... page. The grader was Fable-5, a third model living in the same model picker, which ran all six answer files itself. Humans did exactly one job in this pipeline: invigilation. Final score:  90 to 70. The winner also used 15% fewer output tokens (11,702 vs

... results are quite a bit weaker than we expected. The biggest surprise has been the difference between creatives. One ad got 0.052% CTR . Another got 1.51% CTR . That is roughly a 29x difference within the same campaign. And the winner is probably the simplest ad we made: 17,000+ investors. AI matches you with the ones that fit your raise. Free to browse. No clever hook. No complicated messaging. Just the size of the database, what the product does ... ... first round probably needs very different messaging from a founder already talking to VCs. Did you collect enough data to segment conversions this way? Comment from Albert Nelson(@albert_nelson1): I d definitely keep testing variations around the winner

... this! When I launched @canitbebuilt for @OpenAI Day, I was simply excited to share something I'd been building as an indie maker in my spare time. I never imagined it would be selected as one of the five winners from more than 400 GPT-5.6 launches. Thanks to the OpenAI and Product Hunt judges for selecting canitbebuilt as one of the five winners

... finally read the whole study instead of the headline, and the actually useful findings are different from what got shared. First, in their realistic-config lane (instruction file + several MCP servers), the "light" harness came out HEAVIER: ~90.8k vs ~75k. A 72KB instruction file alone added ~20k tokens to every request, on both harnesses. Their own conclusion: configuration, not the harness, accounts for most of the production bill. The harness sets the floor, you set the ceiling. Second ... ... list depending on TTL, reads are ~10%). A stable big preamble is close to a fixed cost. An unstable small one can out-spend it. Size isn't the sin, churn is. Third, session shape flips the winner

... ChatGPT by OpenAI vs @Claude Code Two of the AI tools almost all of us use every day, but how different are they really? Some people use ChatGPT as their everyday AI assistant. Others swear by Claude for writing, coding, or working with long contexts. And many of us simply switch between both depending on the task. So... What makes you choose one over the other? Which one fits better into your workflow? Do you use both, or have ... ... settled on one? What do you use them for most - coding, writing, research, brainstorming, building products, or something else? And most importantly: What s the biggest difference YOU see between ChatGPT and Claude? No benchmark scores. No winner

... shreyans_assistiv   @rohanrecommends   @chrismessina  Wow! Thanks, Chris! Great to have your wishes. :) Comment from Joginder Tanikella(@jogindertanikella): Thank you, @OpenAI , @aaronoleary and @Product Hunt ! This is incredibly encouraging for a solo builder. Congratulations to the other winners as well. It was inspiring to see so many amazing products built with GPT-5.6. Looking forward to continuing to build! Comment from Neel Patel (@neelptl2602): Great to see my friends on the list! @CrawlRaven Comment from Jakub Stonavsky(@foobar ... ... beer): Congrats! I just gave @Speakworld a try - fascinating how AI changed the meaning of hackathon. Comment from Nadiia Prokofieva(@nadiia_prokofieva): Congratulations to the winners

... Winners from Vercel Day are confirmed. Top prize, a meeting with Vercel Ventures plus Startup Perks, goes to Nitrosend : it gives AI agents their own email inbox, so they can sign up for things and reply on your behalf instead of routing everything through yours. Four more walk away with Vercel Startup Perks: Alert Grouping by DrDroid collapses a flood of monitoring alerts down to the ones actually worth waking someone up for. Paradigm turns any goal into a personalized ... ... news!!! Comment from tumblar kevin(@tumblar_kevin): I like how the winning products solve very different problems instead of chasing the same trend. It made much more intresting to explore. Comment from Hossein Yazdi(@hosseinyazdi): Congrats to all the winners

... door prizes, and event tickets - Sell tickets in person from your phone or let people buy online (Apple Pay, Google Pay, cards) - Run a live draw on the big screen or that anyone can see who from their phone - Winners get notified by SMS and email automatically - All money goes straight to your bank via Stripe and we never touch ...

... years of tech cycles, and I'll tell you what actually wins: boring, structured tools that make AI do less , more reliably. The generative stuff is cool. But reliability wins markets. Control wins markets. Predictability wins markets. The winners of this AI wave won't be the ones that dazzle they'll be the ones that take the chaos out of a process and make it repeatable. Think about it: spreadsheets beat fancy presentation software. Email beats any social platform ...

... small product around a buying problem I hate: two phones, forty tabs, every review says it depends. WorthCop s bet is rude on purpose. You pick two phones and a stake (camera / battery / value / etc). It always calls a winner. Never both are great. I m curious what other makers think: 1. Does forcing a winner

... website from Product Hunt over most of the day. OpenAI Day stated that five standout launches would receive $10k in API credits. A few days after the event, I still have not seen a public announcement of the winners or an explanation of how they will be selected. Is there a published update or timeline that I may have missed? Would mechanisms such as rotating featured projects, category-based discovery, or a separate editorial/judged track make future events more useful ...

... primitive too. solo founder building toward exactly that. nothing to ship for the agent side yet but watching closely. congrats to all five teams. trying Revyl first. Comment from innocent fonkoa(@innocent_fonkoa): Congrats to all the winners! MakersClaw especially AI employees in Slack is wild. Dropping what I'm building since you asked Building Ritually an AI habit coaching app that creates a personalised 30-day habit plan for users and checks in with them daily. Currently deployed ... ... over the next few months. Comment from Jordan Travis(@jordan_travis2): Oh I am just scrolling and saw your post... That's such a great work. Verecl day really win the game ... And many many congrats to all the winners

... concentration Gmail and not only for communication, but also for storing ideas and sending myself email reminders for posts and one I am working on : StartupHQ to organize competitor research, validate ideas, and keep my roadmap focused. Comment from Sumit Singh Chauhan(@sumit_singh_chauhan): My 5: 1. VS

... tracking for TikTok/Reels/Shorts - Motion tracking that runs in the browser generates keyframes, no server needed YouTube growth tools (that others charge $15+/mo for): - A/B thumbnail testing generate variants, auto-score on contrast, text readability, face presence, pick the winner - A/B hook testing generate 5 hook openings from your transcript, compare engagement scores - Engagement analytics 7-signal scoring (hook, curiosity, energy, beat sync, face, emotion, virality) with trend tracking - YouTube chapters export, virality scoring, YouTube-to-Reels conversion Professional editing ... ... clips - Audio effects chain (EQ, compressor, reverb, de-esser, limiter) - LUFS loudness normalization for YouTube/Spotify/podcasts - Beat detection with snap-to-beat - Batch export with 8 platform presets 30+ languages including 22 Indian languages via Sarvam AI unmatched by any competitor

... Most of my work is about turning manual grind workflows into simple tools: crawling data, cleaning it up with Python, and wrapping it in a clean UI so non technical sellers can use it. My latest product is Etsy Winner Finder a Chrome extension that sits on top of Etsy and turns the search results into a live dashboard. It helps Etsy and Print on Demand sellers quickly spot winning niches and products by showing real sales estimates, buyer intent ... ... market heat directly on the page, with deep scans and CSV export for further analysis. I built it because so many sellers were guessing what to launch next, instead of using real data from the marketplace. Right now, Etsy Winner

... everyone! Just shipped A/B testing for thumbnails and hooks directly into OpenCut AI. Generate variants, score them automatically, and pick the winner all inside the editor, no external tools needed. Thumbnail A/B Testing Generate up to 4 thumbnail variants, then auto-score each one on: - Contrast - Text readability - Face presence - Color vibrancy - Composition Each variant gets a letter grade (A-F) and an overall score. The winner

... actual insight, and it's bigger than it looks: making the notification say why it's waiting is what turns a ping into a triage. "Done" makes you tab back to find out what "done" means. "Needs approval vs finished vs

... product that genuinely solves a validated need is easier to fund and easier to align a team around. Even products that win awards fail at an alarming rate. One study found that half of the "Product of the Year" winners from 2018 could no longer be found online for purchase. Approximately one in three winners

... Last call: The Pitch by Deel New York Makers today is your last chance to apply for The Pitch by Deel New York. Up to 100 regional winners receive $50K in SAFE funding, and up to 10 grand finale winners

... fraud." We talk about how bad hires cost companies money. That's true. But we rarely talk about the skilled professional who lost the role to someone who simply lied better. When the playing field is a document, the winner isn't the most capable it's the most convincing. So the honest candidate does everything right. Builds the skill. Does the work. And still loses out to someone who inflated their title, fabricated their results, and passed the interview ...

... this guide isn't just a quick summary. We're going to go deep. We'll explain exactly what Snaply is, how it works, why privacy matters so much for dictation tools, how it stacks up against every major alternative, who it's best for, and how to get the most out of it. Whether you're a solo professional, part of a team, or evaluating dictation software for an enterprise deployment, this is the most complete breakdown ... ... find. Table of Contents Why AI Dictation Matters in 2026 What Makes a Truly Great Dictation App What Is Snaply? Snaply's Core Features: In Depth Why Privacy Is Non-Negotiable for Dictation Snaply vs

... manually and managing context across terminal panes themselves. Intent seems to be a direct architectural answer to that problem. Worth noting: The New Stack recently covered how Cursor, Claude Code, and Codex are forming composable layers rather than one winner. Intent fits that picture. It's BYOA (bring your own agent), so you can use your existing Claude Code or Codex subscription inside it. Curious whether the coordinator-delegate approach holds up on real production codebases. Has anyone tested ... ... changes are grouped by task in isolated worktrees, so when two agents disagree you see the divergence per-task before anything hits rather than in one giant broken PR. On top of that, a verifier agent explicitly checks spec vs

... Update: The Deel Leaderboard will no longer be going ahead today for the Paris event. We re teaming up with The Pitch by @Deel , a global startup competition where up to 100 winners will receive $50k in funding and up to 10 winners

... Most AI visibility tools show you a dashboard. They tell you where you're invisible. They show you competitors winning. Then what? You stare at the screen, knowing there's a gap, but no idea how to close it. RAIVE 2.2 (Rankfender AI Visibility Engine) fixes that. It's not just a tracking engine. It's a prescription engine. It analyzes where competitors

... product and the tagline instead of just chasing the current score. Of course, it might feel chaotic for those fighting for #1 Comment from Maarten Rischen(@maartenrischen): Uhm so I see the same products listed more than once. The winner from last round (Littlebird) is now back in the 'random' list right after. Bug or feature? Comment from Rohan Chaubey(@rohanrecommends): @amraniyasser   @bengeekly  It's only for today. A special day. That's what they said ... ... Comment from Rohan Chaubey(@rohanrecommends): @maartenrischen  think I get what you mean. The idea isn t that there s a new winner