCP acquisition and the OSI standardThe data platforms compete to host the agent client and AI back endFlexera ↗
- Microsoft Foundry adds more models to its catalog in May 2026Grok 4.3 and DeepSeek V4 join as Foundry becomes a multi-lab platformMicrosoft Foundry Blog ↗
- Google renames Vertex AI the Gemini Enterprise Agent PlatformGoogle Cloud's AI platform is now agent-first, with Agentspace folded into Gemini EnterpriseGoogle Cloud ↗
This map is a by-product of the work. Keeping track of what each of these actually does, and which ones are worth your time, is part of how I advise founder-led companies on AI. If you want that applied to your business, the first conversation is free.
Book a 30-minute conversation →Compiled from public sources by Pro Pluribus; updated 10 Nov 2026. General information, not advice. Company names and logos belong to their owners and are used to identify them, without affiliation or endorsement. Terms