Head-to-head · Predictive Analytics Software
KNIME Analytics Platform vs BigML
KNIME Analytics Platform leads on 1 check, BigML on 1, and 5 are even. Who comes out ahead on the 7 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.
Our verdict
- Highest scoreKNIME Analytics Platform · 8.4/10
- Free planboth
- Free trialonly BigML
- Most featuresBigML · 5 of 5
KNIME Analytics Platform scores higher on our rubric for predictive analytics software: 8.4 against 7.6 out of 10; our editors rank them #11 and #18.
BigML offers automated machine learning; KNIME Analytics Platform doesn't. On deployment mode, KNIME Analytics Platform gives you Batch_and_real-time where BigML offers Real-time. KNIME Analytics Platform leads on data connectors: 300 versus 4.
KNIME Analytics Platform is the better fit for free visual analytics with broad connectivity. BigML is the better fit for teams wanting a flexible low-code predictive platform.
- KNIME Analytics Platform fits best
Free visual analytics with broad connectivity
- BigML fits best
Teams wanting a flexible low-code predictive platform
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Side by side
| Feature | KNIME Analytics Platform 8.4/10 Visit ↗ | BigML 7.6/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 8.4 | 7.6 |
| Ranking | #11 in Predictive Analytics Software | #18 in Predictive Analytics Software |
| Best for | Free visual analytics with broad connectivity | Teams wanting a flexible low-code predictive platform |
| Pricing model | Free | Free plan + paid |
| Starting price | Free | $10,000/yr |
| Free plan | ✓ | ✓ |
| Free trial | — | 3 days |
| Deployment | Desktop, Self-hosted, Cloud | Cloud, Self-hosted, Desktop |
| Platforms | Windows, macOS, Linux | Web, macOS |
| Support | Community, Docs | Email, Live chat, Phone · 24/7 |
| Integrations | 300+ integrations | 15 integrations |
| Built for | Solo, Small business, Mid-market, Enterprise | Small business, Mid-market, Enterprise |
| Features KNIME Analytics Platform 4/5 · BigML 5/5 | ||
| Forecasting workflows | ✓ | ✓ |
| Model evaluation | ✓ | ✓ |
| Automated machine learning | — | ✓ (best) |
| Time-series modeling | ✓ | ✓ |
| API access | ✓ | ✓ |
| Specs | ||
| Deployment mode | Batch_and_real-time | Real-time |
| Data connectors | 300 (best) | 4 |
| Our review | ||
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| Our verdict | KNIME Analytics Platform is a free, open-source desktop application for data access, preparation, analysis, modeling, and visualization. It suits data analysts, data scientists, business users, and teams that need repeatable predictive… Read the review → |
BigML is a cloud and deployable machine learning platform for analysts, developers, scientists, and organizations. It covers classification, regression, time-series forecasting, clustering, anomaly detection, association discovery, topic… Read the review → |
Strengths and trade-offs
KNIME Analytics Platform — where it wins
- Free, open-source desktop platform across Windows, macOS, and Linux
- 300+ connectors plus Python, R, cloud, warehouse, and BI integrations
- Visual forecasting, reusable workflows, scripting, and API deployment
Where it doesn't
- Automated machine learning is not part of the platform's listed capabilities
- Real-time REST deployment requires KNIME Hub or Server
- Desktop workflow execution is local rather than hosted by default
BigML — where it wins
- Free plan includes unlimited tasks and resources
- Supports forecasting, AutoML, evaluation, and explainability
- Cloud, on-premises, private-cloud, API, and self-hosted options
Where it doesn't
- Paid entry starts at $1,000 per month
- Free tasks are limited to 16 MB datasets and two parallel tasks
- BigML Lite is limited to five users and one organization
- KNIME Analytics Platform8.4/10 · Free plan
A free, connected platform for visual predictive workflows, forecasting, and repeatable analytics.
Visit KNIMEFull verdict → - BigML7.6/10 · Free plan · 3-day trial
A flexible low-code predictive platform with broad modeling, automation, and deployment options.
Visit BigMLFull verdict →
All predictive analytics software comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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