Link copied to clipboard # Eightfold AI vs Lightcast Comparison - What are their main differences? Share [ Export ](/compare/eightfold-ai/lightcast/export.csv) Eightfold AILightcast[+ Add Product](#) Pricing **Eightfold AI** No pricing available **Lightcast** No pricing available **Pricing Insights** from reviews Time to Implement **Eightfold AI** 4 months Based on 7 responses **Lightcast** Not enough reviews yet Return on Investment **Eightfold AI** 15 months Based on 5 responses **Lightcast** Not enough reviews yet Perceived Cost **Eightfold AI** $$$$$ **Lightcast** $$$$$ Average Discount **Eightfold AI** 16% **Lightcast** Not enough reviews yet ![Eightfold AI](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_c692662e744589c03d9d81d505d3f573/eightfold-ai.jpg "Eightfold AI") ![Lightcast](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_7077fd44f920ed269cf35ca5cc3a6416/lightcast.png "Lightcast") G2 offers free advice on this comparison. Chat with an expert How would you like to receive Software Advice? ![](/assets/advisor_router/laptop_form-f1a7012279826105416befde8d882ffc7589b1f9db09c93a1379d601cafe8e0d.svg) FormAnswer questions at your own pace, no call required. ![](/assets/advisor_router/ai_agent-4d78629a3ba354fed449a65c60df3a6f2eda90fb98411b711df4b25d7be52a38.svg) AI AgentChat live and get a recommendation in minutes. ![](/assets/advisor_router/phone_call_picker-c48821ec36f4182d8ee3e54cfbd3937500eec54d7b7e0cfb80dc80a8a733842f.svg) Phone CallTalk it through live with a software advisor. **Pros & Cons** from reviews **Eightfold AI** [ Communication (8) ](https://www.g2.com/products/eightfold-ai/reviews?filters%5Bsentiment_snippet%5D=2508665&qs=pros-and-cons#reviews)[ Time-saving (7) ](https://www.g2.com/products/eightfold-ai/reviews?filters%5Bsentiment_snippet%5D=2508943&qs=pros-and-cons#reviews)[ Candidate Management (11) ](https://www.g2.com/products/eightfold-ai/reviews?filters%5Bsentiment_snippet%5D=2508788&qs=pros-and-cons#reviews)[ Profile Management (9) ](https://www.g2.com/products/eightfold-ai/reviews?filters%5Bsentiment_snippet%5D=2508793&qs=pros-and-cons#reviews) **Lightcast** Not enough data Integrations **Eightfold AI** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_d08938b2bcd0f8cc93eb9321f26c74c4/claude-2025-12-11.jpeg "Product Avatar Image") Claude ](https://www.g2.com/products/claude-2025-12-11/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_dc8855248a4baee3ab92e3b9bf5273af/hackerrank-for-developers.png "Product Avatar Image") HackerRank for Developers ](https://www.g2.com/products/hackerrank-for-developers/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_30b3c178358140f2bed3cd7bba1af5f5/indeed-hiring-platform.jpeg "Product Avatar Image") Indeed Hiring Platform ](https://www.g2.com/products/indeed-hiring-platform/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_82f55e945509bff7b8009e8024cfe73c/oracle-database.jpg "Product Avatar Image") Oracle Database ](https://www.g2.com/products/oracle-database/reviews)[ View all ](https://www.g2.com/products/eightfold-ai/integrations) **Lightcast** Not enough data Screenshots **Eightfold AI** ![Eightfold AI screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1280428/TA-Pipeline---Pipeline-with-Spotlight.png) **Lightcast** ![Lightcast screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1329202/DEI-Benchmarking-_Resized_-50_-_1728-_-781-px_.gif) **Ratings** from reviews Meets Requirements **Eightfold AI** 8.2 8.2166 **Lightcast** 8.7 8.725 Ease of Use **Eightfold AI** 8.4 8.4167 **Lightcast** 8.5 8.528 Ease of Setup **Eightfold AI** 8.1 8.165 **Lightcast** 9.0 9.012 Ease of Admin **Eightfold AI** 8.2 8.241 **Lightcast** 9.2 9.212 Quality of Support **Eightfold AI** 8.3 8.3154 **Lightcast** 9.4 9.425 Has the product been a good partner in doing business? **Eightfold AI** 8.7 8.744 **Lightcast** 9.6 9.613 Product Direction (% positive) **Eightfold AI** 8.5 8.5155 **Lightcast** 9.6 9.628 **Features** ratings from reviews Talent Intelligence[Hide 44 FeaturesShow 44 Features](javascript:void(0);) 7.9 110 8.2 24 Platform Basics Interoperability 7.8(tied score) 71 7.8(tied score) 15 Performance 8.1 75 9.0(won by 0.9) 15 (There is a greater than 0.5 difference between this product's rating and its competitors) Self-service 7.7 71 8.6(won by 0.9) 16 (There is a greater than 0.5 difference between this product's rating and its competitors) Automation 8.4(won by 0.5) 80 (There is a greater than 0.5 difference between this product's rating and its competitors) 7.9 13 Platform Data Platform Search 8.0 75 8.8(won by 0.8) 22 (There is a greater than 0.5 difference between this product's rating and its competitors) Dashboard 7.8 73 8.2(won by 0.4) 20 Alerts and Notifications 7.8(won by 0.3) 66 7.5 18 Analytics 7.8 69 8.9(won by 1.1) 22 (There is a greater than 0.5 difference between this product's rating and its competitors) Platform Functionality Dashboard 8.0(tied score) 75 8.0(tied score) 22 Talent Management 8.2 61 8.4(won by 0.2) 22 Diversity 8.0 73 8.1(won by 0.1) 21 Add-on 7.8(won by 0.2) 49 7.6 16 Talent Acquisition 8.8(won by 0.1) 87 8.7 21 Proctoring 7.4 14 7.5(won by 0.1) 14 Assessments 7.5 16 7.7(won by 0.2) 15 Recruitment Management 10.0(won by default) 11 Not enough data Assessment Management Not enough data Not enough data Employee Management Not enough data Not enough data Email Management Not enough data Not enough data Compliance Management Not enough data Not enough data Training Management Not enough data Not enough data HR Management Not enough data Not enough data Compensation Management Not enough data Not enough data Competency Management Not enough data Not enough data Workflow Management Not enough data Not enough data Performance Management Not enough data Not enough data Mentoring Program Management Not enough data Not enough data Interview Management Not enough data Not enough data Agentic AI - Talent Intelligence Multi-step Planning 7.0(won by default) 5 Not enough data Natural Language Interaction 6.7(won by default) 5 Not enough data Adaptive Learning Not enough data Not enough data Decision Making Not enough data Not enough data Additional Functionality Onboarding Not enough data Not enough data Individual Development Plans Not enough data Not enough data Career Development Not enough data Not enough data Approval Process Control Not enough data Not enough data Customizable Branding Not enough data Not enough data AI Copilot Not enough data Not enough data Reminders Not enough data Not enough data Customizable Templates Not enough data Not enough data Employee Profiles Not enough data Not enough data Employee Engagement Not enough data Not enough data Learning & Development Not enough data Not enough data API Not enough data Not enough data Talent Marketplace Platforms[Hide 7 FeaturesShow 7 Features](javascript:void(0);) 7.4 13 Not enough data Career pathing Employee Profiles 7.4(won by default) 9 Not enough data Career Paths 7.2(won by default) 9 Not enough data Opportunity matching Opportunity Database 8.3(won by default) 9 Not enough data Opportunity Matching 7.8(won by default) 10 Not enough data Analytics and integrations Skills Analytics 7.7(won by default) 10 Not enough data Reporting 6.0(won by default) 10 Not enough data Integrations 7.3(won by default) 10 Not enough data Diversity Recruiting[Hide 108 FeaturesShow 108 Features](javascript:void(0);) 7.9 115 Not enough data Platform Basics Interoperability 7.8(won by default) 64 Not enough data Performance 8.1(won by default) 72 Not enough data Reporting 7.4(won by default) 61 Not enough data Real-Time Reporting Not enough data Not enough data Platform Data Platform Search 8.0(won by default) 71 Not enough data Visualization 8.0(won by default) 69 Not enough data Data Visualization Not enough data Not enough data Platform Content Automation 8.1(won by default) 70 Not enough data Content Creation 7.8(won by default) 60 Not enough data Content Library Feature Not Available Not enough data Dashboard Creation Not enough data Not enough data Platform Additional Functionality Sourcing and Candidate Identification 7.9(won by default) 86 | Verified Not enough data Job Posting 8.1(won by default) 65 Not enough data Applicant Tracking 7.8(won by default) 76 | Verified Not enough data Unbiased Sourcing 8.4(won by default) 62 Not enough data Job Description Management 8.4(won by default) 49 Not enough data Goal Setting/Tracking Not enough data Not enough data Additional Functionality Surveys & Feedback Not enough data Not enough data Benchmarking Not enough data Not enough data Microlearning Not enough data Not enough data Implicit Bias Elimination Not enough data Not enough data Employee Engagement Not enough data Not enough data Employee Resource Groups Not enough data Not enough data GDPR Compliance Not enough data Not enough data Employee Database Not enough data Not enough data AI Copilot Not enough data Not enough data AI/Machine Learning Not enough data Not enough data Diversity Recruiting Not enough data Not enough data Customizable Templates Not enough data Not enough data Data Collection Not enough data Not enough data Collaboration Tools Not enough data Not enough data Customizable Branding Not enough data Not enough data DEI Assessment Not enough data Not enough data Customizable Reports Not enough data Not enough data Career Development Not enough data Not enough data Trend Analysis Not enough data Not enough data Generative AI Not enough data Not enough data Unified Communications Not enough data Not enough data Candidate Profiles Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Platform Customization 7.3(won by default) 53 Not enough data Integration APIs 8.0(won by default) 55 | Verified Not enough data Internationalization 7.6(won by default) 48 | Verified Not enough data User, Role, and Access Management 8.2(won by default) 53 | Verified Not enough data Activity Dashboard 7.4(won by default) 53 | Verified Not enough data Activity Dashboard Not enough data Not enough data Mobile Access Not enough data Not enough data Activity Dashboard Not enough data Not enough data Training Management Not enough data Not enough data Goal Management Not enough data Not enough data Feedback Management Not enough data Not enough data Action Management Not enough data Not enough data Mobile Access Not enough data Not enough data Activity Dashboard Not enough data Not enough data Benefits Dashboard Not enough data Not enough data Activity Dashboard Not enough data Not enough data Feedback Management Not enough data Not enough data Performance Management Not enough data Not enough data Recruitment Management Not enough data Not enough data Compliance Management Not enough data Not enough data Training Management Not enough data Not enough data Calendar Management Not enough data Not enough data Employee Management Not enough data Not enough data Orientation Workflow Management Not enough data Not enough data Task Management Not enough data Not enough data HR Management Not enough data Not enough data Help Desk Management Not enough data Not enough data Mobile Access Not enough data Not enough data Payroll Management Not enough data Not enough data Document Management Not enough data Not enough data Job Description Management Not enough data Not enough data Social Media Integration Not enough data Not enough data Mobile Access Not enough data Not enough data Activity Dashboard Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Assessment Management Not enough data Not enough data Social Media Integration Not enough data Not enough data Activity Dashboard Not enough data Not enough data Mobile Access Not enough data Not enough data Third-Party Integration Not enough data Not enough data Initiative Management Not enough data Not enough data Workflow Management Not enough data Not enough data Community Management Not enough data Not enough data Employee Referral Management Not enough data Not enough data Candidate Management Not enough data Not enough data Workflow Management Not enough data Not enough data Communication Management Not enough data Not enough data Advertising Management Not enough data Not enough data Application Management Not enough data Not enough data Email Management Not enough data Not enough data Job Management Not enough data Not enough data Discount Management Not enough data Not enough data Pipeline Management Not enough data Not enough data File Management Not enough data Not enough data Job Management Not enough data Not enough data Data Storage Management Not enough data Not enough data Compensation Management Not enough data Not enough data Employee Management Not enough data Not enough data Job Application Management Not enough data Not enough data HR Management Not enough data Not enough data Competency Management Not enough data Not enough data Performance Management Not enough data Not enough data Compliance Management Not enough data Not enough data Job Description Management Not enough data Not enough data Evaluation Management Not enough data Not enough data User Management Not enough data Not enough data Role-Based Permissions Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Recruiting Automation[Hide 101 FeaturesShow 101 Features](javascript:void(0);) 7.9 121 Not enough data Platform Functionality Sourcing and Candidate Identification 7.9(won by default) 86 | Verified Not enough data Job Posting 8.1(won by default) 65 Not enough data Interview Scheduling 7.9(won by default) 66 | Verified Not enough data Applicant Tracking 7.8(won by default) 76 | Verified Not enough data Agentic AI - Recruiting Automation Autonomous Task Execution Not enough data Not enough data Multi-step Planning Not enough data Not enough data Cross-system Integration Not enough data Not enough data Adaptive Learning Not enough data Not enough data Natural Language Interaction Not enough data Not enough data Proactive Assistance Not enough data Not enough data Decision Making Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Additional Functionality Billing & Invoicing Not enough data Not enough data CRM Not enough data Not enough data Resume Database Not enough data Not enough data Talent Pool Not enough data Not enough data Alerts/Notifications Not enough data Not enough data AI Copilot Not enough data Not enough data Email Marketing Not enough data Not enough data Searchable Database Not enough data Not enough data Reminders Not enough data Not enough data GDPR Compliance Not enough data Not enough data Customizable Branding Not enough data Not enough data Customizable Templates Not enough data Not enough data Job Board Not enough data Not enough data Data Import/Export Not enough data Not enough data Recruiting Firms Not enough data Not enough data Reference Checking Not enough data Not enough data Social Recruiting Not enough data Not enough data Internal HR Not enough data Not enough data Job Requisition Not enough data Not enough data Collaboration Tools Not enough data Not enough data Background Screening Not enough data Not enough data Platform Customization 7.3(won by default) 53 Not enough data Integration APIs 8.0(won by default) 55 | Verified Not enough data Internationalization 7.6(won by default) 48 | Verified Not enough data User, Role, and Access Management 8.2(won by default) 53 | Verified Not enough data Activity Dashboard 7.4(won by default) 53 | Verified Not enough data Activity Dashboard Not enough data Not enough data Mobile Access Not enough data Not enough data Activity Dashboard Not enough data Not enough data Training Management Not enough data Not enough data Goal Management Not enough data Not enough data Feedback Management Not enough data Not enough data Action Management Not enough data Not enough data Mobile Access Not enough data Not enough data Activity Dashboard Not enough data Not enough data Benefits Dashboard Not enough data Not enough data Activity Dashboard Not enough data Not enough data Feedback Management Not enough data Not enough data Performance Management Not enough data Not enough data Recruitment Management Not enough data Not enough data Compliance Management Not enough data Not enough data Training Management Not enough data Not enough data Calendar Management Not enough data Not enough data Employee Management Not enough data Not enough data Orientation Workflow Management Not enough data Not enough data Task Management Not enough data Not enough data HR Management Not enough data Not enough data Help Desk Management Not enough data Not enough data Mobile Access Not enough data Not enough data Payroll Management Not enough data Not enough data Document Management Not enough data Not enough data Job Description Management Not enough data Not enough data Social Media Integration Not enough data Not enough data Mobile Access Not enough data Not enough data Activity Dashboard Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Assessment Management Not enough data Not enough data Social Media Integration Not enough data Not enough data Activity Dashboard Not enough data Not enough data Mobile Access Not enough data Not enough data Third-Party Integration Not enough data Not enough data Initiative Management Not enough data Not enough data Workflow Management Not enough data Not enough data Community Management Not enough data Not enough data Employee Referral Management Not enough data Not enough data Candidate Management Not enough data Not enough data Workflow Management Not enough data Not enough data Communication Management Not enough data Not enough data Advertising Management Not enough data Not enough data Application Management Not enough data Not enough data Email Management Not enough data Not enough data Job Management Not enough data Not enough data Discount Management Not enough data Not enough data Pipeline Management Not enough data Not enough data File Management Not enough data Not enough data Job Management Not enough data Not enough data Data Storage Management Not enough data Not enough data Compensation Management Not enough data Not enough data Employee Management Not enough data Not enough data Job Application Management Not enough data Not enough data HR Management Not enough data Not enough data Competency Management Not enough data Not enough data Performance Management Not enough data Not enough data Compliance Management Not enough data Not enough data Job Description Management Not enough data Not enough data Evaluation Management Not enough data Not enough data User Management Not enough data Not enough data Role-Based Permissions Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Skills Management[Hide 7 FeaturesShow 7 Features](javascript:void(0);) Not enough data 8.3 8 Skill management Skills Library Not enough data 9.0(won by default) 8 Skill Mapping Not enough data 8.3(won by default) 8 Employee Skill Assignment Not enough data 8.3(won by default) 8 Included Framework Not enough data 8.3(won by default) 6 Administration Project Planning Not enough data 7.8(won by default) 6 Search Not enough data 6.9(won by default) 6 Reporting Not enough data 9.3(won by default) 7 Show 7 feature categories with incomplete data AI Interview Agent[Hide 26 FeaturesShow 26 Features](javascript:void(0);) Not enough data Not enough data Calendar Management Calendar Management Not enough data Not enough data AI Disclosure AI Disclosure Not enough data Not enough data Applicant Tracking Applicant Tracking Not enough data Not enough data Video Interviewing Video Interviewing Not enough data Not enough data Human-in-the-loop (HITL) Human-in-the-loop (HITL) Not enough data Not enough data AI Candidate Scoring AI Candidate Scoring Not enough data Not enough data AI Avatar AI Avatar Not enough data Not enough data Audit Trail Audit Trail Not enough data Not enough data Multi-Channel Communication Multi-Channel Communication Not enough data Not enough data Multi-Language Multi-Language Not enough data Not enough data PII Redaction PII Redaction Not enough data Not enough data Engagement Automation Engagement Automation Not enough data Not enough data Bias Detection Bias Detection Not enough data Not enough data Searchable Score Log Searchable Score Log Not enough data Not enough data Speech-to-Text Analysis Speech-to-Text Analysis Not enough data Not enough data Basic Features - AI Interview Agent Communication Not enough data Not enough data Translation Not enough data Not enough data Format Not enough data Not enough data AI Bias Audit - AI Interview Agent Bias Scoring Not enough data Not enough data PII Info Not enough data Not enough data AI Disclosure Not enough data Not enough data Transcription - AI Interview Agent Scoring Log Not enough data Not enough data Audit Log Not enough data Not enough data AI Capability - AI Interview Agent AI Hybrid Not enough data Not enough data AI Avatar Not enough data Not enough data AI-Led Not enough data Not enough data AI Recruiting[Hide 26 FeaturesShow 26 Features](javascript:void(0);) Not enough data Not enough data Assessment Management Assessment Management Not enough data Not enough data Decision Support Decision Support Not enough data Not enough data Video Interviewing Video Interviewing Not enough data Not enough data Human-in-the-loop (HITL) Human-in-the-loop (HITL) Not enough data Not enough data AI Candidate Scoring AI Candidate Scoring Not enough data Not enough data Recruitment Management Recruitment Management Not enough data Not enough data Feedback Management Feedback Management Not enough data Not enough data Interview Scheduling Interview Scheduling Not enough data Not enough data Interview Management Interview Management Not enough data Not enough data Talent Acquisition Talent Acquisition Not enough data Not enough data AI/Machine Learning AI/Machine Learning Not enough data Not enough data Resume Parsing Resume Parsing Not enough data Not enough data Job Description Management Job Description Management Not enough data Not enough data Personalized Outreach Personalized Outreach Not enough data Not enough data AI Core Recruiting End-to-End AI Recruiting Workflow Not enough data Not enough data Automated Resume Screening Not enough data Not enough data Human Oversight Not enough data Not enough data Adaptive AI Model Refinement Not enough data Not enough data AI Interviewing & Assessment AI-Enabled Interviews & Assessments Not enough data Not enough data Job Content Creation AI-Generated Job Descriptions Not enough data Not enough data AI Candidate Interaction & Outreach Automated Interview Scheduling Not enough data Not enough data AI-Driven Outreach & Follow-Ups Not enough data Not enough data Conversational Chatbots & Virtual Assistants Not enough data Not enough data AI Candidate Evaluation & Insights AI-Based Candidate Ranking Not enough data Not enough data Recruiter Decision Support Not enough data Not enough data AI-Based Candidate Assessment Not enough data Not enough data SAP Store[Hide 7 FeaturesShow 7 Features](javascript:void(0);) Not enough data Not enough data Agentic AI - SAP Store Autonomous Task Execution Not enough data Not enough data Multi-step Planning Not enough data Not enough data Cross-system Integration Not enough data Not enough data Adaptive Learning Not enough data Not enough data Natural Language Interaction Not enough data Not enough data Proactive Assistance Not enough data Not enough data Decision Making Not enough data Not enough data Recruiting[Hide 2 FeaturesShow 2 Features](javascript:void(0);) Not enough data Not enough data Generative AI AI Text Generation Not enough data Not enough data AI Text Summarization Not enough data Not enough data Talent Management[Hide 15 FeaturesShow 15 Features](javascript:void(0);) Not enough data Not enough data Generative AI AI Text Generation Not enough data Not enough data AI Text Summarization Not enough data Not enough data Generative AI Not enough data Not enough data Additional Functionality Onboarding Not enough data Not enough data Individual Development Plans Not enough data Not enough data Career Development Not enough data Not enough data Approval Process Control Not enough data Not enough data Customizable Branding Not enough data Not enough data AI Copilot Not enough data Not enough data Reminders Not enough data Not enough data Customizable Templates Not enough data Not enough data Employee Profiles Not enough data Not enough data Employee Engagement Not enough data Not enough data Learning & Development Not enough data Not enough data API Not enough data Not enough data Compensation Planning[Hide 31 FeaturesShow 31 Features](javascript:void(0);) Not enough data Not enough data Platform - Compensation Planning Compensation Budgeting Not enough data Not enough data Merit Cycle Planning Not enough data Not enough data Pay Transparency Not enough data Not enough data Automated Compliance Not enough data Not enough data Reward Structuring Not enough data Not enough data Compensation History Not enough data Not enough data Succession Planning Not enough data Not enough data Salary Planning Not enough data Not enough data Additional Features - Compensation Planning Reporting Capabilities Not enough data Not enough data Workflow Automation Not enough data Not enough data Integrations Not enough data Not enough data Additional Functionality Approval Process Control Not enough data Not enough data Duplicate Detection Not enough data Not enough data AI Copilot Not enough data Not enough data Customizable Reports Not enough data Not enough data Role-Based Permissions Not enough data Not enough data Employee Onboarding Not enough data Not enough data Alerts/Notifications Not enough data Not enough data Data Import/Export Not enough data Not enough data Reminders Not enough data Not enough data Customizable Templates Not enough data Not enough data Compensation Statements Not enough data Not enough data Goal Setting/Tracking Not enough data Not enough data Automated Receipt Matching Not enough data Not enough data Organizational Charting Not enough data Not enough data Market Data Analysis Not enough data Not enough data Employee Reward Programs Not enough data Not enough data Employee Portal Not enough data Not enough data Compensation Plan Modeling Not enough data Not enough data Employee Database Not enough data Not enough data Audit Trail Not enough data Not enough data HR Analytics[Hide 61 FeaturesShow 61 Features](javascript:void(0);) Not enough data Not enough data Reports Customizability Not enough data Not enough data Dashboards Not enough data Not enough data Graphs and Charts Not enough data Not enough data Score Cards Not enough data Not enough data Activity Dashboard Not enough data Not enough data Cleaning Filtering Not enough data Not enough data Levels of Measurement Not enough data Not enough data Transformation Not enough data Not enough data Generative AI AI Text-to-Image Not enough data Not enough data AI Text Generation Not enough data Not enough data AI Image-to-Text Not enough data Not enough data Generative AI Not enough data Not enough data Additional Functionality Customizable Branding Not enough data Not enough data Workflow Management Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Document Storage Not enough data Not enough data Surveys & Feedback Not enough data Not enough data Benefits Management Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Payroll Management Not enough data Not enough data Compensation Plan Modeling Not enough data Not enough data 360 Degree Feedback Not enough data Not enough data Email Templates Not enough data Not enough data Employee Profiles Not enough data Not enough data Attendance Tracking Not enough data Not enough data Real-Time Analytics Not enough data Not enough data Performance Management Not enough data Not enough data AI Copilot Not enough data Not enough data Employee Database Not enough data Not enough data Real-Time Reporting Not enough data Not enough data Turnover Tracking Not enough data Not enough data Document Management Not enough data Not enough data Organizational Charting Not enough data Not enough data Trend Analysis Not enough data Not enough data Employee Management Not enough data Not enough data Talent Management Not enough data Not enough data Employee Self Service Not enough data Not enough data Employee Portal Not enough data Not enough data Employee Onboarding Not enough data Not enough data Compensation Management Not enough data Not enough data Alerts/Notifications Not enough data Not enough data Data Visualization Not enough data Not enough data Performance Appraisal Not enough data Not enough data Task Management Not enough data Not enough data Ad hoc Reporting Not enough data Not enough data Reporting & Statistics Not enough data Not enough data Data Import/Export Not enough data Not enough data Secure Data Storage Not enough data Not enough data Self Service Portal Not enough data Not enough data Feedback Management Not enough data Not enough data Recruitment Management Not enough data Not enough data API Not enough data Not enough data HR Metrics Library Not enough data Not enough data Vacation/Leave Tracking Not enough data Not enough data Succession Planning Not enough data Not enough data Predictive Modeling Not enough data Not enough data Customizable Reports Not enough data Not enough data Applicant Tracking Not enough data Not enough data Training Management Not enough data Not enough data Survey/Poll Management Not enough data Not enough data Leave Tracking Not enough data Not enough data User Insights Reviewers' Company Size [![Eightfold AI](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_c692662e744589c03d9d81d505d3f573/eightfold-ai.jpg "Eightfold AI")](https://www.g2.com/products/eightfold-ai/reviews) Eightfold AI Small-Business(50 or fewer emp.) 12.7% Mid-Market(51-1000 emp.) 17.9% Enterprise(\> 1000 emp.) 69.3% [![Lightcast](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_7077fd44f920ed269cf35ca5cc3a6416/lightcast.png "Lightcast")](https://www.g2.com/products/lightcast/reviews) Lightcast Small-Business(50 or fewer emp.) 20.0% Mid-Market(51-1000 emp.) 30.0% Enterprise(\> 1000 emp.) 50.0% Small-Business (50 or fewer emp.) 12.7% 20.0% Mid-Market (51-1000 emp.) 17.9% 30.0% Enterprise (\> 1000 emp.) 69.3% 50.0% Reviewers' Industry [![Eightfold AI](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_c692662e744589c03d9d81d505d3f573/eightfold-ai.jpg "Eightfold AI")](https://www.g2.com/products/eightfold-ai/reviews) Eightfold AI Information Technology and Services 18.5% Computer Software 12.8% Financial Services 12.8% Staffing and Recruiting 6.6% Internet 6.2% Other 43.1% [![Lightcast](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_7077fd44f920ed269cf35ca5cc3a6416/lightcast.png "Lightcast")](https://www.g2.com/products/lightcast/reviews) Lightcast Staffing and Recruiting 33.3% Pharmaceuticals 10.0% Human Resources 6.7% Hospital & Health Care 6.7% Higher Education 6.7% Other 36.7% FAQs ## Eightfold AI vs Lightcast FAQs Generated using AI Last updated: August 17, 2026 ### What is the difference between Eightfold AI vs Lightcast? Lightcast stands out from Eightfold AI with higher reviewer ratings, superior support, and easier setup, while Eightfold AI is noted for its advanced talent-matching capabilities. | | [Eightfold AI](https://www.g2.com/products/eightfold-ai/reviews) | [Lightcast](https://www.g2.com/products/lightcast/reviews) | | --- | --- | --- | | G2 Rating (reviews) | 4.2/5 (209 reviews) | 4.6/5 (30 reviews) | | Largest Segment | Enterprise | Enterprise | | Ease of Setup score | 7.8 | 9.0 | | Quality of Support score | 8.3 | 9.4 | | Top Reviewer-Cited Strength | Advanced talent-matching and AI-driven candidate assessment | Comprehensive, customizable labor market and compensation data | ### How do the pricing models of Eightfold AI and Lightcast compare? Lightcast is rated higher for value, with reviewers expressing greater satisfaction with its pricing compared to Eightfold AI. - **Eightfold AI:** Reviewers frequently mention high cost as a drawback, with some noting that advanced AI features and add-ons incur extra charges. - **Lightcast:** Reviewers highlight strong value for the breadth and quality of data, with no significant negative sentiment about pricing in recent reviews. ### What are the best alternatives to Eightfold AI and Lightcast? The top three alternatives to Eightfold AI and Lightcast are Phenom Applied AI, SeekOut, and hireEZ. | Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength | | --- | --- | --- | --- | --- | | [Eightfold AI](https://www.g2.com/products/eightfold-ai/reviews) | 4.2/5 (209 reviews) | Enterprise | High cost noted in reviews | Advanced talent-matching and AI-driven candidate assessment | | [Lightcast](https://www.g2.com/products/lightcast/reviews) | 4.6/5 (30 reviews) | Enterprise | Strong value for data quality | Comprehensive, customizable labor market and compensation data | | [Phenom Applied AI](https://www.g2.com/products/phenom-applied-ai/reviews) | 4.3/5 (430 reviews) | Enterprise | — | AI-powered talent experience platform | | [SeekOut](https://www.g2.com/products/seekout/reviews) | 4.5/5 (788 reviews) | Enterprise | — | Deep talent search and diversity sourcing | | [hireEZ](https://www.g2.com/products/hireez/reviews) | 4.6/5 (264 reviews) | Small-Business | — | AI-driven sourcing for small businesses | ### Which Talent Intelligence features should I prioritize when comparing Eightfold AI and Lightcast? Buyers should prioritize data quality, ease of setup, quality of support, talent-matching capabilities, and reporting/analytics when comparing Eightfold AI and Lightcast. - **Data quality:** Lightcast scores 9.4 for Quality of Support and is repeatedly praised for comprehensive, customizable labor market data; Eightfold AI is noted for advanced AI-driven candidate assessment. - **Ease of setup:** Lightcast scores 9.0, Eightfold AI 7.8. - **Quality of support:** Lightcast scores 9.4, Eightfold AI 8.3. - **Talent-matching capabilities:** Eightfold AI is frequently cited for advanced talent-matching and AI-driven assessment; Lightcast is recognized for data-driven market insights. - **Reporting/analytics:** Lightcast is praised for customizable, easy-to-read reports; Eightfold AI receives mixed feedback on reporting dashboard limitations. ### What are the pros and cons of Eightfold AI vs Lightcast? Eightfold AI's headline strength is advanced AI-driven talent matching, while Lightcast excels in comprehensive labor market data and support. - **Eightfold AI strengths:** Advanced talent-matching and AI-driven candidate assessment (6 all-time mentions for profile management, 7 for time-saving), strong communication features (8 all-time mentions), and scheduling flexibility (6 all-time mentions). - **Eightfold AI trade-offs:** Candidate management and profile management challenges (11 and 9 all-time mentions), lagging performance and slow loading (6 and 5 all-time mentions), and high cost noted in recent reviews. - **Lightcast strengths:** Comprehensive, customizable labor market and compensation data, high reviewer satisfaction with support and ease of setup, and strong value for data quality. - **Lightcast trade-offs:** Some reviewers mention a learning curve for report navigation and a desire for more marketing tools, but no significant recurring negative themes. ### Is Eightfold AI or Lightcast better for small businesses? hireEZ is the better fit for small businesses, as it is the only top alternative with a Small-Business segment focus. - **Eightfold AI:** Largest segment is Enterprise; reviewers highlight advanced AI features but also note high cost and complexity, which may not align with small-business needs. - **Lightcast:** Largest segment is Enterprise; reviewers praise data quality and support, but the focus remains on larger organizations. ### Which Talent Intelligence platform has better integrations? Eightfold AI and Lightcast are at parity for integrations, as neither product has recent reviewer-cited integration themes or named third-party tools in the data. - **Eightfold AI:** No recent reviewer-cited integrations with named third-party tools. - **Lightcast:** No recent reviewer-cited integrations with named third-party tools. ### How do Eightfold AI and Lightcast compare on customer support? Lightcast leads Eightfold AI in Quality of Support by a significant margin, with scores of 9.4 versus 8.3. - **Eightfold AI:** Reviewers describe support as generally helpful and responsive, though some mention delays in ticket resolution and inconsistent technical support for enterprise customers. - **Lightcast:** Reviewers consistently praise knowledgeable, responsive support and thorough documentation, with multiple mentions of strong customer service and enablement teams. ### Which is easier to implement, Eightfold AI or Lightcast? Lightcast is easier to implement than Eightfold AI, with an Ease of Setup score of 9.0 compared to Eightfold AI's 7.8. - **Eightfold AI:** Reviewers note a moderate learning curve and occasional setup challenges, but also mention helpful project teams and a generally smooth onboarding process. - **Lightcast:** Reviewers highlight straightforward onboarding, intuitive platform design, and quick implementation, with multiple mentions of easy setup and user-friendly experiences. ### Which product has better Data? Lightcast is rated higher for Data, the most frequently mentioned feature across both products' reviews. - **Eightfold AI:** Reviewers cite advanced AI-driven candidate assessment and talent-matching, but also mention limitations in reporting and analytics. - **Lightcast:** Reviewers consistently praise the breadth, quality, and customizability of labor market and compensation data, with high satisfaction scores for data-driven insights and reporting. Alternatives **Eightfold AI Alternatives** ![SeekOut](https://images.g2crowd.com/uploads/product/hd_favicon/607346d68744cee6e7ec36e537d05e17/seekout.svg "SeekOut") [ SeekOut ](/products/seekout/reviews) ![Phenom Applied AI](https://images.g2crowd.com/uploads/product/hd_favicon/12aae38cc360429905c6ec93d4a9e9fc/phenom-applied-ai.svg "Phenom Applied AI") [ Phenom Applied AI ](/products/phenom-applied-ai/reviews) ![hireEZ](https://images.g2crowd.com/uploads/product/hd_favicon/15e60d7d3202b938456c99bd3e5898cb/hireez.svg "hireEZ") [ hireEZ ](/products/hireez/reviews) ![HiredScore AI for Recruiting](https://images.g2crowd.com/uploads/product/hd_favicon/606c76b1813abca2e96fde9dc8fa51ec/workday-hiredscore-ai-for-recruiting.svg "HiredScore AI for Recruiting") [ HiredScore AI for Recruiting ](/products/workday-hiredscore-ai-for-recruiting/reviews) **Lightcast Alternatives** ![Dayforce](https://images.g2crowd.com/uploads/product/hd_favicon/58e9bb3491baf83319e938eb859afea1/dayforce.svg "Dayforce") [ Dayforce ](/products/dayforce/reviews) ![Phenom Applied AI](https://images.g2crowd.com/uploads/product/hd_favicon/12aae38cc360429905c6ec93d4a9e9fc/phenom-applied-ai.svg "Phenom Applied AI") [ Phenom Applied AI ](/products/phenom-applied-ai/reviews) ![SeekOut](https://images.g2crowd.com/uploads/product/hd_favicon/607346d68744cee6e7ec36e537d05e17/seekout.svg "SeekOut") [ SeekOut ](/products/seekout/reviews) ![Paycor](https://images.g2crowd.com/uploads/product/hd_favicon/3d4b526c8b16bcdbe6eeeb5586149ed5/paycor.svg "Paycor") [ Paycor ](/products/paycor/reviews)