Amazon Bedrock vs Oracle Cloud Infrastructure (OCI) comparison

Amazon Bedrock vs. Oracle Cloud Infrastructure (OCI)

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Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

Amazon Bedrock

Ranking in Infrastructure as a Service Clouds (IaaS)

13th

Average Rating

8.4

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

AI Infrastructure (3rd)

Oracle Cloud Infrastructure...

Ranking in Infrastructure as a Service Clouds (IaaS)

3rd

Average Rating

7.8

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

PaaS Clouds (4th), Container Registry (5th)

Featured Reviews

Charles Powell

Advisory Board Member at AllmaGen, Inc.

Very good security features for strengthened data protection

I am not going to speak to their roadmap. Amazon operates Bedrock as an ecosystem supporting third-party models. I am speculating here, but I am sure those third-party models will always be present. However, one must consider that Amazon native models could proliferate Bedrock in the future. We would welcome Amazon native models to Bedrock, since, if they are natively built by Amazon, they are tuned to SageMaker and other Amazon service layers. They have done this somewhat for generative AI, however, in AgenTek AI business, the only foundation models we can rely on for scaling now are the Cloud 3.5 models like Haiku and SONNET, designed for low latency and complex AI business use cases.

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PuneetKaura

Vice President of Sales and Operations at Aquila Clouds

Suitable for OCI environment but needs to improve pricing

We haven’t had any problems with the setup of Oracle. The deployment will take less than seven to ten days since it can give good reports. For deployment, we first need to understand the customer requirements and build the architecture around the deployment. We have the customer sign off on it and then go into the software deployment side. This is the proper life cycle of how to do it in the enterprise space. There are a lot of thoughts around the initial way or how we need to structure and architect the environment. For enterprises, it is a complex process. It will take one to two months to have all the sign-offs before we can go into implementation. It is followed across all the installations. I rate the initial setup of the solution a ten out of ten.

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Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"Bedrock offers various foundational models in one place."

"The no-code application of the service is beneficial since it allows creating solutions without extensive coding knowledge."

"It is the best solution in this category and is rated a nine out of ten."

"Amazon Bedrock is easy to use and practical, allowing for quick development."

"Bedrock proved beneficial for generating SQL queries, which helped in delivering precise information from the database."

"The integration with pre-trained AI models has been very beneficial, allowing me to quickly access powerful machine learning models without the need to build them from scratch."

"The most valuable feature of Bedrock is its security and the model's ability to modify vector dimensions easily."

"The most beneficial aspect of Bedrock is its pool of models to choose from, catering to specific needs."

More Amazon Bedrock pros

"The features allow you to connect the service solutions with the client's requirements. It is user-friendly, easy to navigate and provides assistance."

"What I like best about Oracle Cloud is that it is an all-in-one system for everything."

"Oracle Cloud Platform has good scalability."

"We are not using any features offered by OCI but only using virtual machines. So our data only syncs from our On-premises to cloud. The compute and performance are better than other cloud solutions."

"The environment is super fast so you get all the underlying machines behind the data. It's a good processing machine, especially in the Generation Two Cloud."

"The solution is easy to use."

"The flexibility is most valuable. By having our infrastructure in the cloud, we are able to spin up instances as needed and alter the capacity as needed."

"I find the Single Sign-On, SSO, feature to be valuable."

More Oracle Cloud Infrastructure (OCI) pros

Cons

"It would be beneficial if Bedrock were optimized for hyperscale use to avoid needing a mixed approach with SageMaker."

"The advantage of Bedrock is not as an amazing enabler of AI platforms, yet we utilize it to deploy application services and microservices within Bedrock ecosystem and leverage prequalified foundation models like Claude and others."

"There is a need for improved documentation, smoother integration, and possibly reduced prices given the competition."

"The user interface of Amazon Bedrock on the management console needs improvements."

"One area for improvement is in cost—it tends to be a bit on the higher side, especially for enterprise versions."

"Amazon native models could proliferate Bedrock in the future. We would welcome Amazon native models to Bedrock since, if they are natively built by Amazon, they are tuned to SageMaker and other Amazon service layers."

"Amazon Bedrock is quite highly scalable, but there are some limitations they impose on the accounts, which could be an area for improvement."

"Bedrock could be improved by having an API that allows for easy integration with services outside of Bedrock."

More Amazon Bedrock cons

"The customization and the requests put through were not flexible enough."

"The solution requires tighter integration capabilities."

"It could be more affordable."

"Since our Oracle products are on premise we cannot get the premier Oracle products."

"Technical support does not offer the best service and should be improved."

"The solution could always be less expensive."

"The solution needs improvement in support, performance, and features."

"The initial setup can be a bit complex."

More Oracle Cloud Infrastructure (OCI) cons

Pricing and Cost Advice

"One customer paid around $100 to $200 per month, which was significant given their overall infrastructure costs."

"The cost of using Amazon Bedrock is quite high, as I incurred unexpected charges amounting to $130 USD within two weeks without actually deploying the model."

"Make sure you read the fine print."

"The price is fair, but we have to manage it to keep it low."

"Oracle Cloud Platform is a bit costly. You can always bring your own license or subscribe to the SaaS option, but the SaaS option is very costly. I rate the pricing a six out of ten."

"Improvements can be made with respect to flexibility in the licensing model."

"The product offers a subscription-based licensing model."

"The pricing is the best."

"Its pricing is complex, but as partners, we can get away with quite a bit of discounting because we deal with them directly. I would rate their pricing probably a one or two out of five because they're quite expensive. Microsoft Azure will probably be the cheapest because depending on the Microsoft product that you have, they have some sort of bundling. There are things that they give you to get you onto Azure. AWS is probably somewhere in the middle."

"Pricing needs to be improved."

More Oracle Cloud Infrastructure (OCI) pricing and cost advice

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Top Industries

By visitors reading reviews

Manufacturing Company

18%

Computer Software Company

15%

Transportation Company

11%

Financial Services Firm

Computer Software Company

14%

Financial Services Firm

13%

Manufacturing Company

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

Questions from the Community

What is your experience regarding pricing and costs for Amazon Bedrock?

The pricing and licensing of Amazon Bedrock are quite flexible.

What needs improvement with Amazon Bedrock?

Currently, I do not have any thoughts about what areas of Amazon Bedrock need improvement.

What is your primary use case for Amazon Bedrock?

I am using Amazon Bedrock ( /products/amazon-bedrock-reviews ) mainly to do some analysis of customer support calls.

What are the biggest differences between Workday, Oracle Cloud and SAP SuccessFactors?

Differences between Workday, Oracle Cloud,w and SAP SuccessFactors:w Oracle: "simple interface and deep customization to suit the purpose." SAP: Multiple functionalities that increase process effi...

What do you like most about Oracle Cloud Infrastructure Registry?

It's reliable, performs well, and is often faster than running applications on separate machines due to optimized performance and networking capabilities within OCI.

What needs improvement with Oracle Cloud Infrastructure Registry?

They could improve their global presence and marketing strategy to compete effectively with the likes of AWS. Additionally, their support team has a slow response time, which is not as great as oth...

Google Vertex AI vs Amazon Bedrock

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Compared 7% of the time

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Compared 21% of the time

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Compared 13% of the time

Google Cloud vs Oracle Cloud Infrastructure (OCI)

Compared 12% of the time

IBM Public Cloud vs Oracle Cloud Infrastructure (OCI)

Compared 11% of the time

Google Firebase vs Oracle Cloud Infrastructure (OCI)

Compared 4% of the time

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Product Reports

Amazon Bedrock

Download Amazon Bedrock product report

Oracle Cloud Infrastructure (OCI)

Download Oracle Cloud Infrastructure (OCI) product report

Oracle Cloud Infrastructure (OCI) report

Also Known As

No data available

Oracle Cloud Infrastructure Registry, Oracle OCIR, OCIR, Oracle Cloud, Oracle Cloud Platform

Overview

Amazon Bedrock enhances AI integration by providing a suite of foundational models with customization options. It simplifies data integration and offers security, traceability, and cost-efficiency through its serverless architecture.

Amazon Bedrock empowers users by offering models from multiple providers, ensuring model flexibility and ease of use. It supports quick development for applications such as vector search and SQL query generation. While the system is beneficial for AI integration and analytics enhancement, there is a desire for improved documentation, smoother integration, and more competitive pricing. Additional integration points, markdown features, and support for voice and images could enhance its use. Users also seek to optimize for hyperscale use and receive multiple responses for creative tasks.

What are the key features of Amazon Bedrock?

Security: Provides robust measures to ensure data protection.
Model Flexibility: Allows customization of foundational models.
Serverless Architecture: Offers cost-efficient, scalable resources.
Provider Access: Connects with models from different vendors.

What benefits should be considered?

Model Modification: Enables quick adjustments to suit needs.
Development Speed: Facilitates fast application development.
AI Integration: Integrates seamlessly into existing offerings.

In industries like data analytics and software development, Amazon Bedrock is implemented for tasks such as deploying large language models, performing sentiment analysis, and creating chatbots. It's used for generating AI-driven text and images, and enhancing data retrieval via SQL query generation.

Amazon Web Services (AWS)

Cloud services where you need them

Your need for sovereignty, compliance, and location-specific performance should not limit your access to the latest cloud innovations. OCI gives you access to a full portfolio of cloud services wherever you need them. With a wide range of cloud options, including on-premises, dedicated Cloud@Customer, hybrid, multicloud solutions such as Oracle Database Service for Microsoft Azure, or public cloud, OCI’s distributed cloud portfolio—available across regions worldwide—solves your toughest business challenges.

Optimize enterprise applications without costly rearchitecture

When modernizing your enterprise apps, abandoning core technology isn’t feasible or necessary for success. OCI is built to address the unique requirements of performance-sensitive on-premises applications and other traditional enterprise apps—scale-up architectures, ultralow-latency networks, built-in security, and clustering of resources for availability in the cloud without risky and costly application refactoring. Additionally, OCI's specialized migration tools and programs facilitate easy transitioning.

Build and run cloud native or third-party apps with open source tools

Modern enterprises deserve the flexibility and freedom to choose from the various frameworks, clouds, and services available. Be it Postgres, SQL Server, Windows Server, VMware, or Kubernetes, OCI services are designed to easily run third-party, open source applications or to build cloud native applications. Our broad open source partner ecosystem enables you to bring apps to market faster, easily innovate, and scale.

Harness your data to uncover new business value

Data drives your business. Whether you’re building next-gen social applications or online games or seeking better outcomes from decades of healthcare data, making data work is getting harder. OCI services such as Oracle MySQL Heatwave and Oracle Autonomous Database service support all your data models, remove data silos, converge data for efficiency, and analyze data—helping you unlock business potential without sacrificing security and governance controls.

Oracle

Sample Customers

Information Not Available

Kenya Airways, Cell, Panasonic, Frontera, M&C Saatchi, Lumentum, WA

Amazon Bedrock vs. Oracle Cloud Infrastructure (OCI)