Ethan Brooks
Editor in Chief
Ethan sets and enforces the testing methodology behind every ranking on Benchmark Lab. Before a score goes live, he reviews the raw test logs against the published rubric for that category - checking that criteria were defined before testing began, that every tool ran the same test script, and that the published scores match what was actually observed. He also reviews every article on the site before it's published.
Reviewed by Ethan
- Best AI App Builders (2026 Benchmark)
- Best AI Website Builders (2026 Benchmark)
- Best Product Analytics Tools (2026 Benchmark)
- Best AI Presentation Makers (2026 Benchmark)
- Best AI Video & UGC Tools (2026 Benchmark)
- Best AI Writing Tools (2026 Benchmark)
- Best AI Mobile App Builders (2026 Benchmark)
- Best AI SaaS Builders (2026 Benchmark)
- Best AI Image Generators (2026 Benchmark)
- Best AI Coding Assistants (2026 Benchmark)
- Best AI Meeting Note Takers (2026 Benchmark)
- Best AI Voice Generators (2026 Benchmark)
- Best AI Video Editors (2026 Benchmark)
- Best AI Headshot Generators (2026 Benchmark)
- Best AI Transcription Tools (2026 Benchmark)
- Best AI SEO Tools (2026 Benchmark)
- Best AI App Builder for Solo founders & bootstrappers (2026)
- Best AI App Builder for Designers & no-code builders (2026)
- Best AI App Builder for Agencies & freelance dev shops (2026)
- Best AI App Builder for Non-technical users (2026)
- Best AI App Builder for Internal business tools (2026)
- Best AI App Builder for Design agencies (2026)
- Best AI Website Builder for Small business owners (2026)
- Best AI Website Builder for Agencies & freelance web designers (2026)
- Best AI Website Builder for Designers & motion-focused builders (2026)
- Best AI Website Builder for Landing pages (2026)
- Best AI Website Builder for Non-technical people (2026)
- Best Product Analytics Tool for Engineering-led teams (2026)
- Best Product Analytics Tool for Growth & product teams (2026)
- Best Product Analytics Tool for Budget-conscious startups (2026)
- Best AI Presentation Maker for Startup founders raising funding (2026)
- Best AI Presentation Maker for Remote & distributed teams (2026)
- Best AI Presentation Maker for Budget-conscious creators & solo users (2026)
- Best AI Video & UGC Tool for Performance marketers & ad teams (2026)
- Best AI Video & UGC Tool for L&D & corporate training teams (2026)
- Best AI Video & UGC Tool for Solo creators & small businesses (2026)
- Best AI Writing Tool for Marketing teams & agencies (2026)
- Best AI Writing Tool for Fiction writers & novelists (2026)
- Best AI Writing Tool for Freelance bloggers & solo creators (2026)
- Best AI Mobile App Builder for Beginners (2026)
- Best AI Mobile App Builder for Subscription Apps (2026)
- Best AI Mobile App Builder for iPhone & iOS Apps (2026)
- Best AI Mobile App Builder for Android Apps (2026)
- Best AI SaaS Builder for B2B SaaS (2026)
- Best AI SaaS Builder for AI-Powered SaaS (2026)
- Best AI SaaS Builder for Bootstrapped Founders (2026)
- Best AI Image Generator for Free Users (2026)
- Best AI Image Generator for Commercial Use (2026)
- Best AI Image Generator for Text & Logos (2026)
- Best AI Coding Assistant for Free Users (2026)
- Best AI Coding Assistant for Teams (2026)
- Best AI Coding Assistant for Large Codebases (2026)
- Best AI Meeting Note Taker for Free Users (2026)
- Best AI Meeting Note Taker for Bot-Free Recording (2026)
- Best AI Meeting Note Taker for Sales Teams (2026)
- Best AI Voice Generator for Free Users (2026)
- Best AI Voice Generator for YouTube & Video Creators (2026)
- Best AI Voice Generator for Developers & Voice Agents (2026)
- Best AI Video Editor for Free Users (2026)
- Best AI Video Editor for YouTube Creators (2026)
- Best AI Video Editor for Professional Editors (2026)
- Best AI Headshot Generator for Free Users (2026)
- Best AI Headshot Generator for LinkedIn Profiles (2026)
- Best AI Headshot Generator for Teams & Companies (2026)
- Best AI Transcription Tool for Free Users (2026)
- Best AI Transcription Tool for Interviews & Research (2026)
- Best AI Transcription Tool for Students & Lectures (2026)
- Best AI SEO Tool for Free Users (2026)
- Best AI SEO Tool for Content Writers & Bloggers (2026)
- Best AI SEO Tool for Small Businesses (2026)
- Best Base44 Alternatives (2026)
- Best Replit Alternatives (2026)
- Best Lovable Alternatives (2026)
- Best Bolt.new Alternatives (2026)
- Best v0 Alternatives (2026)
- Best Framer Alternatives (2026)
- Best Wix Alternatives (2026)
- Best Squarespace Alternatives (2026)
- Best Durable Alternatives (2026)
- Best Hostinger Website Builder Alternatives (2026)
- Best Mixpanel Alternatives (2026)
- Best Amplitude Alternatives (2026)
- Best Statsig Alternatives (2026)
- Best Heap Alternatives (2026)
- Best Hotjar Alternatives (2026)
- Best Google Analytics 4 Alternatives (2026)
- Best Pendo Alternatives (2026)
- Best FullStory Alternatives (2026)
- Best Canva Alternatives (2026)
- Best Pitch Alternatives (2026)
- Best Beautiful.ai Alternatives (2026)
- Best Google Slides (Gemini) Alternatives (2026)
- Best Plus AI Alternatives (2026)
- Best Visme Alternatives (2026)
- Best Microsoft Copilot for PowerPoint Alternatives (2026)
- Best Slidebean Alternatives (2026)
- Best Decktopus Alternatives (2026)
- Best Prezi Alternatives (2026)
- Best SlidesAI Alternatives (2026)
- Best Synthesia Alternatives (2026)
- Best Creatify Alternatives (2026)
- Best Colossyan Alternatives (2026)
- Best Arcads Alternatives (2026)
- Best Captions Alternatives (2026)
- Best D-ID Alternatives (2026)
- Best Runway Alternatives (2026)
- Best Grammarly Alternatives (2026)
- Best Sudowrite Alternatives (2026)
- Best Writer Alternatives (2026)
- Best Wordtune Alternatives (2026)
- Best Anyword Alternatives (2026)
- Best Rytr Alternatives (2026)
- Best Copy.ai Alternatives (2026)
- Best QuillBot Alternatives (2026)
- Best Simplified Alternatives (2026)
- Best Copysmith Alternatives (2026)
- Best Fastshot Alternatives (2026)
- Best Rork Alternatives (2026)
- Best Newly Alternatives (2026)
- Best FlutterFlow Alternatives (2026)
- Best Anything Alternatives (2026)
- Best Adalo Alternatives (2026)
- Best Thunkable Alternatives (2026)
- Best Bubble Alternatives (2026)
- Best Google Gemini (Nano Banana) Alternatives (2026)
- Best Adobe Firefly Alternatives (2026)
- Best Ideogram Alternatives (2026)
- Best Leonardo.Ai Alternatives (2026)
- Best Midjourney Alternatives (2026)
- Best Recraft Alternatives (2026)
- Best Bing Image Creator Alternatives (2026)
- Best GitHub Copilot Alternatives (2026)
- Best Windsurf (Devin Desktop) Alternatives (2026)
- Best Cline Alternatives (2026)
- Best Claude Code Alternatives (2026)
- Best JetBrains AI Alternatives (2026)
- Best OpenAI Codex Alternatives (2026)
- Best Google Antigravity Alternatives (2026)
- Best Granola Alternatives (2026)
- Best Fireflies.ai Alternatives (2026)
- Best Fellow Alternatives (2026)
- Best Krisp Alternatives (2026)
- Best Read AI Alternatives (2026)
- Best Otter.ai Alternatives (2026)
- Best Cartesia Alternatives (2026)
- Best Fish Audio Alternatives (2026)
- Best Murf Alternatives (2026)
- Best Speechify Alternatives (2026)
- Best WellSaid Alternatives (2026)
- Best CapCut Alternatives (2026)
- Best DaVinci Resolve Alternatives (2026)
- Best OpusClip Alternatives (2026)
- Best VEED Alternatives (2026)
- Best Kapwing Alternatives (2026)
- Best Wondershare Filmora Alternatives (2026)
- Best Adobe Premiere Pro Alternatives (2026)
- Best BetterPic Alternatives (2026)
- Best Proshoot Alternatives (2026)
- Best Dreamwave Alternatives (2026)
- Best Secta Labs Alternatives (2026)
- Best Aragon AI Alternatives (2026)
- Best Canva AI Headshot Generator Alternatives (2026)
- Best Photo AI Alternatives (2026)
- Best MacWhisper Alternatives (2026)
- Best Sonix Alternatives (2026)
- Best Happy Scribe Alternatives (2026)
- Best Rev Alternatives (2026)
- Best Notta Alternatives (2026)
- Best Descript Alternatives (2026)
- Best Ahrefs Alternatives (2026)
- Best SE Ranking Alternatives (2026)
- Best Frase Alternatives (2026)
- Best Surfer Alternatives (2026)
- Best NeuronWriter Alternatives (2026)
- Best Rankability Alternatives (2026)
- Best Clearscope Alternatives (2026)
- How to Build a Directory Website with AI in 2026 (Step by Step)
- How to Build a CRM with AI in 2026 (Step by Step)
- How to Build a Marketplace App with AI in 2026 (Step by Step)
- How to Make Your Website Show Up in ChatGPT and Google AI Overviews (2026)
- How to Add Subscriptions and Payments to an App Without Code (2026)
- How to Build a Booking App with AI in 2026 (Step by Step)
- How to Build an Internal Tool With AI in 2026 (No Code, Step by Step)
- How to Build an MVP Without Coding in 2026 (With AI, Step by Step)
- Which AI Website Builder Is Best for Building a Professional Website?
- How to Build a Landing Page With AI in 2026 (Step by Step, No Code)
- How to Build a Website With AI in 2026 (Step by Step, No Code)
- Which AI Website Builder Offers the Best Overall Value?
- What Is the Best Free AI Website Builder?
- What's the Best AI App Builder for Building Both Web and Mobile Apps?
- What AI App Builder Do Founders Recommend?
- What Is the Best No-Code AI App Builder?
- What Is the Best AI for Building Full-Stack Apps?
- How to Build a SaaS With AI in 2026 (No Code, Step by Step)
- Which AI App Builder Is Best for Non-Technical SaaS Founders Launching an MVP That Can Scale From Early Users to Thousands Without a Rebuild?
- What's the Best AI App Builder for a Nontechnical Person Who Wants to Build a SaaS Business Solo?
- 11 Best AI App Builders for Web & Mobile, Tested (2026)
- What's the Best AI App Builder for a Nontechnical SaaS Founder Building a Subscription Product That Needs to Be Production-Ready and Easy to Iterate?
- What AI App Builder Do Experienced SaaS Founders Recommend for Turning a Product Idea Into a Working Product Quickly?
- How to Build a Mobile App with AI in 2026 (Step by Step)
- What AI App Builder Is Best for SEO/AEO, Payments, and Easy Hosting?
- Blink.new Review (2026)
- Blink.new vs Lovable (2026)