Akkio vs BigML
Akkio
akkio.comBigML
bigml.comSide by side
| Figure | Akkio | BigML |
|---|---|---|
| Price from | — | $833.33/mo |
| Free plan | — | Yes |
| Free trial | Yes | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| macOS | — | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 7 |
| Spec score · Low-Code Machine Learning Platforms Software | 8.1 (#2) | 9.2 (#1) |
| Spec score · AutoML Software | 8.1 (#7) | 9.1 (#1) |
| Spec score · Data Science Analytics | 8.1 (#10) | 9.2 (#1) |
| API | Akkio offers API access with Node.js and Python libraries for creating datasets, training models, and making predictions. | BigML exposes a REST API that covers most Dashboard functionality and authenticates requests with a username and API key over HTTPS. |
| Founded | 2019 | 2011 |
| Headquarters | Cambridge, Massachusetts, United States | BigML lists Corvallis, Oregon as headquarters and Valencia, Spain as its European headquarters. |
| Integrations | Listed integrations include Databricks, MongoDB, Amazon Redshift, PostgreSQL, MySQL, MariaDB, Google Analytics 4, HubSpot, Airtable, Snowflake, BigQuery, Salesforce, Google Sheets, and Zapier. | Official tools include Google Sheets, Zapier, Node-RED, Alexa, PredictServer and a native BigMLX macOS application. |
| What it does | Akkio is an AI platform that automates campaign workflows for media agencies and data providers. | BigML provides cloud and deployable machine-learning workflows for classification, regression, forecasting, clustering, anomaly detection, association discovery and topic modeling. |
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
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.