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AI · alternatives · 2026

24 alternatives to Cerno – CAPTCHA that targets LLM reasoning, not human biology

Open-source TypeScript SDK for human verification. Maze interaction with motor-control analysis, 12 behavioral features scored server-side against per-maze baselines. No ML inference, no third-party calls.

Cerno is a CAPTCHA system designed to verify humans by testing reasoning abilities rather than requiring users to solve visual puzzles or other biology-based challenges. It targets large language models specifically… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.

  1. 1

    Captchas don't have to be boring

    2021 · vivirenremoto.github.io · its alternatives →

  2. 2

    CAPTCHA that filters out humans and only lets programs pass

    2018 · humansnotinvited.com · its alternatives →

  3. 3
    Cap▲428

    A lightweight, modern open-source captcha

    2025 · capjs.js.org · its alternatives →

  4. 4

    Claude Opus 4.7 is Anthropic's most capable generally available model, released April 16, 2026. It outperforms Opus 4.6, GPT-5.4, and Gemini 3.1 Pro on key benchmarks including agentic coding, multidisciplinary reasoning, scaled tool use, and agentic computer use. It is benchmarked below Claude Mythos Preview — which remains restricted to Project Glasswing partners. https://vucense.com/ai-intelligence/ai-tools/claude-opus-4-7...

    2025 · anthropic.com · its alternatives →

  5. 5
    OpenHuman▲549

    An open source AI harness built with the human in mind

    May 2026 · tinyhumans.ai · its alternatives →

  6. 6

    Hi Hackers, Excited to share a macOS app I've been working on: https://recurse.chat/ for chatting with local AI. While it's amazing that you can run AI models locally quite easily these days (through llama.cpp / llamafile / ollama / llm CLI etc.), I missed feature complete chat interfaces. Tools like LMStudio are super powerful, but there's a learning curve to it. I'd like to hit a middleground of simplicity and customizability for advanced users. Here's what separates RecurseChat out from similar apps: - UX designed for you to use local AI as a daily driver.…

    2024 · recurse.chat · its alternatives →

  7. 7

    Proof of humanity, check that you're not talking with an AI

    2023 · captcharoo.com · its alternatives →

  8. 8

    Persistent memory for Claude, ChatGPT & Cursor. Free.

    May 2026 · github.com · its alternatives →

  9. 9

    PG has posted about improving social networks using something like an "intellectual CAPTCHA" many times [1][2][3][4] - "Make users pass a test on basic concepts like the distinction between necessary and sufficient conditions before they can tweet." I felt the same way. So I built one using a mix of simple math, logic, and Twitter/X Community Noted posts. Try sample questions here - https://mentwire.com/sample - without signing up. - Invites are temporarily open to HN users. - Onboarding test + one daily question before accessing feed, post or reply. - Posts authors are…

    Apr 2026 · mentwire.com · its alternatives →

  10. 10
    Promptly▲319

    No-code platform for generative AI apps & chatbots

    2023 · its alternatives →

  11. 11TT
  12. 12

    Combine the best AI/LLMs to build your Custom ChatGPT

    2023 · edenai.co · its alternatives →

  13. 13

    Keep the bots out without annoying your users

    2019 · its alternatives →

  14. 14RC
  15. 15TC

    2011 · thecaptchaexperiment.com · its alternatives →

  16. 16

    Most AI agents forget everything between sessions. We built DeltaMemory to fix that. It's a cognitive memory layer that gives agents persistent recall, automatic fact extraction, and temporal reasoning — via a single SDK call. Key numbers: - 89% accuracy on LoCoMo long-term conversation benchmark - 50ms p50 retrieval latency - 97% cost reduction vs raw token re-processing Open source SDKs, works with any LLM stack. Currently in early access. Happy to answer questions about the architecture, benchmark methodology, or how we handle knowledge graphs.

    Feb 2026 · deltamemory.com · its alternatives →

  17. 17
    GeeTest▲68

    Smarter way to stop bad bots, protect websites, apps & APIs

    2021 · geetests.com · its alternatives →

  18. 18

    Ending the CAPTCHA agony in a unique way.

    2013 · areyouahuman.com · its alternatives →

  19. 19

    A friendly copywriting challenge between human & OpenAI’s GPT-3 for your website. Built & Brought to you by VWO, #1 A/B Testing Tool in the World.

    2020 · vwo.com · its alternatives →

  20. 20

    I built Nocaptcha after getting frustrated with traditional CAPTCHAs both as a user and developer. WebAuthn passkeys offered a promising alternative that's both more secure and user-friendly. What makes Nocaptcha different: - Uses WebAuthn standard instead of puzzle-solving - No need for users to remember passwords or solve puzzles - Open source Current limitation: Working with W3C WebAuthn Community Group on true passkey disposal for this use case. Looking for feedback particularly on: 1. Integration experience 2. User experience compared to traditional CAPTCHAs

    2024 · github.com · its alternatives →

  21. 21

    Hassle-free CAPTCHA. Stop Bots, Stay Secure.

    2023 · dashboard.leminnow.com · its alternatives →

  22. 22BC
  23. 23

    Human behavior verification

    Jun 2026 · axon-captcha.vercel.app · its alternatives →

  24. 24DO

    Hey HN, I have been working on a side project for the last 3 months, built around LangchainJS and pgvector. It now supports ChatGPT, Llama, Claude, and Bison models, and the bot can integrate with WhatsApp, Telegram, and Discord for now. I would really appreciate some feedback. Thanks! repo: https://github.com/n4ze3m/dialoqbase

    2023 · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →