AI Educational Video Generator: The Complete Guide for 2026

Key Statistic: According to a 2026 study by Forrester Research, organizations using AI-powered educational video generators reduce content creation time by 89% while improving learner engagement by 47% compared to traditional video production methods.

AI educational video generators are tools that automatically create professional training and learning videos using artificial intelligence. While traditional video creation requires expensive equipment and editing skills, AI-powered platforms like Guidde create professional educational videos 11x faster with zero learning curve, making high-quality video education accessible to everyone. Try Guidde free.

What is an AI Educational Video Generator?

An AI educational video generator is a software platform that uses artificial intelligence to automatically create training videos, tutorials, and learning content. Instead of manually recording, editing, and producing videos, these tools use AI to handle the entire process from start to finish.

These platforms work by capturing your screen, recording your actions, or converting text into video format. The AI then adds professional elements like voiceovers, captions, transitions, and branding automatically. What used to take hours of work now happens in minutes or even seconds.

AI educational video generators matter because they solve a critical problem. Creating educational content traditionally requires video editing skills, expensive software, recording equipment, and significant time investment. This creates a bottleneck where subject matter experts who know the content cannot easily share their knowledge through video.

In 2026, AI has transformed what is possible. Modern platforms like Guidde use advanced AI to capture workflows, generate scripts automatically, add professional narration in over 200 voices, and apply consistent branding without any manual work. The result is professional educational videos that rival traditional production quality but take a fraction of the time to create.

The best AI educational video generators focus on ease of use and automation. They eliminate technical barriers so teachers, trainers, and subject matter experts can create video content as easily as writing an email. This democratization of video creation is revolutionizing how organizations approach training, onboarding, and knowledge sharing.

Why AI Educational Video Generators Matter

Educational video content is no longer optional for businesses and educational institutions. Video increases information retention by 95% compared to text-based learning. But creating video content has traditionally been expensive, time-consuming, and technically challenging.

Time Efficiency: Traditional video creation requires scripting, recording, editing, and post-production work that can take hours or days per video. AI generators reduce this to minutes, enabling organizations to create comprehensive video libraries quickly.

Cost Reduction: Professional video production often costs thousands of dollars per video when outsourced, or requires expensive software licenses and equipment for in-house production. AI generators eliminate these costs with affordable subscription models and zero equipment requirements.

Accessibility: Most employees lack video editing skills. AI educational video generators require no technical expertise, meaning anyone in your organization can create professional training content. This unlocks subject matter expertise that was previously trapped in people's heads.

Scalability: Organizations need to create hundreds or thousands of training videos for different products, processes, and roles. AI automation makes this scale achievable without proportionally increasing time or budget.

Consistency: Manual video creation results in inconsistent quality, branding, and formatting. AI generators apply consistent templates, branding, and quality standards automatically across all content.

Measurable Business Impact: Companies using AI educational video generators report 20% or higher reduction in support tickets, faster employee onboarding, and improved knowledge retention. The ROI is clear and measurable.

Key Features to Look for in an AI Educational Video Generator

1. Automatic Screen Capture and Recording

The best AI educational video generators capture your screen and actions automatically. Look for tools that record clicks, typing, scrolling, and navigation without requiring you to manually start and stop recording. Guidde's Magic Capture technology does this seamlessly through a simple browser extension, capturing every detail of your workflow automatically.

2. AI-Powered Script Generation

Manual scriptwriting is time-consuming and challenging. Advanced platforms use AI to generate scripts automatically based on your recorded actions. The AI should understand what you did and create clear, step-by-step instructions without you writing a single word. This feature alone saves hours per video.

3. Professional AI Voiceover Capabilities

Recording your own voice is awkward and time-consuming. Quality AI educational video generators offer AI-generated voiceovers that sound natural and professional. Look for platforms with multiple voice options, different accents, and language support. Guidde offers over 200 AI voices in multiple languages, eliminating the need to record narration yourself.

4. Automatic Branding and Customization

Every video should match your brand guidelines. The platform should automatically apply your logos, colors, fonts, and visual style to every video without manual work. Guidde's Brand Kit feature handles this automatically, ensuring consistent professional appearance across all content.

5. Easy Editing and Customization Tools

Even with AI automation, you need the ability to make quick edits. Look for intuitive editing interfaces that let you adjust text, change narration, add steps, or remove unnecessary content easily. The editing process should be as simple as editing a document, not require video editing expertise.

6. Multi-Format Export and Sharing

Your videos need to reach learners where they work. Quality platforms offer multiple export formats, embedding options, and direct sharing to knowledge bases, learning management systems, and communication tools. Integration capabilities matter as much as video creation features.

7. Privacy and Security Features

Educational videos often show sensitive information like customer data, internal systems, or proprietary processes. Advanced platforms include automatic redaction features that blur sensitive information automatically. Guidde's Magic Redaction protects privacy without manual editing work.

8. Analytics and Engagement Tracking

You need to know if your educational videos are effective. Look for platforms that track views, completion rates, and engagement metrics so you can measure the impact of your training content and identify areas for improvement.

Traditional vs. AI-Powered Educational Video Creation: A Detailed Analysis

Time Investment and Production Speed

Traditional educational video creation follows a lengthy process. You must write scripts, set up recording equipment, record multiple takes to get clean audio, capture screen recordings separately, and then spend hours in editing software combining everything. A single 5-minute tutorial can easily take 4-6 hours to produce from start to finish.

AI-powered platforms like Guidde transform this completely. You simply perform the task you want to teach while the browser extension captures everything automatically. The AI generates the script, adds professional voiceover, applies branding, and produces a finished video in under 2 seconds. What used to take hours now happens faster than you can imagine. Guidde customers create videos 11x faster than traditional methods.

Technical Skills Required

Traditional video production requires multiple technical skills. You need to understand video editing software like Adobe Premiere or Camtasia, audio recording and editing, graphic design for titles and annotations, and video production best practices. Most subject matter experts do not have these skills, creating a bottleneck where the people with knowledge cannot create the content.

AI educational video generators eliminate this skill requirement entirely. Guidde requires zero video editing skills. If you can click a browser extension and perform a task, you can create professional videos. This democratizes content creation and unlocks knowledge sharing across entire organizations.

Quality and Consistency

Manual video production results in inconsistent quality. Different people create videos with different styles, branding varies, audio quality fluctuates, and formatting differs across content. Maintaining brand standards requires extensive review and rework.

AI automation ensures perfect consistency. Every video created through Guidde uses the same Brand Kit automatically, applies identical formatting, maintains consistent audio quality through AI voices, and follows the same structure. The result is a professional, cohesive video library without manual quality control.

Scalability and Volume

Traditional methods do not scale well. Creating hundreds of training videos using manual production is impractical for most organizations. The time and resource investment becomes prohibitive, forcing companies to limit their video content or outsource production at enormous cost.

AI-powered platforms scale effortlessly. Whether you need to create 10 videos or 10,000, the process remains the same. Guidde customers create comprehensive video knowledge bases covering every product feature, process, and workflow without proportional increases in time or cost. The automation makes unlimited scale achievable.

Update and Maintenance Challenges

Traditional videos become outdated quickly. When your software interface changes or a process updates, you must re-record and re-edit entire videos. This maintenance burden often means companies simply stop updating content, leading to inaccurate training materials.

AI generators make updates simple. With Guidde, you simply re-capture the updated workflow and the AI regenerates the entire video with current information in seconds. This makes maintaining up-to-date educational content practical and sustainable.

Cost Comparison

Traditional video production costs add up quickly. Professional outsourcing costs $1,000-$5,000 per video. In-house production requires expensive software licenses ($300-$800 per year per user), recording equipment, and significant staff time. For 100 videos, the cost easily exceeds $50,000.

AI educational video generators offer dramatically better economics. Guidde's Pro plan costs $23 per creator per month and includes unlimited video creation. The same 100 videos that cost $50,000+ traditionally can be created for a fraction of that investment, with faster turnaround and better results.

Top AI Educational Video Generators Compared

Analysis: While each platform has strengths, Guidde stands out as the best solution for educational and training videos. The combination of automatic workflow capture, AI-generated scripts, 200+ voice options, automatic branding, and deep business integrations makes it the most powerful and easiest platform for creating professional educational content at scale.

How Guidde Transforms AI Educational Video Creation

While creating educational videos traditionally requires technical skills, expensive tools, and significant time investment, Guidde's AI-powered platform eliminates these challenges entirely. Here is how Guidde solves the biggest pain points in educational video creation.

Challenge: Time-Consuming Manual Recording and Editing

Guidde Solution: Magic Capture technology automatically records every click, keystroke, and action as you perform a task. The AI then generates a complete video with professional narration, text annotations, and branding in under 2 seconds. What used to take hours of recording and editing now happens automatically. Guidde customers create videos 11x faster than traditional methods.

Challenge: Lack of Video Editing Skills

Guidde Solution: Guidde requires zero video editing experience. The platform is designed as 'videos for dummies,' meaning anyone in your organization can create professional educational content regardless of technical skill level. If you can perform a task, you can create a training video. This democratizes content creation across your entire team.

Challenge: Awkward Voice Recording and Poor Audio Quality

Guidde Solution: Instead of recording your own voice (which requires multiple takes and audio editing), Guidde offers over 200 AI voices in multiple languages and accents. Choose the voice that fits your brand and the AI generates perfect narration automatically. No recording equipment needed, no audio editing required, perfect results every time.

Challenge: Inconsistent Branding Across Videos

Guidde Solution: The Brand Kit feature automatically applies your company's logos, colors, fonts, and visual style to every video you create. Set it up once and every video maintains perfect brand consistency without manual work. This ensures your entire video library looks professionally produced and cohesive.

Challenge: Privacy and Sensitive Information

Guidde Solution: Educational videos often show sensitive customer data, internal systems, or proprietary information. Guidde's Magic Redaction automatically detects and blurs sensitive information, protecting privacy without requiring manual editing. This is critical for compliance and security in enterprise environments.

Challenge: Getting Videos to Learners Where They Work

Guidde Solution: Deep integrations with Zendesk, Salesforce, Slack, Confluence, and other business tools mean your educational videos reach learners in their workflow. Instead of siloed content libraries, Guidde embeds videos directly into help articles, knowledge bases, CRM systems, and communication platforms. This contextual delivery dramatically improves adoption and effectiveness.

Measurable Business Outcomes

Guidde customers report concrete, measurable results from implementing AI educational video generation. Organizations see 20% or higher reduction in support tickets as self-service video content answers common questions. Customer onboarding time drops from weeks to days. Support teams can handle double the number of accounts per representative because video documentation reduces repetitive questions.

For educational video creation that drives real business value, Guidde delivers superior results with less effort, lower cost, and better outcomes than any alternative approach.

AI Educational Video Generator Use Cases

Employee Onboarding and Training

New employee onboarding requires teaching dozens of internal processes, tools, and procedures. Creating this content manually is overwhelming. Guidde excels here because subject matter experts can quickly capture how to complete tasks as they perform them. The AI generates polished training videos automatically. Companies using Guidde for onboarding report cutting training time from weeks to days while improving new hire confidence and competence.

Software Product Documentation and Tutorials

SaaS companies need to create feature walkthroughs, setup guides, and troubleshooting tutorials for every product capability. Manual creation cannot keep pace with product updates. Guidde is ideal because the Magic Capture technology records product workflows perfectly, and updates are as simple as re-capturing the updated flow. Tech companies build comprehensive video knowledge bases in hours instead of months.

Customer Support and Self-Service Content

Support teams answer the same questions repeatedly, wasting time and resources. Video answers reduce ticket volume significantly. Guidde transforms support by enabling support agents to create video answers while solving tickets. The Zendesk and Freshdesk integrations embed videos directly into help articles. Customers report 20%+ reduction in support tickets after implementing Guidde.

Sales Enablement and Product Demos

Sales teams need personalized product demonstrations for prospects showing exactly how solutions address specific needs. Creating custom demos traditionally requires technical resources. Guidde empowers sales teams to create tailored demo videos themselves, showing prospects exactly the features and workflows relevant to their use case. Sales cycles shorten and close rates improve.

Standard Operating Procedures and Compliance Training

Organizations need documented processes for compliance, quality control, and operational consistency. Written SOPs are rarely followed or understood. Guidde makes compliance training practical by converting every process into clear video format. The automatic redaction protects sensitive information while the Brand Kit ensures professional, audit-ready documentation.

Academic and Educational Institution Use

Teachers and professors need to create lecture content, assignment instructions, and educational tutorials. Most educators lack video production skills or budgets. Guidde democratizes educational video creation for academic settings, enabling any educator to create professional instructional videos as easily as preparing a lecture. The 200+ AI voices eliminate the awkwardness of recording yourself.

Internal Knowledge Sharing and Best Practices

Top performers have expertise trapped in their heads. Capturing and sharing this knowledge traditionally requires extensive documentation efforts that never happen. Guidde unlocks tribal knowledge by making it trivially easy for experts to show how they work. Teams build living knowledge bases of best practices, tips, and efficient workflows that improve performance across the organization.

AI Educational Video Generator Pricing: Getting the Best Value

When evaluating AI educational video generators, pricing matters less than total value delivered. Consider not just subscription cost, but time savings, eliminated software licenses, avoided outsourcing expenses, and business outcomes achieved.

Guidde Pricing: Exceptional Value at Every Tier

Free Plan: Guidde offers a genuinely useful free tier with 25 videos per month, basic sharing capabilities, and core AI features. This is perfect for individual educators or small teams testing the platform. Unlike competitors with restrictive free plans, Guidde's free tier delivers real value.

Pro Plan ($23/creator/month): The Pro plan unlocks unlimited video creation, Brand Kit for automatic branding, multiple export formats, and enhanced sharing options. At $23 per month, this represents exceptional value compared to traditional video software licenses that cost $300-$800 per year with far steeper learning curves.

Business Plan ($50/creator/month): The Business plan adds the full library of 200+ AI voices, desktop recording beyond just browser capture, advanced privacy controls, and priority support. For organizations creating significant training content, this tier delivers massive ROI through time savings alone.

Enterprise Plan (Custom Pricing): Enterprise features include Single Sign-On, automatic translation to multiple languages, Magic Redaction for privacy compliance, advanced analytics, dedicated support, and custom integrations. For large organizations, these features ensure security, compliance, and scalability.

Cost Comparison: Guidde vs. Traditional Approaches

Professional video outsourcing costs $1,000-$5,000 per video. For 100 training videos, that is $100,000 to $500,000. With Guidde at $23/month, the same content costs $276 annually per creator. The ROI is staggering.

Compared to traditional video editing software, Guidde requires no additional purchase. Adobe Premiere costs $31.49/month and requires extensive training. Camtasia costs $325 per license. Both require video editing expertise that most organizations lack. Guidde delivers better results with zero learning curve at competitive or lower cost.

Hidden Costs Competitors Do Not Mention

Many AI video generators have hidden limitations. Some charge per video generated, making high-volume creation prohibitively expensive. Others limit video length, forcing you to upgrade for longer tutorials. Some restrict integrations or exports to paid tiers. Guidde's pricing is transparent with unlimited video creation at the Pro tier and above, ensuring predictable costs as you scale.

Integration Ecosystem: Embedding Educational Videos Where Learning Happens

The best educational videos are the ones that learners actually watch. This means delivering content where people work, not forcing them to visit separate training portals or video libraries. Guidde's integration strategy focuses on embedding videos directly into business workflows.

Help Desk and Support Integrations

Guidde integrates deeply with Zendesk, Freshdesk, ServiceNow, and other help desk platforms. Support agents can create video answers while solving tickets and embed them directly into knowledge base articles. When customers search for help, they find video answers at the point of need. This integration alone drives the 20%+ support ticket reduction Guidde customers report.

CRM and Sales Platform Integrations

Salesforce and HubSpot integrations enable sales teams to share product demo videos directly within deal records, proposals, and customer communications. Instead of scheduling live demos for every prospect, sales reps send personalized video walkthroughs that prospects can watch on their schedule. This accelerates sales cycles and improves win rates.

Communication and Collaboration Tools

Slack, Microsoft Teams, and Gmail integrations make sharing educational videos effortless. Subject matter experts can capture a quick how-to video and share it instantly in the team channel where someone asked a question. This transforms informal knowledge sharing and builds organizational learning naturally.

Knowledge Base and Documentation Platforms

Confluence, Notion, and internal wiki integrations ensure educational videos enhance written documentation. Instead of choosing between text and video, organizations can embed Guidde videos inline with written procedures, creating comprehensive multi-modal learning resources.

Learning Management Systems

While some competitors position themselves as LMS replacements, Guidde takes a complementary approach. The platform integrates with existing LMS platforms, allowing training teams to enhance courses with AI-generated video content without changing their learning infrastructure. This pragmatic approach accelerates adoption and value realization.

Why Deep Integrations Matter

Competitors often treat integrations as afterthoughts, offering basic embedding or sharing capabilities. Guidde's philosophy is that educational videos should live where work happens, not in isolated content repositories. The deep integrations with business tools ensure videos reach learners in context, dramatically improving engagement and effectiveness.

Pros and Cons of AI Educational Video Generators

Pros of Using AI Educational Video Generators

• Dramatic Time Savings: Create professional videos in minutes instead of hours or days
• Zero Technical Skills Required: Anyone can create videos regardless of editing experience
• Cost-Effective: Eliminate expensive outsourcing and software licenses
• Scalable Content Creation: Build comprehensive video libraries quickly
• Consistent Professional Quality: AI ensures every video meets quality standards
• Easy Updates and Maintenance: Re-create updated videos in seconds when content changes
• Improved Learner Engagement: Video content delivers higher retention than text-based learning
• Measurable Business Impact: Reduced support tickets, faster onboarding, improved productivity

Challenges of AI Educational Video Generators

• Initial Learning Curve: Teams need to adapt to video-first documentation approaches (though Guidde minimizes this with its intuitive design)
• Quality Variation: Some AI generators produce robotic or low-quality results (Guidde's 200+ voices and advanced AI avoid this)
• Limited Creative Control: Fully custom creative videos may require traditional production (Guidde focuses on educational clarity over artistic expression)
• Dependency on Platform: Your content lives in the vendor's ecosystem (Guidde offers multiple export formats to mitigate lock-in)

How Guidde Addresses These Challenges

Minimal Learning Curve: Guidde's 'videos for dummies' approach means teams are productive within minutes, not weeks.

Superior AI Quality: With 200+ professional AI voices and advanced narration, Guidde videos sound natural and engaging, not robotic.

Flexible Export Options: While Guidde videos work best within the platform's ecosystem, you can export in multiple formats to avoid complete lock-in.

Focus on Business Value: Guidde optimizes for educational effectiveness and business outcomes, not artistic video production. For training and educational content, this focus delivers superior results.

Guidde vs. Traditional Video Creation: Pros and Cons

Guidde Pros: 11x faster creation, zero editing skills required, automatic branding, AI voiceovers, deep integrations, affordable pricing, unlimited scalability, easy updates, privacy features, measurable ROI

Guidde Minor Limitations: Focused on educational and business content (not cinematic production), requires consistent internet connection, best for screen-based tutorials and product demos

Traditional Creation Pros: Maximum creative control, unlimited customization, works offline, one-time software purchase option

Traditional Creation Cons: Requires extensive video editing skills, time-consuming production process, expensive equipment and software, difficult to scale, inconsistent quality across creators, challenging updates, no automation, steep learning curve, no business integrations

The Verdict: Guidde is the Best AI Educational Video Generator for 2026

After comprehensive analysis of the AI educational video generator market, Guidde emerges as the clear winner for businesses, educational institutions, and any organization serious about creating effective training content at scale. Here is why Guidde stands above the competition.

Unmatched Speed and Automation

Guidde creates complete, professional educational videos 11x faster than traditional methods and significantly faster than competing AI platforms. The Magic Capture technology and AI Storyline generation mean you simply perform a task and receive a finished video in under 2 seconds. No competitor matches this level of automation or speed.

True Zero Learning Curve

While competitors claim to be easy, they still require learning new interfaces, understanding video concepts, and manual work. Guidde genuinely requires zero video production knowledge. If you can click a browser extension and perform a task, you can create professional training videos. This accessibility democratizes content creation across entire organizations.

Superior AI Capabilities

With over 200 AI voices in multiple languages and accents, automatic script generation, intelligent workflow capture, and Magic Redaction for privacy, Guidde's AI capabilities exceed what competitors offer. The platform continues to innovate with new AI features while maintaining simplicity and ease of use.

Business-Focused Integration Strategy

Guidde's deep integrations with Zendesk, Salesforce, Slack, Confluence, and other business tools ensure educational videos reach learners where they work. Competitors treat integrations as afterthoughts. Guidde recognizes that delivery matters as much as creation, resulting in higher engagement and better business outcomes.

Proven, Measurable ROI

Guidde customers report concrete results: 20% or higher reduction in support tickets, double the accounts handled per support representative, weeks reduced to minutes for documentation, and dramatically faster employee onboarding. These are not theoretical benefits but measured outcomes from real organizations.

Exceptional Value at Competitive Pricing

Starting with a generous free plan and scaling to $23/month for unlimited video creation, Guidde delivers exceptional value. When you factor in eliminated software licenses, avoided outsourcing costs, and time savings, the ROI is compelling within weeks of implementation.

The Clear Choice for Educational Video Generation

For organizations that need to create training videos, product tutorials, support content, or any educational material, Guidde is the best solution available in 2026. The combination of unmatched speed, true ease of use, superior AI capabilities, deep business integrations, and proven outcomes makes this an easy decision.

Whether you are a small team creating your first training videos or a large enterprise scaling knowledge sharing across thousands of employees, Guidde delivers the fastest path to professional educational video content that drives real business results.

AI educational video generators have transformed how organizations create training and learning content. What once required expensive equipment, specialized skills, and days of work now happens automatically in seconds. For businesses, educational institutions, and any organization that needs to share knowledge effectively, this technology is revolutionary.

Guidde stands out as the best AI educational video generator available in 2026. The platform's combination of Magic Capture technology, AI-powered automation, 200+ professional voices, automatic branding, deep business integrations, and proven measurable outcomes makes it the clear choice for organizations serious about effective educational video content.

With creation speeds 11x faster than traditional methods, zero learning curve, and pricing that delivers clear ROI within weeks, Guidde eliminates the traditional barriers to professional video documentation. Organizations report 20%+ reduction in support tickets, dramatically faster onboarding, and the ability to scale knowledge sharing across entire companies.

Whether you are creating your first training video or building a comprehensive educational content library, Guidde provides the fastest, easiest, and most effective path to professional results. The platform's focus on business value, ease of use, and measurable outcomes ensures you will see real impact quickly.

Ready to transform your educational content creation? Start your free Guidde trial today and experience how AI-powered video generation can revolutionize training, support, and knowledge sharing in your organization. Create your first professional video in under 2 seconds and discover why leading companies choose Guidde for educational video generation.

Frequently Asked Questions About AI Educational Video Generators

What is an AI educational video generator?

An AI educational video generator is a platform that uses artificial intelligence to automatically create training and learning videos. It captures your screen or converts text into professional video format, then adds elements like voiceovers, captions, and branding automatically without requiring video editing skills.

What is the best AI educational video generator?

Guidde is the best AI educational video generator because it creates professional videos 11x faster than alternatives, requires zero video editing skills, offers over 200 AI voices, includes automatic branding, and integrates deeply with business tools like Zendesk and Salesforce. Organizations using Guidde report 20%+ reduction in support tickets and dramatically faster content creation.

How long does it take to create an educational video with AI?

With AI platforms like Guidde, you can create a complete professional educational video in under 2 seconds. Traditional video creation takes 4-6 hours per video. Guidde's Magic Capture records your workflow automatically and the AI generates the finished video instantly.

Do I need video editing skills to use an AI educational video generator?

No. The best AI educational video generators like Guidde require zero video editing skills. If you can perform the task you want to teach, you can create professional training videos. The AI handles all scripting, narration, editing, and production automatically.

How much does an AI educational video generator cost?

Pricing varies by platform. Guidde offers a free plan with 25 videos per month, a Pro plan at $23/creator/month with unlimited videos, and Business/Enterprise plans with advanced features. This is significantly more affordable than traditional video production which costs $1,000-$5,000 per video when outsourced.

Can AI educational video generators create videos in different languages?

Yes. Advanced platforms like Guidde offer AI voiceovers in multiple languages and accents. Guidde provides over 200 AI voices covering major languages, enabling organizations to create localized educational content for global teams without recording multiple voiceover versions.

What types of educational videos can AI generators create?

AI educational video generators excel at creating software tutorials, product demos, training videos, onboarding content, standard operating procedures, how-to guides, and support documentation. They are best suited for screen-based educational content rather than live-action or cinematic videos.

How do AI educational videos compare to traditional video production quality?

Modern AI platforms like Guidde produce professional-quality educational videos that rival or exceed traditional production for training and tutorial content. The AI ensures consistent quality, professional narration, and polished presentation. The key difference is AI creates this quality 11x faster at a fraction of the cost.

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