BigML vs Oracle WebCenter Content
BigML
bigml.comOracle WebCenter Content
oracle.comSide by side
| Figure | BigML | Oracle WebCenter Content |
|---|---|---|
| Price from | $833.33/mo | — |
| Free plan | Yes | — |
| Free trial | Yes | — |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | — | Yes |
| macOS | Yes | — |
| Linux | — | Yes |
| iOS | — | Yes |
| Android | — | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 7 | 5 |
| Spec score · Predictive Analytics Software | 9.2 (#1) | 8.4 (#4) |
| Company legal name | Crunchbase identifies the legal entity as BigML, Inc. | Oracle Corporation is the registrant's legal name in its SEC filing. |
| Deployment | Private deployments can run on a preferred cloud provider, ISP, or on-premises behind a corporate firewall, as managed or self-managed deployments. | Oracle provides guidance to lift and shift WebCenter Content to OCI and to deploy it on OKE. |
| Founded | 2011 | 1977 |
| Headquarters | BigML lists Corvallis, Oregon as headquarters and Valencia, Spain as its European headquarters. | Austin, Texas, USA |
| Integrations | Official tools include Google Sheets, Zapier, Node-RED, Alexa, PredictServer and a native BigMLX macOS application. | Integration options include persistent URLs, Java API, Microsoft COM, ActiveX, RIDC, SOAP, and WSDL-based web services. |
| Licence | The hosted BigML platform is proprietary under BigML terms, while selected bindings and libraries are open source. | The product is distributed under Oracle license terms and commercial license/support pricing rather than an open-source license. |
| Rating on Capterra | 4.3 out of 5 from 3 reviews | 4.5 out of 5 from 6 reviews |
| Rating on G2 | 4.7 out of 5 from 24 reviews | 3.8 out of 5 from 99 reviews |
| Rating on Gartner Peer Insights | 4.8 out of 5 from 6 ratings | 4.0 out of 5 from 31 ratings |
| Rating on GetApp | 4.3 out of 5 from 3 reviews | 4.5 out of 5 from 6 reviews |
| Security | BigML states that connections use HTTPS, resources are private by default, and staff cannot access customer data without explicit consent. | Security configuration includes SSL, security groups, roles, permissions, access control lists, and web services security. |
| Self-hosting | Private Deployments can run in a public cloud, private cloud or on-premises infrastructure and may be self-managed or fully managed. | Oracle publishes WebCenter Content binaries for OCI Marketplace images, allowing customers to provision their own WebCenter stack. |
| System requirements | Users must supply compatible hardware, software, connectivity and internet access; the service does not specify a client operating-system requirement. | Oracle warns installation and configuration require hardware and software prerequisites and directs users to the Fusion Middleware certification matrix. |
| What it does | BigML provides cloud and deployable machine-learning workflows for classification, regression, forecasting, clustering, anomaly detection, association discovery and topic modeling. | Oracle WebCenter Content is an enterprise document-management and imaging platform for managing document images through transactional business processes. |
Plans
BigML
- FREEFree
- Basic BigML training$800, paid once
- BigML Lite$1,000 a month
- Extra Support$3,000 a month
- BigML Lite$10,000 a year
- BigML Lite (annual)$10,000 a year
- Bronze Enterprise$45,000 a year
Oracle WebCenter Content
- WebCenter Content for Oracle Cloud Infrastructure — Pay as YPrice not published
- WebCenter Content for Oracle Cloud Infrastructure — Annual CPrice not published
- WebCenter Content Named User Plus license$3,450, paid once
- WebCenter Content for Oracle Cloud InfrastructurePriced on request
- WebCenter Content Processor licensePrice not published
In their own words
BigML
BigML is a machine-learning platform for classification, regression, forecasting, clustering, anomaly detection, association discovery, and topic modeling. It provides interactive model visualizations, prediction explanations, and field-importance views. Models can be exported in JSON PML or PMML formats for use in programming languages and web, mobile, or IoT applications. OptiML helps select and tune models; WhizzML automates workflows, and Scriptify turns workflows into reusable scripts. Users can work through the REST API and language bindings including Python, Node.js, Ruby, Java, and Swift. Listed integrations include Node-RED, Google Sheets, Zapier, Alexa, Docker, and macOS. BigML runs on web, macOS, API, and self-hosted platforms, with private deployments available on a cloud provider, ISP, or on-premises. The free plan is $0/month and includes up to 60 tasks, a 16 MB per-task dataset limit, and two parallel tasks. Paid plans start at $1,000/month; a three-day trial is available.
Oracle WebCenter Content
Oracle WebCenter Content is an enterprise document management and imaging platform for handling documents in transactional business processes. Content Server lets organizations capture, secure, share, and distribute digital and paper documents and reports. Imaging supports processes such as high-volume invoice processing for Oracle Financial Management applications. Records Management provides controls for classification, retention, and destruction under retention and disposition policies. Capture supports production scanning, remote image capture, flexible indexing, and learning-based document recognition and data extraction. Integration options include persistent URLs, Java API, Microsoft COM, ActiveX, RIDC, SOAP, and WSDL-based web services. Security configuration includes SSL, security groups, roles, permissions, access control lists, and web services security. The product can be self-hosted or deployed on Oracle Cloud Infrastructure. OCI Marketplace listings offer paid Universal Credit pricing or BYOL, with cloud resources billed by OCPU per hour; no numeric rate is listed. Oracle documentation lists WebCenter Content 14c version 14.1.2.0.0. In that version, Lotus Notes desktop integration and SharePoint Connector are deprecated, and the Add Server to Desktop Integration option is unavailable in the interface.