BigML vs Forecast Pro
BigML
bigml.com
Forecast Pro
forecastpro.comSide by side
| Figure | BigML | Forecast Pro |
|---|---|---|
| Price from | $833.33/mo | $199/mo |
| Free plan | Yes | — |
| Free trial | Yes | Yes |
| Open source | — | — |
| Web | Yes | — |
| Windows | — | Yes |
| macOS | Yes | — |
| Linux | — | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 7 | 2 |
| Spec score · Predictive Analytics Software | 9.2 (#1) | 8.9 (#2) |
| Company legal name | Crunchbase identifies the legal entity as BigML, Inc. | The maker is Business Forecast Systems, Inc. |
| Company size | LinkedIn lists BigML, Inc. as a privately held software company with 11–50 employees. | LinkedIn lists Forecast Pro as privately held with 11–50 employees. |
| Deployment | Private deployments can run on a preferred cloud provider, ISP, or on-premises behind a corporate firewall, as managed or self-managed deployments. | The software can be installed on a client machine or server, including Citrix and Windows Server, with native 32-bit and 64-bit versions. |
| Documentation | Documentation covers Dashboard use, resource configuration, REST API, BigMLer, bindings and machine-learning fundamentals. | The online reference contains tutorials for setup, data, collaboration, accuracy tracking, FVA, exceptions, Pareto analysis and command-line operation. |
| Founded | 2011 | 1986 |
| Headquarters | BigML lists Corvallis, Oregon as headquarters and Valencia, Spain as its European headquarters. | Waltham, Massachusetts, USA |
| Integrations | Official tools include Google Sheets, Zapier, Node-RED, Alexa, PredictServer and a native BigMLX macOS application. | Data can be exchanged through Excel, CSV or text files and direct ODBC database connections, with outputs commonly sent to ERP or MRP systems. |
| Rating on G2 | 4.7 out of 5 from 24 reviews | 4.1 out of 5 from 23 reviews |
| Rating on GetApp | 4.3 out of 5 from 3 reviews | 5.0 out of 5 from 2 reviews |
| Support | BigML Lite includes standard 8x5 email and chat support with a 48-hour maximum response time; Enterprise lists customized email and chat with a 24-hour maximum response time. | Subscriptions include product updates plus unlimited technical support by phone and email while active. |
| System requirements | Users must supply compatible hardware, software, connectivity and internet access; the service does not specify a client operating-system requirement. | The desktop application supports Windows 7, 8 and 10 or later, with a Pentium-class processor, 4–8 GB RAM and 2 GB disk space recommended. |
| What it does | BigML provides cloud and deployable machine-learning workflows for classification, regression, forecasting, clustering, anomaly detection, association discovery and topic modeling. | Forecast Pro is an off-the-shelf package for creating statistically based business and demand forecasts that can connect to broader planning systems. |
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
Forecast Pro
- Forecast Pro Professional$199 a month
- Forecast Pro TRACPriced on request
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.
Forecast Pro
Forecast Pro creates statistically based business forecasts for use in broader planning systems. Its automatic best-pick algorithm considers seasonal patterns, trends, business cycles, promotional activity, and other factors. Users can forecast at multiple hierarchy levels while working with units, dollars, and other measures at once. Adjustments can be made at any level, with comments and override reports documenting and reconciling changes. The software archives prior forecasts so users can compare them with actual results and review forecast value added across process steps. Data can move through Excel, CSV, text files, or ODBC, and the maker says the product integrates with ERP, MRP, and BI systems. Forecast Pro runs on Windows and can be installed on a client machine or server, including Citrix or Windows Server. The SDK is also available as a Linux shared library, with.NET and Java interfaces. Professional starts at $199 a month, billed annually, with a 12-month minimum. A free trial provides all features for 21 days and ends automatically.