Amazon Bedrock vs Amazon Web Services (AWS) (2026): Pricing, Features & Verdict
Amazon Web Services (AWS) is our pick, scoring 7.6/10 against 7.3/10 for Amazon Bedrock on our AI Software criteria. Its biggest advantage: higher Integration score (10/10 vs 8/10). Only Amazon Web Services (AWS) has a free plan.
Last updated: November 2026
A
Amazon Bedrock
7.3/10
Amazon Bedrock is a fully managed AWS service that gives developers API access to foundation models from many providers, plus tools for agents, RAG, guardrails and fine-tuning.
Amazon Web Services (AWS)
7.6/10
Amazon's public cloud platform, with over 200 pay-as-you-go services for compute, storage, databases, networking and AI, used by startups through large enterprises and governments.
Feature-by-Feature Comparison
| Feature | A Amazon Bedrock | |
|---|---|---|
| Scores | ||
| Overall Rating | 7.3/10 | 7.6/10 |
| Integration | 8/10 | 10/10 |
| Analytics | 6/10 | 8/10 |
| Customization | 9/10 | 10/10 |
| Ease of Use | 5/10 | 4/10 |
| Support | 6/10 | 6/10 |
| Cost | 6/10 | 5/10 |
| Scalability | 9/10 | 10/10 |
| Security | 9/10 | 9/10 |
| Output Quality | 8/10 | Not listed |
| Pricing | ||
| Free plan | No | Yes |
| Cheapest paid plan | Contact for pricing | Contact for pricing |
| Estimated cost for 10 users | Contact for pricing | Free Free plan |
| Features | ||
| AI Agents | Not listed | |
| API Access | Not listed | |
| Chatbots | Not listed | |
| Code Generation | Not listed | |
| Custom Model Training | Not listed | |
| Enterprise Controls | Not listed | |
| Image Generation | Not listed | |
| Knowledge Base Search | Not listed | |
| Private Deployment | Not listed | |
| Text Generation | Not listed | |
| More features | ||
| API and CLI | Not listed | |
| Managed Databases | Not listed | |
| Multiple Regions | Not listed | |
| Object Storage | Not listed | |
| Uptime SLA | Not listed | |
| Serverless Functions | Not listed | |
| Managed Kubernetes | Not listed | |
| VPS Hosting | Not listed | |
| Cloud Compute | Not listed | |
| Content Delivery Network | Not listed | |
Amazon Bedrock vs Amazon Web Services (AWS) cost by team size
| Team size | Amazon Bedrock | Amazon Web Services (AWS) |
|---|---|---|
| 1 user | Contact for pricing | FreeFree plan |
| 5 users | Contact for pricing | FreeFree plan |
| 10 users | Contact for pricing | FreeFree plan |
| 25 users | Contact for pricing | FreeFree plan |
| 50 users | Contact for pricing | FreeFree plan |
The plan that fits each team size, billed monthly, before add-ons and usage charges. Each cost opens that tool's pricing calculator for the team size.
Who Amazon Bedrock and Amazon Web Services (AWS) suit
Amazon Web Services (AWS) fits small business better than Amazon Bedrock.
| Audience | Amazon Bedrock | Amazon Web Services (AWS) |
|---|---|---|
| Small Business | 3/10Non-technical small teams will struggle with the multi-service AWS setup. | 5/10It is affordable at low usage, but complex billing and setup can overwhelm non-technical small teams. |
| Enterprise | 9/10It covers FedRAMP High, HIPAA and SOC compliance and uses IAM-based controls. | 10/10Enterprise and Unified Operations support tiers and a broad compliance and service range are aimed at large organisations. |
| Government | 7/10It is in scope for FedRAMP High. | 8/10AWS runs dedicated GovCloud regions, which have their own support pricing. |
| SaaS Companies | 8/10Usage-based model access lets SaaS teams embed generative AI without running their own infrastructure. | 9/10Multi-region infrastructure and managed services support running production SaaS workloads. |
| Developers | 9/10The service is API-first, with SDK access to many models and agent tooling. | 9/10The full API, CLI and SDK tooling and the breadth of services suit engineers, though the learning curve is steep. |
| Healthcare | 7/10It is HIPAA eligible and AWS says it does not use customer data for training. | Not rated |
| Startups | Not rated | 8/10The free plan credits and pay-as-you-go billing let startups begin cheaply and scale, which G2 reviewers note. |
Which One Should You Choose?
AWhy choose Amazon Bedrock
- Higher Ease of Use score (5/10 vs 4/10)
- Higher Cost score (6/10 vs 5/10)
Why choose Amazon Web Services (AWS)
- Has a free plan (Amazon Bedrock does not)
- Higher Integration score (10/10 vs 8/10)
- Higher Analytics score (8/10 vs 6/10)
- Better fit for small business (5/10 vs 3/10)
Pros & Cons
AAmazon Bedrock
Pros
- One API reaches models from Anthropic, Meta, Mistral, Cohere, Amazon and others, so teams can switch models without changing vendors.
- Strong compliance coverage, including FedRAMP High, HIPAA eligibility, SOC and ISO, and AWS says customer data is not used for training.
- Managed Knowledge Bases charge nothing for parsing and embeddings, and pricing is based on storage and retrieval.
- Batch and Flex tiers cut token costs by about 50% for workloads that are not latency-sensitive.
- Works natively with IAM, CloudWatch and CloudTrail for access control and auditing.
Cons
- Reviewers report complex initial setup that requires several AWS services.
- Cost tracking is unclear, and some charges are hard to find in the pricing materials.
- Some models available elsewhere are missing, including Gemini and, in the standard catalog, GPT.
- Reviewers describe the management console as bland and the documentation for agentic apps as thin.
Amazon Web Services (AWS)
Pros
- The service catalogue is unusually broad, with over 200 services across 38 regions, so most infrastructure needs can be met on one platform.
- EC2 has a 99.99% region-level SLA with credits of up to 100%, and instances unavailable for more than six minutes in an hour are not billed for that hour.
- The free plan gives up to $200 in credits, and more than 30 always-free services let new teams experiment at low cost.
- Support scales from a $29 minimum up to dedicated Enterprise and Unified Operations tiers for mission-critical workloads.
- G2 rates it 4.4 across more than 17,000 reviews, and reviewers praise its scalability and global reach.
Cons
- Reviewers widely cite a steep learning curve across the console and services.
- Usage pricing is complex and can produce unexpected bills unless spend is monitored closely.
- Paid support is billed as a percentage of total AWS spend, so support costs rise with usage.
- A July 2025 billing console bug showed customers estimated charges in the billions, which hurt trust in its cost tooling.
Not sold on either?
Frequently Asked Questions
Amazon Web Services (AWS) scores higher on our AI Software criteria: 7.6/10 against 7.3/10 for Amazon Bedrock. The largest gap is in Analytics: 6/10 for Amazon Bedrock and 8/10 for Amazon Web Services (AWS).
Amazon Web Services (AWS) has a free plan; Amazon Bedrock does not list one.
Amazon Web Services (AWS) is the better fit for small business: we rate it 5/10 for them, against 3/10 for Amazon Bedrock.
