Amazon Bedrock vs Google Vertex AI
Compare Amazon Bedrock and Google Vertex AI on pricing, free tier, open source, API, self-host, verdict and momentum.
Both are models-api tools. Amazon Bedrock is paid (Pay-per-use per model/token; rate card varies by provider and modality. New AWS customers receive up to $200 in credits to try AWS AI.) with an API; Google Vertex AI is paid (Pay-as-you-go for models, compute, storage, and pipelines; new Google Cloud customers get $300 in credits. Agent Platform offers limited free tiers for agent compute, memory and and storage.) with an API. The catalog stamp is situational for Amazon Bedrock and situational for Google Vertex AI, last verified 2026-08-19 and 2026-08-19 respectively.
Amazon Bedrock
AWS-managed platform giving API access to hundreds of foundation models plus agents and guardrails.
Google Vertex AI
Google Cloud's ML and generative AI platform, now branded Gemini Enterprise Agent Platform.
| field | Amazon Bedrock | Google Vertex AI |
|---|---|---|
| pricing | paid · Pay-per-use per model/token; rate card varies by provider and modality. New AWS customers receive up to $200 in credits to try AWS AI. | paid · Pay-as-you-go for models, compute, storage, and pipelines; new Google Cloud customers get $300 in credits. Agent Platform offers limited free tiers for agent compute, memory, and storage. |
| free tier | no | no |
| open source | no | no |
| api | yes | yes |
| self-host | no | no |
| verdict | situational | situational |
| momentum | steady | steady |
| last verified | 2026-08-19 | 2026-08-19 |
| key limitation | Pricing spans dozens of providers and modalities; forecasting cost across a multi-model stack is non-trivial. | Pricing is fragmented across model inference, compute, storage, pipelines, and management fees. |
The call
Pick Amazon Bedrock for aWS-native teams that need one contract and one API for man…
Pick Google Vertex AI for teams already committed to Google Cloud infrastructure.
Amazon Bedrock sources
Google Vertex AI sources
Open live compare →Amazon Bedrock pageGoogle Vertex AI pageAmazon Bedrock.jsonGoogle Vertex AI.json