Amazon Bedrock vs Google Vertex AI: Which is Better in 2026?
Choosing between Amazon Bedrock and Google Vertex AI comes down to understanding what each tool does best. This comparison breaks down the key differences so you can make an informed decision based on your specific needs, not marketing claims.
Bottom line: Google Vertex AI wins this matchup. UiPath is our overall AI & Automation pick. NovelAI is our free AI & Automation pick. Pick Amazon Bedrock if you need its specific feature set.
Short on time? Here's the quick answer
Based on published vendor pricing and features and on public review data, here's who should pick what:
Amazon Bedrock
Managed foundation models from AWS
Best for you if:
- • You want multiple model providers
Google Vertex AI
Unified AI platform for ML development
Best for you if:
- • You want unified ML platform
| At a Glance | Amazon Bedrock | Google Vertex AI |
|---|---|---|
Starts at | Custom | Custom |
Category | AI & Automation Cloud & Infrastructure | AI & Automation Cloud & Infrastructure |
Rating | 4.3/5 G2 4.3 78 reviews | 4.3/5 G2 4.3 643 reviews |
Free plan | n/a | No |
Watch out for | Storage costs for fine-tuning data | Data storage costs not included |
Choose Amazon Bedrock or Google Vertex AI?
Choose Amazon Bedrock if
- You want multiple model providers
- You want AWS integration
Choose Google Vertex AI if
- You want unified ML platform
- You want AutoML included
In-Depth Analysis
Amazon Bedrock
Managed foundation models from AWS
Amazon Bedrock's On-Demand pricing is fair for initial exploration, offering pay-per-use flexibility without commitment.
Watch out
Storage costs for fine-tuning data
Strengths
- Pro: Multiple model providers
- Pro: AWS integration
- Pro: Enterprise security
Weaknesses
- Con: AWS lock-in
- Con: Complex pricing
Key features
Google Vertex AI
Unified AI platform for ML development
This pricing is best for startups and enterprises looking for scalable, on-demand ML infrastructure.
Watch out
Data storage costs not included
Strengths
- Pro: Unified ML platform
- Pro: AutoML included
- Pro: Good model management
- Pro: Gemini integration
- Pro: Feature store
Weaknesses
- Con: Expensive
- Con: Complex pricing
- Con: Learning curve
- Con: Vendor lock-in
- Con: Documentation gaps
Key features
Pricing: Amazon Bedrock vs Google Vertex AI
| Plan | Amazon Bedrock | Google Vertex AI |
|---|---|---|
| Tier 1 | Pay-per-use /token/image On-Demand | Free Free Tier |
| Tier 2 | 50% off async processing Batch | Usage-based Pay-as-you-go |
| Tier 3 | Custom reserved capacity Provisioned | N/A |
Pricing verified from each vendor's public pricing page. Compare in detail on Amazon Bedrock pricing and Google Vertex AI pricing.
Key Takeaways
Google Vertex AI
- Larger review base (643 reviews)
- Our pick for this comparison
Amazon Bedrock
- Choose if you want managed foundation models from AWS
The Bottom Line
Google Vertex AI wins this matchup. UiPath is our overall AI & Automation pick. NovelAI is our free AI & Automation pick.
Frequently Asked Questions
Is Amazon Bedrock or Google Vertex AI better in 2026?
Google Vertex AI wins this matchup. UiPath is our overall AI & Automation pick. NovelAI is our free AI & Automation pick. Pick Amazon Bedrock for AI & automation workflows (main strength: multiple model providers). Pick Google Vertex AI for AI & automation workflows (main strength: unified ML platform).
What are Amazon Bedrock and Google Vertex AI used for?
Amazon Bedrock: Managed foundation models from AWS. Google Vertex AI: Unified AI platform for ML development.
What does Amazon Bedrock cost vs Google Vertex AI?
Amazon Bedrock pricing is on their site. Google Vertex AI pricing is on their site.
What's the main difference between Amazon Bedrock and Google Vertex AI?
Amazon Bedrock's main strength: multiple model providers. Google Vertex AI's main strength: unified ML platform.