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Science 2.9k tools curated Explore research data analysis

Top AI Research & Data Analysis Tools (2026)

Literature review, statistical modeling, visualization — what scientists and analysts swear by.

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Editor’s note

Research and data-analysis AI is the backbone of modern knowledge work. The collection below surfaces tools for literature review and citation management, statistical modeling, visualization, and reproducible pipelines. We lean toward tools that expose their reasoning and let you audit the provenance of any claim — non-negotiable for serious analytical work.

Quick summary

  • This collection surfaces 2863 vetted AI tools in research data analysis that match this page’s editorial filters — not a generic directory dump.
  • Start with the comparison table, then read in-depth notes on: BarRaiser, JotBot AI, Folderly.
  • Pricing labels are summarized for scanning; always confirm current plans on each vendor’s site before purchase.

Jump to compare tools or explore the full research data analysis category on the directory.

Scanner-friendly

Compare tools

Pricing shown as tier + amount only (long copy from vendor HTML is hidden here). Open each profile for full tiers and feature lists.

ToolFree tierPricingRatingTraffic / moProfile
BarRaiserNo—5.080.5k View
JotBot AINo—5.080.3k View
FolderlyYes

Free

$0

Yearly

$64/month /month

Monthly

$79/month /month

5.078.3k View
Sharly AIYes

Free

$0

5.078.2k View
NeuronsNo—5.076.9k View
WellowsNo

Pro

$497

Essential

$97

Starter

$297

5.075.8k View
AnswerFlow AINo

LIFETIME ACCESS

$299 /year

5.075.0k View
BeeKrowdNo

Business

Custom Business Tailored enterprise soluti…

Pro

$10 /month

Current

$0 /month

5.075.0k View
WebscrapeAINo

WebScrapeAI Pro

$47 /month

WebScrapeAI Bulk

$87 /month

WebScrapeAI

$27 /month

5.075.0k View
ChekableNo—5.075.0k View
Mai WriterYes

Free

$0 /month

5.075.0k View
Cretorial.aiNo—5.075.0k View
Lebesgue: AI CMOYes

Free

$0 /month

Advanced

$59 /month

Ultimate

$79 /month

Le Pixel: Lebesgue Attribution

$249 /month

5.074.9k View
Connected-StoriesNo—5.074.7k View
SecodaNo

Core

Core Deploy Secoda's all-in-one solution.

Premium

Premium Manage and measure your governance…

Starter

Starter Get started with simple cataloging…

Enterprise

Enterprise Built for bigger teams with sec…

5.074.3k View
TapesearchNo

API Access

$60 /month

Tapesearch Pro

$12.50 /month

Tapesearch Insights

$31 /month

5.073.7k View
XenonStackNo—5.072.5k View
InspectorioNo—5.071.6k View

Rows reflect this page’s result set. Sorting is a view aid only — it does not change editorial order in JSON-LD lists.

Decision shortcuts

Best picks by use case

  • Best starting point

    BarRaiser currently leads this shortlist on combined traffic and editorial rating — use it as your first live test against real work samples.

    Primary pick

    BarRaiser

    Open profile

  • Strong alternate

    JotBot AI is the best second stop when you need a different UX, integration path, or price structure without leaving this niche.

    Primary pick

    JotBot AI

    Open profile

  • Free-tier friendly

    Folderly is flagged with free access in our listing — ideal for proof-of-value before you commit to a paid plan.

    Primary pick

    Folderly

    Open profile

Scan the shortlist

18 AI tools in this collection

Depth layer

In-depth tool notes

Structured pros, cons, and positioning for each pick on this page — designed for scanners and AI-overview style summaries alike.

BarRaiser

Rated 5.0/5 · ~80.5k visits/mo

Full profile

BarRaiser is an AI-powered video interview intelligence platform that saves time, conducts unbiased interviews, and provides a great candidate experience. It cuts hiring time by 30%, conducts structured interviews with an AI interview copilot, eliminating manual note taking, and provides automated feedback in your ATS. It enhances your team's hiring capabilities and helps make confident hiring decisions.

Pros

  • Saves 30% of recruitment hours
  • Reduces time per screening by 75 minutes
  • Potential $4,000+ savings per hire
  • 17% faster offer rollouts
  • Ensures transparency in decision-making
  • Mitigates biases in the hiring process
  • Seamless integration with 20+ apps

Cons

  • Pricing information not readily available (contact for pricing)
  • Requires initial setup and integration with existing ATS
  • Reliance on AI may require human oversight to ensure ethical considerations

Tags: AI Interview Platform, Video Interview, Interview Intelligence, Structured Interviews, AI Interview Copilot, Interviewer Training, Hiring Bias, Recruitment

JotBot AI

Rated 5.0/5 · ~80.3k visits/mo

Full profile

JotBot is an AI-powered writing assistant that mimics your personal writing style, equipped with real-time note-taking, source management, and advanced editing tools to help you write 100 times faster. It handles the struggle of finding the right words and sources — so you can focus on your ideas. JotBot works alongside writers, students, teams, and researchers everywhere.

Pros

  • Mimics your personal writing style.
  • Equipped with real-time note-taking.
  • Offers source management.
  • Provides advanced editing tools.
  • Helps you write faster.

Cons

  • Limited daily credits on the free plan.
  • Some features require a paid subscription.

Tags: AI Writing Assistant, AI Essay Writer, AI Source Finder, AI Outline Generator, Writing Tool, Research Tool, Editing Tool, Document Assistant

Folderly

Rated 5.0/5 · ~78.3k visits/mo

Full profile

Folderly is an AI-powered email deliverability platform that offers monitoring, testing, and spam prevention tools. It includes a free spam word checker, SPF and DMARC record generators, and aims to help users reach inboxes consistently. Folderly provides solutions to boost sender reputation, analyze email placement, and monitor mailbox health in real-time.

Pros

  • Comprehensive email deliverability solution
  • AI-powered spam prevention
  • Integration with major ESPs
  • Real-time monitoring and alerts
  • Tools for SPF and DMARC record generation

Cons

  • May require technical expertise for setup and integration
  • Pricing not explicitly stated on the main website (contact for pricing)
  • Some features may require a paid subscription

Tags: Email deliverability, Spam prevention, Sender reputation, Inbox placement, Email marketing, SPF, DMARC, Email testing

Sharly AI

Rated 5.0/5 · ~78.2k visits/mo

Full profile

Sharly AI is an AI tool designed for document workflow, allowing users to chat with documents and PDFs. It summarizes and organizes content efficiently using an AI chatbot. It supports more than 50 types of documents, cross-document analysis, and automatic OCR for PDFs. It integrates with Google Drive and is powered by GPT-4, offering high accuracy through model tuning and extracts citations from sources. Sharly AI offers solutions for researchers, legal professionals, and project managers, providing AI-powered document analysis and data insights.

Pros

  • Summarizes and simplifies complex documents
  • Supports various document types
  • Offers cross-document analysis
  • Provides accurate summaries and citations
  • Enhances research and reading experience
  • Offers custom AI behavior

Cons

  • GPT-4 available only on PRO version
  • May require essential cookies for site functionality

Tags: AI Summarizer, Document Analysis, PDF AI Chat, Cross-document Analysis, Automatic OCR, GPT-4, Legal Tech, Project Management

Neurons

Rated 5.0/5 · ~76.9k visits/mo

Full profile

Neurons is a marketing AI platform powered by neuroscience that helps users visualize customer attention and get instant feedback on their visuals. It leverages over 20 years of neuroscience experience to improve campaign effectiveness. The platform offers solutions and products like Neurons AI and Neurons API to drive revenue with effective creatives and enrich products with customer predictions.

Pros

  • Data-driven campaign optimization
  • Neuroscience-backed insights
  • AI-powered recommendations
  • Improved ad performance
  • Time-saving design revisions

Cons

  • May require understanding of neuroscience principles for optimal use
  • Pricing not explicitly stated
  • Limited information on specific AI models used

Tags: Neuromarketing, AI, Advertising, Attention visualization, KPI, Ad optimization, Customer insights, Marketing AI

Wellows

Rated 5.0/5 · ~75.8k visits/mo

Full profile

Wellows is an AI Search Visibility platform that helps brands understand how they appear across ChatGPT, Gemini, Perplexity, and Google AI. It unifies citations, sentiment, implicit mentions, competitor visibility, and query insights into one dashboard—showing how AI systems interpret, reference, or overlook your brand. With its Citation Score, AI visibility tracking, competitive benchmarks, and AI-driven content briefs, Wellows enables marketers to identify missed opportunities, reclaim citations, and create content aligned with how AI answers are generated. It bridges traditional SEO with AI-driven discovery, giving teams clearer visibility and faster execution.

Pros

  • Saves significant time on manual SEO tasks.
  • Uncovers hidden keyword opportunities.
  • Ensures brand consistency in content creation.
  • Provides real-time insights on keyword performance in ChatGPT.
  • Streamlines SEO workflows from keyword discovery to content drafting.

Cons

  • Requires a paid plan for full access to features.
  • May require some initial setup to integrate with GSC and brand guidelines.
  • Effectiveness depends on the quality of seed keyword input and brand guidelines.

Tags: AI Search Visibility, Citation Tracking, AI Brand Monitoring, GSC Integration, Content Creation, ChatGPT Mentions, Search Intent Analysis, SEO Automation

AnswerFlow AI

Rated 5.0/5 · ~75.0k visits/mo

Full profile

AnswerFlow AI allows users to build unlimited custom ChatGPT Bots for Lifetime using their own OpenAI API key. It enables businesses to boost efficiency with data-driven chatbots and natural language processing for better insights and automation. Users can connect data sources and have their AI Bot ready within minutes, trained on their data.

Pros

  • Lifetime access with one-time payment
  • Unlimited ChatGPT Bots
  • Connect to various data sources
  • Embeddable on websites
  • Uses your own OpenAI API key for cost control
  • Secure Knowledge base

Cons

  • Requires an OpenAI API key, which incurs separate costs
  • One year of updates included, potentially requiring future payments for continued updates
  • Integrations Library is 'Coming Soon'

BeeKrowd

Rated 5.0/5 · ~75.0k visits/mo

Full profile

BeeKrowd is a modern learning platform that connects students with expert mentors, offering interactive coding challenges and real-world projects. It provides insights, strategies, and tools to craft effective fundraising profiles and compelling financial models on an AI-powered platform. BeeKrowd empowers digital learning by offering online learning, programming, coding challenges, mentorship, an education platform, interactive learning, coding education, and tech skills.

Pros

  • AI-powered financial models simplify financial planning
  • Interactive coding challenges enhance learning
  • Expert mentorship provides valuable guidance
  • User-friendly interface with no manual calculations
  • Comprehensive financial reports with one-click generation

Cons

  • Advanced features require a paid subscription
  • Reliance on AI may reduce manual financial skills
  • Potential learning curve for users unfamiliar with financial modeling

Tags: Online learning, Programming, Coding challenges, Mentorship, Education platform, Interactive learning, Coding education, Tech skills

WebscrapeAI

Rated 5.0/5 · ~75.0k visits/mo

Full profile

Webscrape AI is a no-code web scraping tool that allows users to automate data collection from websites without needing any coding skills. It uses AI to accurately extract data from specified URLs, offering features like customizable data collection preferences, fast data collection, and cost-effective pricing plans. It is designed to be incredibly easy to use, requiring users to simply enter the URL and the items they want to scrape.

Pros

  • No coding skills required
  • Easy to use interface
  • Accurate data collection
  • Saves time by automating data collection
  • Customizable to suit specific data needs
  • Affordable pricing plans

Cons

  • Limited to publicly available data
  • May not work on websites with complex authentication
  • Number of URLs scraped depends on the pricing plan

Tags: Web scraping, Data extraction, No-code, AI scraper, Automation, Data collection

Chekable

Rated 5.0/5 · ~75.0k visits/mo

Full profile

Chekable is an AI-powered patent prosecution software designed for patent professionals. It offers services such as prior art searching, infringement monitoring, licensee matching, and patent drafting assistance. The platform aims to streamline the patent filing process for attorneys and agents.

Pros

  • AI-driven automation of patent-related tasks
  • Comprehensive suite of interconnected applications
  • Generative patent drafting software
  • Semantic patent search capabilities
  • Potential for increased efficiency and reduced costs

Cons

  • All purchases are non-refundable
  • Terms and Conditions last updated in 2022, which may need updating
  • Requires user registration
  • Reliance on AI may require careful review and validation by professionals

Tags: Patent software, AI patent drafting, Patent search, Patent prosecution, Intellectual property, Prior art search, Infringement monitoring, Licensee matching

Mai Writer

Rated 5.0/5 · ~75.0k visits/mo

Full profile

Mai Writer is an AI writing and marketing assistant designed to help users create high-converting Facebook and Google Ads, build high-ranking articles, and develop long-form sales letters quickly. It also supports landing page creation and custom AI research by uploading PDF data sources. Mai Writer aims to eliminate writer's block, stale content, prompting guesswork, and off-brand content.

Pros

  • Eliminates writer's block and stale content
  • Provides diverse content creation options with the Nudge feature
  • Ensures on-brand content with the Brand Personality feature
  • Offers fact-checking with the Web Researcher feature
  • Speeds up content creation and marketing campaign development
  • Integrated chat and word editor for seamless workflow

Cons

  • Relies on the accuracy of AI-generated content, requiring human oversight
  • May require a learning curve to fully utilize all features of the Spellbook
  • Potential dependence on AI may reduce creative thinking over time

Tags: AI writer, AI marketing assistant, Content creation, Facebook Ads, Google Ads, Article writing, Landing pages, AI research

Cretorial.ai

Rated 5.0/5 · ~75.0k visits/mo

Full profile

Cretorial.ai is an AI platform designed to help users effortlessly create extraordinary content. It accommodates both short and long-form writing styles, making it suitable for social media captions, product descriptions, blogs, articles, ad copy, and more. It offers features like an AI Photo Expression Wizard, tonality and word-limit filters, and access to stock images and stickers.

Pros

  • Offers a wide range of content templates
  • Includes AI-powered tools for content generation and editing
  • Provides access to free stock images and stickers
  • Supports multi-language slogans
  • User-friendly interface
  • Industry-specific, ad-ready content for major E-commerce categories
  • AI Expression Wizard recognizes and interprets emotions behind images

Cons

  • May require some learning to fully utilize all features
  • Effectiveness depends on the quality of input and prompts

Tags: AI writer, Content creation, Social media content, Ad copy, E-commerce content, Blog writing, SEO, Hashtag generator

Lebesgue: AI CMO

Rated 5.0/5 · ~74.9k visits/mo

Full profile

Lebesgue is your AI CMO, providing comprehensive marketing analysis and optimization to help you achieve your goals. By analyzing global marketing trends, tracking your competitors, and monitoring your business metrics, Lebesgue offers a full view of the market and helps you stay ahead of the competition. With in-depth competitors intelligence and market benchmarks, Lebesgue enables you to make informed decisions and stay up-to-date with the latest trends. Moreover, Lebesgue offers lifetime value analysis to optimize your customer acquisition strategies and maximize your returns. Its AI copywriter provides personalized content based on your competitors' ads and what works in advertising, ensuring your messages resonate with your audience and drive conversions. Lebesgue helps e-commerce stores make marketing decisions and boost ROI by analyzing all core metrics and providing actionable insights.

Pros

  • Comprehensive marketing analysis and optimization.
  • In-depth competitor intelligence and market benchmarks.
  • Actionable insights for better marketing decisions.
  • Personalized recommendations and tips.
  • Intuitive data presentation.
  • Excellent customer service.

Cons

  • May require a learning curve to fully utilize all features.
  • Pricing may be a barrier for some small businesses.
  • Le Pixel attribution model has an additional cost.

Tags: AI CMO, Marketing analytics, Competitor analysis, LTV analysis, E-commerce marketing, ROI optimization, Marketing automation, Advertising

Connected-Stories

Rated 5.0/5 · ~74.7k visits/mo

Full profile

Connected-Stories is a creative management platform powered by AI, specifically GenAIssance, that allows the orchestration of the entire creative personalization process. It features a Generative AI-powered chat interface capable of taking a campaign brief and assets and transforming them into actionable strategies and generating personalized content. The platform leverages advanced multimodal GenAI technology and proprietary Predictive AI models to analyze real-time signals and optimize content experiences for each user.

Pros

  • AI-powered personalization at scale
  • Comprehensive creative management platform
  • In-depth content analytics
  • Focus on responsible AI and data security
  • Eco-friendly practices

Cons

  • May require a learning curve to fully utilize AI features
  • Pricing details require contacting the company
  • Reliance on AI may reduce creative control for some users

Tags: Creative Management Platform, Generative AI, Personalized Content, AI-powered Marketing, Content Optimization, Data Analytics, Responsible AI, Video Ads

Secoda

Rated 5.0/5 · ~74.3k visits/mo

Full profile

Secoda AI is a unified data governance platform that combines data cataloging, observability, lineage, and governance into one AI-ready platform. It enables anyone in an organization, regardless of technical ability, to access and understand data knowledge quickly. Secoda integrates with various data sources and tools to provide a single source of truth for data discovery, quality monitoring, policy enforcement, and secure access.

Pros

  • Unified platform for data governance, cataloging, observability, and lineage
  • AI-powered search and automation
  • Integration with a wide range of data sources and tools
  • User-friendly interface
  • Scalable access control
  • Improved data literacy and trust

Cons

  • Pricing may be a barrier for smaller teams
  • Requires initial setup and configuration to connect data sources
  • Some features are only available in higher-tier plans

Tags: Data governance, Data catalog, Data lineage, Data observability, Metadata management, Data quality, AI, Data discovery

Tapesearch

Rated 5.0/5 · ~73.7k visits/mo

Full profile

Tapesearch is a search engine that allows you to search within what was said in a podcast by looking in AI-generated transcripts using the latest search technology. It provides access to a large open database of podcast transcripts, allowing users to find specific moments and track brand mentions. Tapesearch also offers an API to integrate insights from trending conversations into apps.

Pros

  • Saves time by eliminating the need to listen to entire podcasts.
  • Provides access to a large database of podcast transcripts.
  • Offers alerts for brand mentions and trending topics.
  • Enables users to extract insights through natural conversation.
  • Makes podcasts more accessible to the Deaf and hard of hearing community.

Cons

  • Transcription model may make errors with names, fast speech, and music.
  • Paywalled/exclusive podcasts (e.g., Spotify) are not yet included.
  • Accuracy of timestamps may be affected by adverts or long periods of silence.

Tags: podcast search engine, AI transcript search, podcast transcripts, brand monitoring, market research, open-source intelligence, audio analysis, conversation tracking

XenonStack

Rated 5.0/5 · ~72.5k visits/mo

Full profile

XenonStack is an AI-first, data-driven, cloud-native organization. It focuses on building Enterprise Data and AI Platforms, Cloud-Native Applications, and Intelligent Distributed Systems for Decision Intelligence. XenonStack provides a data foundry for building agentic systems for business processes, legacy operations, enterprise systems, and autonomous AI agents. They offer solutions for transforming data management and analytics with Agentic AI, reimagining IT and service operations, and managing AI risks and compliance.

Pros

  • Comprehensive suite of AI and data solutions
  • Focus on agentic systems and autonomous operations
  • Solutions for various industries and use cases
  • Expertise in cloud-native technologies
  • Emphasis on AI risk management and responsible AI

Cons

  • May be complex to navigate the full range of offerings
  • Pricing information not readily available
  • Requires a good understanding of AI and data concepts to fully leverage the platform

Tags: AI, Data Science, Cloud Native, Agentic Systems, Autonomous Operations, Data Foundry, AI Engineering, Decision Intelligence

Inspectorio

Rated 5.0/5 · ~71.6k visits/mo

Full profile

Inspectorio is a supply chain management software platform that leverages AI to transform production chains. It offers solutions for quality risk management, responsible sourcing and compliance, traceability and transparency, production management, and supply chain network management. The platform aims to digitize and connect supply chain processes, break down silos, enable intelligent analysis, and allow for scalability of operations.

Pros

  • Comprehensive platform covering various aspects of supply chain management
  • AI-powered analytics for data-driven decision-making
  • Improved transparency and traceability
  • Enhanced operational efficiency
  • Scalable solutions for different company sizes

Cons

  • May require significant initial investment and setup
  • Integration with existing systems could be complex
  • Reliance on data accuracy for effective analytics
  • Potential learning curve for users unfamiliar with the platform

Tags: Supply Chain Management, Quality Control, Compliance, Traceability, Production Management, Risk Management, AI, Analytics

Power users

Feature matrix

High-level signals from our directory record. “Tag” columns are substring matches on vendor tags — confirm on each tool page before relying on them for procurement.

ToolFree tierRatingTraffic/moProfile
BarRaiserNo5.080.5k Open
JotBot AINo5.080.3k Open
FolderlyYes5.078.3k Open
Sharly AIYes5.078.2k Open
NeuronsNo5.076.9k Open
WellowsNo5.075.8k Open
AnswerFlow AINo5.075.0k Open
BeeKrowdNo5.075.0k Open
WebscrapeAINo5.075.0k Open
ChekableNo5.075.0k Open
Mai WriterYes5.075.0k Open
Cretorial.aiNo5.075.0k Open
Lebesgue: AI CMOYes5.074.9k Open
Connected-StoriesNo5.074.7k Open
SecodaNo5.074.3k Open
TapesearchNo5.073.7k Open
XenonStackNo5.072.5k Open
InspectorioNo5.071.6k Open

Pros & cons of this shortlist

Pros: You get a density of research data analysis tools that already passed category matching and ranking signals, which cuts research time versus open-ended search. About 4 entry/entries advertise free access in our data — useful for pilots.

Cons: Any directory view lags vendor roadmaps. Pricing chips and tags are not legal commitments — enterprise buyers should still run security review and contract redlines off each official site.

Pricing analysis

Below is a roll-up of how vendors in this research data analysis cluster label themselves in our directory. Treat it as a scanner-friendly shortcut — not a substitute for checkout-page verification.

Free · $0Yearly · $64/month/monthMonthly · $79/month/monthPro · $497Essential · $97Starter · $297LIFETIME ACCESS · $299/yearBusinessPro · $10/monthCurrent · $0/monthWebScrapeAI Pro · $47/monthWebScrapeAI Bulk · $87/monthWebScrapeAI · $27/monthFree · $0/month

Chips summarize tier + price from each record (vendor long copy omitted here). Currency and terms can change without notice.

How we tested and maintain this list

Research and data-analysis AI is the backbone of modern knowledge work.

We re-check pricing labels and positioning quarterly (or sooner when a vendor ships a materially new SKU). Tools must remain discoverable under this collection’s category scope.

We do not accept payment to appear in a curated ranking slot; sponsored inventory, if any on the wider site, is labeled separately from editorial ordering on this page.

Who should use this collection

  • Builders shipping research data analysis workflows weekly

    You need repeatable quality, clear upgrade paths, and pricing that scales with seats or usage. Prioritize tools with strong ratings and transparent tiers in the matrix below.

  • Teams standardizing procurement

    You will care about auditability: capture screenshots of pricing pages, confirm SSO or data residency on vendor sites, and shortlist 2 finalists from the comparison table.

  • Solo operators optimizing spend

    Start from the free-tier column, validate output on your own assets, then upgrade only when a tool clears a hard ROI bar.

Alternatives & next steps

Not an exact fit for “Top AI Research & Data Analysis Tools (2026)”? Browse adjacent hubs below or jump to the full category — often the best “alternative” is a neighboring workflow, not a me-too clone.

Browse the complete research data analysis category to find adjacent products that did not fit this editorial framing.

Was this roundup helpful?

Quick signal for our editors — helps prioritize refresh depth for “Top AI Research & Data Analysis Tools (2026)”.

Latest updates

  1. Layout refreshed: added comparison, matrix, FAQ, and methodology modules for deeper topical coverage.

FAQ

How were tools chosen for “Top AI Research & Data Analysis Tools (2026)”?
Literature review, statistical modeling, visualization — what scientists and analysts swear by. We rank candidates using on-site signals (traffic, ratings, pricing labels) within the research data analysis taxonomy, then editors shortlist for practical workflows.
Which tools should I try first?
Look at BarRaiser, JotBot AI, Folderly first — they currently lead this list’s scoring. Your final pick should still depend on stack, budget, and compliance needs.
Does this page include free research data analysis tools?
Where available, free tiers are called out in the comparison table. This collection includes 2863 tools matching the stated filters — not all offer a permanent free plan.
How often is this list updated?
We revise curated lists as product positioning and pricing change. See the “Latest updates” section on this page for the freshest editorial notes.

Keep exploring

This page is a focused hub — the parent category contains the full competitive set and more filters.

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