Detailed comparison across 10 dimensions
Winner: Vertex AI Agent Builder
Vertex AI Agent Builder clearly comes out ahead of AWS Bedrock Agents on Staquest's weighted six-dimension score. Neither lists a free tier.
| Overview |  AWS Bedrock AgentsManaged AWS service for building and orchestrating AI agents. | |
|---|---|---|
| Type | saas tool | saas tool |
| Company | Amazon Web Services | |
| Free Tier | ||
| Has API | ||
| Open Source | ||
| Trending | Stable | Stable |
| Industries | DevelopmentData & AnalyticsAI & Machine Learning | DevelopmentData & AnalyticsCybersecurity & InfoSecSaaS & Cloud |
| Categories | ai-chatbotai-agents-frameworks | ai-chatbotai-agents-frameworks |
| Website | Visit | Visit |
Vertex AI Agent Builder
usage based
custom
usage based
| Feature | vertex-ai-agent-builder | aws-bedrock-agents |
|---|---|---|
| Agent Engine Runtime | ||
| No Minimum Fees | ||
| Code Execution | ||
| No Upfront Commitments | ||
| Custom Pricing | ||
| Pay For Feature Infrastructure Usage (Agents, Knowledge Bases, Guardrails) | ||
| Enhanced Slas | ||
| Pay For Model Inference (Tokens) | ||
| Model Usage (Vertex Model Garden) | ||
| Priority Support | ||
| Search And Grounding (Vertex Ai Search) | ||
| Sessions And Memory Bank |
Showing 12 of 12 features
Dashes mean the feature isn't listed in our data. The tool may still support it.
On Staquest's weighted six-dimension scoring, Vertex AI Agent Builder comes out ahead overall, though AWS Bedrock Agents can be the better fit depending on your priorities — see the dimension-by-dimension breakdown above.
