The Best Data Mining And Extraction Software in 2026
We researched data mining and extraction software using vendors’ official websites, including pricing pages, plan tables, and product documentation. Rankings consider each product’s core data collection and mining capabilities, value for money, and verified features. Compare tools for gathering and working with data across the category.
Our top picks
-
Top ranked
Apify#1 of 298.8/10A cloud-based toolkit for browser automation and scalable web data collection.
Free plan
-
Runner-up
Bright Data Web Scraper API#2 of 298.6/10A capable API for difficult-site scraping, with flexible usage pricing and broad delivery options.
Free plan
-
Top-ranked free plan
KNIME Analytics Platform#3 of 298.5/10A free visual analytics platform for data mining, forecasting, and repeatable workflows.
Free plan
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
The full ranking 29 tools, best first
-
Best forTeams building scalable web data collection
A cloud-based toolkit for browser automation and scalable web data collection.
8.8/10★★★★☆Visit Apify -
Best forReliable web scraping across difficult sites
A capable API for difficult-site scraping, with flexible usage pricing and broad delivery options.
- No-code workflows
- JavaScript rendering
- Scheduled extraction
8.6/10★★★★☆Visit Bright Data -
Best forFree visual analytics and data-mining workflows
A free visual analytics platform for data mining, forecasting, and repeatable workflows.
- API access
8.5/10★★★★☆Visit KNIME -
Best forVisual predictive analytics and machine learning
A visual data science environment for preparing data, building models, and forecasting.
- API access
8.4/10★★★★☆Try Altair AI Studio -
Best forLow-cost invoice and receipt field extraction
A focused AWS API for extracting invoice and receipt fields, with usage-based per-page pricing.
8.3/10★★★★☆Visit site -
Best forEnterprise document extraction and review workflows
Enterprise document extraction with review, routing, and deployment flexibility.
- API access
8.2/10★★★★☆Visit ABBYY -
Best forEnterprise predictive modeling and text analytics
A visual modeling suite for teams that need predictive analytics and text mining.
8.1/10★★★★☆Visit IBM -
Best forFree desktop data analysis and modeling
Free visual data mining with forecasting, modeling, and Python extensibility.
- API access
8.0/10★★★★☆Visit Orange -
Best forWeb extraction plus entity enrichment
A web data toolkit that pairs structured extraction and crawling with entity enrichment.
- API access
7.8/10★★★★☆Visit Diffbot -
Best forDocument parsing with human review and integrations
Extract structured document data with OCR, human review, and workflow integrations.
- API access
7.7/10★★★★☆Visit Airparser -
Best forResearchers and developers seeking free desktop mining tools
A free, extensible desktop toolkit for mining and evaluating data with multiple access modes.
- API access
7.6/10★★★★☆Visit Weka -
Best forDevelopers building custom web crawlers
A flexible crawler toolkit for developers, with hosted execution handled separately through Apify.
7.5/10★★★★☆Visit Crawlee -
Best forDevelopers needing managed browser-based scraping
Managed browser rendering and scraping controls for developers, priced by successful responses.
7.4/10★★★★☆Visit Zyte API -
Best forAPI-first scraping with proxy and browser controls
An API-first scraper with rendering, proxy controls, and crawler options across paid tiers.
7.3/10★★★★☆Visit ScraperAPI -
Best forCloud scraping with JavaScript scenarios
A developer-focused scraping API with JavaScript automation, proxies, and extraction tools.
7.2/10★★★★☆Visit ScrapingBee -
Best forNo-code scraping with templates and cloud runs
Build visual scraping workflows, then run them locally or on a schedule in the cloud.
7.1/10★★★★☆Visit Octoparse -
Best forVisual extraction from interactive websites
A graphical scraper for JavaScript-heavy sites, with cloud runs and API exports.
- No-code workflows
- JavaScript rendering
- Scheduled extraction
7.0/10★★★★☆Visit ParseHub -
Best forRetail teams tracking competitor prices and listings
A focused monitoring platform for retail pricing, listings, availability, and MAP evidence.
6.9/10★★★☆☆Visit Import.io -
Best forCollecting localized search-engine results
A focused API for localized SERP extraction across four search engines.
6.8/10★★★☆☆Visit Oxylabs -
Best forE-commerce teams tracking competitor prices
Price monitoring and scraping tools with plans starting at $29 per month.
6.7/10★★★☆☆Visit Agenty -
Best forWindows users building desktop scraping workflows
A Windows desktop scraper with visual workflows, JavaScript, scheduling, and broad exports.
- No-code workflows
- JavaScript rendering
- Scheduled extraction
6.6/10★★★☆☆Visit Helium Scraper -
Best forOrganizations needing managed web extraction
Managed, no-code web extraction with scheduling and API access, starting at $500 monthly.
- No-code workflows
- JavaScript rendering
- Scheduled extraction
6.5/10★★★☆☆Visit Mozenda -
Best forGoogle Cloud users extracting invoice data
A cloud invoice parser for extracting headers and line items through Google Cloud.
- API access
6.4/10★★★☆☆Visit Google Cloud -
Best forTeams automating invoice capture and approvals
A focused accounts-payable tool for capturing invoices and routing them through approval.
- API access
6.3/10★★★☆☆Visit site -
Best forTeams extracting data from varied document types
Extracts structured data from business documents through APIs and mobile capture tools.
- API access
6.2/10★★★☆☆Visit Veryfi -
Best forDevelopers extracting invoice fields via API
An invoice OCR API that returns supplier, tax, total, and line-item data as JSON.
6.1/10★★★☆☆Visit Mindee -
Best forTeams routing invoice approvals by policy
A focused invoice-approval agent, not a broad data-mining or extraction tool.
5.9/10★★★☆☆Visit Nanonets -
Best forSpecialists using Mahout Classic algorithms
A fit for Mahout Classic mining algorithms, but current development centers on quantum computing.
- Built-in data mining
- API access
5.8/10★★★☆☆Visit Apache Mahout -
Best forTeams adding speech synthesis to applications
Neural speech synthesis for applications, but not a data mining or extraction tool.
- API access
5.7/10★★★☆☆Try Azure AI Speech
No tools match those filters.
Compare at a glance
| # | Tool | Free plan | Paid from | Score |
|---|---|---|---|---|
| 1 | Apify | Yes | $19/mo | 8.8 |
| 2 | Bright Data Web Scraper API | Yes | $499/mo | 8.6 |
| 3 | KNIME Analytics Platform | Yes | Free | 8.5 |
| 4 | Altair AI Studio | Yes | 8.4 | |
| 5 | Amazon Textract AnalyzeExpense | No | $0.008/unit/mo | 8.3 |
| 6 | ABBYY Vantage | No | 8.2 | |
| 7 | IBM SPSS Modeler | No | $529/user/mo | 8.1 |
| 8 | Orange Data Mining | Yes | Free | 8.0 |
| 9 | Diffbot | Yes | $299/mo | 7.8 |
| 10 | Airparser | Yes | $33/mo | 7.7 |
| 11 | Weka | Yes | Free | 7.6 |
| 12 | Crawlee | Yes | Free | 7.5 |
| 13 | Zyte API | No | $100/mo | 7.4 |
| 14 | ScraperAPI | Yes | 7.3 | |
| 15 | ScrapingBee | No | $19/mo | 7.2 |
| 16 | Octoparse | Yes | $69/mo | 7.1 |
| 17 | ParseHub | Yes | 7.0 | |
| 18 | Import.io Aperture | 6.9 | ||
| 19 | Oxylabs SERP Scraper API | No | $49/mo | 6.8 |
| 20 | Agenty | No | $29/mo | 6.7 |
| 21 | Helium Scraper | No | $99 one-time | 6.6 |
| 22 | Mozenda | No | $500/mo | 6.5 |
| 23 | Google Cloud Document AI Invoice Parser | No | 6.4 | |
| 24 | Klippa Invoice Processing (now Doxis SpendControl) | No | €95/mo | 6.3 |
| 25 | Veryfi API | Yes | $500/mo | 6.2 |
| 26 | Mindee Invoice OCR | 6.1 | ||
| 27 | Nanonets Approval Routing Agent | Yes | $100/mo | 5.9 |
| 28 | Apache Mahout | Yes | Free | 5.8 |
| 29 | Azure AI Speech | Yes | 5.7 |
Head-to-head All 27 comparisons →
- Apify vs Bright Data Web Scraper API
- Apify vs KNIME Analytics Platform
- Apify vs Altair AI Studio
- Apify vs Amazon Textract AnalyzeExpense
- Apify vs ABBYY Vantage
- Apify vs IBM SPSS Modeler
- Apify vs Orange Data Mining
- Bright Data Web Scraper API vs KNIME Analytics Platform
- Bright Data Web Scraper API vs Altair AI Studio
Explore other topics All topics →
- AI Tools 303 directories · 8,269 tools ranked AI Writing Tools · AI Video Generators · Text-to-Speech Software
- Web Hosting & Domains 275 directories · 6,107 tools ranked Shared Web Hosting · Managed Cloud Hosting · Dedicated Server Hosting
- Productivity 157 directories · 4,948 tools ranked Note-Taking Apps · Calendar Apps · Project Management Software
- Marketing 135 directories · 3,977 tools ranked SEO Tools · Influencer Marketing Platforms · Email Marketing Software
- Sales & CRM 152 directories · 4,161 tools ranked Real Estate CRM Software · CRM Software · Proposal Software
- Customer Service 55 directories · 1,547 tools ranked Chatbot Builders · Knowledge Base Software · Call Center Software
How we rank data mining and extraction software
Every tool on this page was researched by iTechGuides Editors from its official website — pricing pages, plan tables and product documentation. We rank on how well each one does this category's core job, what the free or entry plan includes, and where it falls short. Where we have enough verified facts, the score out of 10 is a rubric — job fit, value and how much we could verify — shown with its breakdown on every tool's page; a tool we have not verified enough to score yet shows its rank without a number. Scores are re-checked when a product changes its plans. Read the full editorial policy, or submit a tool we missed.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update