Aible vs BigML
Aible
aible.comBigML
bigml.comSide by side
| Figure | Aible | BigML |
|---|---|---|
| Price from | $83.33/mo | $833.33/mo |
| Free plan | Yes | Yes |
| Free trial | Yes | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| macOS | — | Yes |
| API | — | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 4 | 7 |
| Spec score · Predictive Analytics Software | 8.5 (#3) | 9.2 (#1) |
| Deployment | Aible says agents can run on desktop devices, on-premises servers, or private environments on public, private, and neoclouds. | Private deployments can run on a preferred cloud provider, ISP, or on-premises behind a corporate firewall, as managed or self-managed deployments. |
| Founded | 2018 | 2011 |
| Headquarters | Pleasanton, California, United States | BigML lists Corvallis, Oregon as headquarters and Valencia, Spain as its European headquarters. |
| Integrations | Aible Optimize names Salesforce and Tableau as systems where recommendations can appear, and says Boomi connectors provide access to 1,500+ applications and technologies. | Official tools include Google Sheets, Zapier, Node-RED, Alexa, PredictServer and a native BigMLX macOS application. |
| Security | Aible says it moves code to data in AWS, Azure, or Google Cloud accounts and does not extract or need to see customer data. | BigML states that connections use HTTPS, resources are private by default, and staff cannot access customer data without explicit consent. |
Plans
Aible
- BasicFree
- Professional$99 a month
- Professional (annual billing)$1,000 a year
- EnterprisePriced on request
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
In their own words
Aible
Aible provides enterprise AI agents and analytics for business users working with structured and unstructured data. Users can describe a use case in plain language and build custom agents from templates. Aible says it traces language-model responses to source documents for checks; users can edit answers or rate them, with feedback used to improve results. Aible Explore surfaces relationships and patterns among variables to help find business drivers and root causes. Aible Sense checks data readiness, runs eight data-quality checks, and recommends transformations and joins. Optimize can place recommendations in Salesforce and Tableau, while Boomi connectors provide access to 1,500+ applications and technologies. Aible says it moves code to customer data in AWS, Azure, or Google Cloud accounts without extracting or needing to see that data. Agents can run on desktop devices, on-premises servers, or private environments across public, private, and neoclouds. A free Basic plan allows ten basic questions monthly, excludes advanced questions, and uses Aible-hosted data. Professional costs $99 per user per month; an annual option costs $1,000 per user per year. Both include 100 advanced questions monthly. A 30-day trial is listed.
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.