Decision Support · Side-by-side

BigML vs Neural Designer. Side by side.

Compare pricing, strengths, and use cases so it is easier to pick the right fit.

Browse alternatives Browse workflows

Change tools

Comparison Ready

BigML

Best overall

Neural Designer

For everyday users who want a quick, web-based way to build predictive models without coding, BigML is the clear winner thanks to its friendly interface and free tier. Neural Designer is a powerful desktop tool for statisticians or engineers who need raw speed and full control, but its dated interface and steep learning curve make it a poor fit for casual users. The single biggest difference: BigML is a cloud service you can use from any browser, while Neural Designer is a heavyweight desktop app that requires installation and statistical know-how.

BigML

Free tier available, paid plans from $800/session or $10,000/year #3831 of 3,826 Web

Neural Designer

#4402 of 3,826 Web

Scores at a glance

BigMLNeural DesignerPractical Versatility

Onboarding Ease

Ecosystem Fit

Market Value

Choose BigML if

You run a small business and want to predict which customers will churn next month using a CSV export from your CRM
You're a student or hobbyist who wants to learn machine learning without coding — the free tier is perfect for experimenting
You need to classify customer feedback into topics (e.g., 'pricing', 'support') using a simple upload of text data
You want a quick forecast of next quarter's sales based on historical data, and you don't mind paying per session for accuracy

Choose Neural Designer if

You're a data analyst or engineer who needs to build a custom neural network for a research project and wants full control over every parameter
You work with very large datasets (millions of rows) and need a desktop tool that won't slow down or cost per prediction
You need to export a model as C++ code to embed in a real-time application (e.g., a sensor reading system)
You value model interpretability and want to see exactly which input features drive each prediction

Key differences

BigML is a cloud service (use from any browser); Neural Designer is a desktop app (install on Windows/Mac/Linux)
BigML has a free tier; Neural Designer's pricing is hidden and likely higher for casual use
BigML is beginner-friendly with guided AutoML; Neural Designer requires statistical knowledge to configure networks
Neural Designer exports models as C++/PMML for production; BigML outputs API endpoints and visualizations
BigML supports images and URLs as input; Neural Designer is limited to tabular data (CSV, Excel, SQL)
Neural Designer's C++ engine is faster for large datasets; BigML's cloud approach is simpler for small-to-medium data

Facts side by side

	BigML	Neural Designer
Free plan
Mobile app
API access

BigML: strengths & weaknesses

Point-and-click interface that guides you from data upload to a working model in minutes
Handles many real-world tasks: predicting sales, spotting fraud, grouping customers, finding patterns in text
Free tier lets you try everything before spending a dime
Good documentation and tutorials help non-experts learn as they go
Gets expensive fast if you have large datasets or need many predictions (plans start at $800/session)
No mobile app, so you can't manage models on the go
Limited integrations with popular tools like Google Sheets or Zapier
No API listed, so you can't easily connect it to your own apps

Neural Designer: strengths & weaknesses

Blazing fast C++ engine that handles large datasets and complex neural networks efficiently
No coding required, but gives you deep control over model architecture and training
Excellent technical support and high model transparency (you can see exactly why a prediction was made)
Can export models as standalone C++ code or PMML for production use
Interface looks like software from 2010 — not intuitive for beginners
Steep learning curve: you need to understand terms like normalization, Quasi-Newton, and ROC curves
Pricing is not published, which is a red flag for budget-conscious users
No mobile app, no API, and no cloud version — it's a desktop-only tool

Common questions

Can I use BigML or Neural Designer on my phone?

No — neither tool has a mobile app. BigML's web interface works on a phone browser but is not optimized for small screens. Neural Designer is desktop-only.

Which tool is better for a complete beginner who has never done machine learning?

BigML is much better for beginners. Its free tier, guided AutoML, and clear documentation let you upload a CSV and get predictions in under 10 minutes without learning any jargon.

Is BigML worth the price for a small business?

Only if you have a small dataset and a clear use case. The free tier is great for testing, but paid plans start at $800 per session — that's expensive for a one-off analysis. For ongoing use, consider cheaper alternatives like Google AutoML or a simple spreadsheet model.

Does Neural Designer require coding?

No, it's a graphical tool — you drag and drop to set up your model. But you do need to understand machine learning concepts like normalization, training algorithms, and validation metrics to use it effectively.

Which tool is better for time series forecasting (e.g., predicting sales next quarter)?

Both can do it, but BigML is easier for a quick forecast. Upload your historical data, select 'Time Series Forecasting', and get a result. Neural Designer requires you to manually set up the network architecture for time series, which is more complex.

Can I integrate these tools with my existing software (like Excel or a website)?

BigML offers API endpoints for predictions, but the tool facts don't list an API — so integration may be limited. Neural Designer exports models as C++ or PMML, which developers can embed, but it's not a plug-and-play integration for non-technical users.

BigML wins for everyday users with its free, beginner-friendly cloud platform; Neural Designer is a powerful but niche desktop tool for experts who need speed and control.

If you're a regular person who just wants to make predictions from your data without a headache, start with BigML's free tier — it's the easiest path to a working model. Leave Neural Designer to the statisticians and engineers who need raw power and don't mind a steep learning curve. For most everyday tasks, BigML is the practical choice.

Visit BigML Visit Neural Designer

Detail pages: BigML · Neural Designer

BigML

Neural Designer

Free plan

Mobile app

API access