Weka may suit users who want free, open-source machine-learning software with a Java API or notebook workflow.
Free plan Open source WindowsMacLinuxAPISelf-hosted
- Home
- Analytics & Data
- Data Mining And Extraction Software
Best Data Mining And Extraction Software 2026
Facts read 20 Sep 2026 – 15 Oct 2026
Data mining and extraction software helps you pull information from documents, websites, APIs and other sources, then prepare it for analysis or downstream work. It can support no-code workflows, code-based extraction and built-in data mining.
The standings: top 10
| Name | In a line | Record score | Price from | Try it free | Runs on | Facts read |
|---|---|---|---|---|---|---|
| 01 Weka | Weka may suit users who want free, open-source machine-learning software with a Java API or notebook workflow. | 5.6 | Free plan | Free plan | Windows, Mac, Linux, API | 15 Oct 2026 |
| 02 Amazon Textract AnalyzeExpense | This service suits teams that need to extract and normalize invoice or receipt data for downstream applications. | 5.5 | Free plan | Free plan | Web, API, Self-hosted | 15 Oct 2026 |
| 03 KNIME Analytics Platform | The free desktop platform suits people building data workflows for personal use. | 5.5 | $19 a month | Free plan | Windows, Mac, Linux | 29 Sep 2026 |
| 04 Veryfi API | Veryfi API suits organizations that need to extract structured data from business documents through APIs or mobile capture. | 5.5 | $500 a month | Free plan | Android, iPhone & iPad, Web, API | 30 Sep 2026 |
| 05 ScrapingBee | 5.4 | $19 a month | Free plan | Web, API | 3 Oct 2026 | |
| 06 Octoparse | 5.3 | $69 a month, billed yearly | Free plan | Windows, Mac, API | 3 Oct 2026 | |
| 07 Agenty | It suits eCommerce teams tracking competitor prices, stock, reviews, or MAP compliance. | 5.2 | $29 a month | Free plan | Web, Browser extension, API | 8 Oct 2026 |
| 08 Airparser | Airparser suits teams processing varied documents who need structured exports, integrations, or human review. | 4.9 | $33 a month, billed yearly | Free trial | Web, API | 30 Sep 2026 |
| 09 Diffbot | Diffbot may suit companies seeking structured data from public web content through APIs, crawling, or a self-hostable search index. | 4.8 | $299 a month | Free plan | Web, API, Self-hosted | 7 Oct 2026 |
| 10 Nanonets Approval Routing Agent | 4.8 | Free plan | Free plan | Web, API, Self-hosted | 15 Oct 2026 |
Compare free access, paid starting points, extraction sources, JavaScript rendering, scheduled runs and API access. Check whether a tool runs on the web, through an API, on Windows or macOS, or in a self-hosted or Linux setup.
02
Amazon Textract AnalyzeExpense
This service suits teams that need to extract and normalize invoice or receipt data for downstream applications.
WebAPISelf-hosted Record5.5 Visit
03
KNIME Analytics Platform
The free desktop platform suits people building data workflows for personal use.
WindowsMacLinux Record5.5 Visit
04
Veryfi API
Veryfi API suits organizations that need to extract structured data from business documents through APIs or mobile capture.
AndroidiPhone & iPadWeb+1 Record5.5 Visit
05
ScrapingBee
WebAPI Record5.4 Visit
7
Agenty
WebBrowser extensionAPI $29 a month Record5.2 Visit It suits eCommerce teams tracking competitor prices, stock, reviews, or MAP compliance.
8
Airparser
WebAPI $33 a month, billed yearly Record4.9 Visit Airparser suits teams processing varied documents who need structured exports, integrations, or human review.
9
Diffbot
WebAPISelf-hosted $299 a month Record4.8 Visit Diffbot may suit companies seeking structured data from public web content through APIs, crawling, or a self-hostable search index.
12
Orange Data Mining
WindowsMacLinux Free plan Record4.7 Visit Orange may suit beginners, data scientists, and people learning data science in schools, universities, or professional training.
15
ABBYY Vantage
WebAPISelf-hosted — Record3.9 Visit ABBYY Vantage suits enterprise teams in financial services, insurance, healthcare, and transportation or logistics.
Before you choose
Compare free access and paid plans
A free plan can help you assess a workflow before committing. A free trial offers another way to evaluate a paid product.
Paid starting points vary by product. Agenty lists a $29 monthly starting price with a 14-day trial, while Apify lists a $19 monthly starting price.
Match the extraction source
Review the extraction sources a tool supports before choosing it. The category includes software for web, API and document-oriented work.
If your process changes between structured and unstructured inputs, confirm that the product supports the sources you need.
Check workflow controls
No-code workflows can reduce the need to write extraction logic. JavaScript rendering can matter when a page builds content in the browser.
Scheduled extraction supports recurring jobs, while API access can connect extraction to another service. Compare these controls with the way you plan to run jobs.
Choose a deployment platform
Products in this category run on web services, APIs, Windows, macOS, self-hosted environments or Linux. Pick a setup that fits your operating and security requirements.
A self-hosted or Linux option may suit a managed server workflow. A web or API service may fit a hosted integration.
Review code and mining features
Open-source code is available from items in this category. If you need to read or change the code, check the licence and deployment requirements.
Built-in data mining can reduce the need to assemble separate analysis steps. Confirm how it fits with your extraction workflow and output format.
Questions
Can I find a free plan for data mining and extraction software?
Yes. Free plans are offered by items in this category, including Agenty, Altair AI Studio, Apify and Crawlee.
Do these tools offer free trials?
Some do. Agenty lists a 14-day trial. Trial terms differ, so check the product's current pricing details.
Can I run extraction on a schedule?
Scheduled extraction is a comparison field for this category. Check the product details to confirm recurring-run support.
Do these products provide API access?
API access is a comparison field for this category. Confirm the API style, limits and supported operations before connecting a workflow.
Which platforms are supported?
Items in this category run on web, API, Windows, macOS, self-hosted and Linux environments. Platform support varies by product.
Is open-source code available?
Open-source code is offered by items in this category. Review the licence and deployment requirements for the product you are considering.
More in Analytics & Data
Web analytics tools 142Statistical Analysis Software 106Business Intelligence Tools 89Database Software 74GIS Software 64Heatmap and session replay tools 63Customer Data Platforms 58A/B Testing Tools 52Marketing Analytics Software 50Product Analytics Tools 45Data Lineage Tools 43Ecommerce Analytics Software 43Interactive Map Software 40Reporting Software 40Conversion Rate Optimization Software 39Marketing Attribution Software 38Customer Lifetime Value Software 37Mobile App Analytics Software 37