AWS Bedrock vs Vertex AI — Which Is Better in 2026?
AWS Bedrock vs Vertex AI: independent head-to-head scored on Performance, Value, Reliability, and Ease of Use. See scores, pros, cons, and our verdict.
Amazon
AWS Bedrock
Best enterprise AI for AWS teams
Google Cloud
Vertex AI
Best enterprise AI for Google Cloud teams
8.3
Overall Score
8.4
Overall Score
WINNEROur Verdict
Vertex AI scores higher overall (8.4/10 vs 8.3/10), winning on Performance and Value. Best for Google Cloud teams. Gemini natively integrated.
Pricing — AWS Bedrock
Pay-per-token (varies by model) · No base fee
Pricing — Vertex AI
Pay-per-use (varies by model) · Google Cloud pricing
AWS Bedrock
Pros
- ✓Access to 30+ foundation models in one API
- ✓AWS security, compliance, and SLA guarantees
- ✓VPC isolation for sensitive data
Cons
- ✗Complex pricing — hard to estimate costs
- ✗AWS ecosystem lock-in
- ✗Higher setup friction than direct model APIs
Best For
AWS-native enterprises, regulated industries, teams needing model flexibility
Vertex AI
Pros
- ✓Native Gemini access with Google Cloud SLAs
- ✓MLOps tools: Model Garden, Pipelines, Feature Store
- ✓Strong for custom model training and deployment
Cons
- ✗Google Cloud dependency
- ✗More complex than direct Gemini API
- ✗Pricing harder to predict than flat subscriptions
Best For
Google Cloud teams, custom model training, MLOps-heavy organisations
Choose AWS Bedrock if…
- →Reliability is your top priority — AWS Bedrock leads by 0.5 points
- →AWS-native enterprises
- →Amazon support, documentation, and community suit your team
Choose Vertex AI if…
- →Performance is your top priority — Vertex AI leads by 0.3 points
- →Google Cloud teams
- →You also value Value — Vertex AI wins that dimension too
Frequently Asked Questions
Is AWS Bedrock better than Vertex AI?
Vertex AI scores 8.4/10 overall vs 8.3/10 for AWS Bedrock, with an edge on Performance and Value and Ease of Use. That said, "AWS Bedrock" may be the better pick if reliability is your priority. The right choice depends on your use case.
What is the pricing difference between AWS Bedrock and Vertex AI?
AWS Bedrock: Pay-per-token (varies by model) · No base fee. Vertex AI: Pay-per-use (varies by model) · Google Cloud pricing. Compare usage volumes and features needed to determine total cost of ownership for your team.
Which is better for google cloud teams?
Vertex AI is generally stronger here, scoring 8.4/10 overall. Best for Google Cloud teams. Gemini natively integrated. For more niche requirements like reliability, AWS Bedrock may be worth evaluating.
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