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StealthHumanizer

Free, open-source AI text humanizer. No login. No limits.

Transform AI-generated text into natural, human-like writing using multi-pass rewriting, style-aware processing, and statistical fingerprint disruption.

Try it Live

GitHub stars GitHub forks CI License: MIT PRs Welcome Good First Issues

If this saves you money on paid humanizers, consider giving it a star -- it helps others find it.


Try it now: stealthhumanizer.vercel.app -- paste AI text, pick a free provider (Gemini), click humanize. Done.


Why StealthHumanizer?

AI detectors (GPTZero, Originality.ai, Turnitin) catch AI text through statistical fingerprints:

  • Low perplexity β€” predictable, boring word choices
  • Low burstiness β€” uniform sentence lengths
  • AI-typical phrases β€” "furthermore," "it is important to note," "delve into"
  • Rigid structure β€” same paragraph pattern throughout

StealthHumanizer disrupts all of these signals with a 4-layer pipeline that produces text reading like a real person wrote it.


Features

Feature Description
13 AI Providers Gemini (free), OpenAI, Claude, Groq (free), Mistral, Cohere, Together, OpenRouter, Cerebras, DeepInfra, HuggingFace, Cloudflare, ZAI
4 Rewrite Levels Light (subtle fixes), Medium (natural rewrite), Aggressive (complete rewrite), Ninja (maximum stealth)
6 Writing Styles Humanize, Academic, Professional, Casual, Creative, Technical
9 Text Purposes Essay, Article, Blog, Email, Marketing, Report, Story, Social Media, General
13 Tone Presets Conversational, Journalistic, Persuasive, Storytelling, Humorous, Analytical, and more
Multi-Pass Ninja Mode Auto-refinement loop targeting 90%+ human score
Style-Aware Processing Post-processing adapts to academic vs casual context
AI Detection Scoring 12-metric analysis with confidence intervals and detailed reports
File Upload Paste text or upload PDF/DOCX files
Grammar Check Built-in grammar and spell checking
16+ Languages English, Chinese (Simplified + Traditional), Spanish, French, German, Japanese, Korean, Arabic, Hindi, and more
Batch Processing Humanize multiple texts at once
Export Download as TXT, DOCX, or PDF
100% Private API keys stored in your browser only. No server-side data storage.

How It Works

4-Layer Humanization Pipeline

Input Text β†’ Layer 1: LLM Rewrite β†’ Layer 2: Post-Processing β†’ Layer 3: Multi-Model Chain β†’ Layer 4: Final Polish β†’ Output

Layer 1 β€” LLM Rewrite: Your chosen AI provider rewrites the text using anti-detection prompts that enforce burstiness, perplexity injection, and structural disruption.

Layer 2 β€” Non-LLM Post-Processing: 500+ synonym swaps, 230+ collocation replacements, AI vocabulary removal, sentence length manipulation, typographic variation. Style-aware β€” academic text stays formal, casual text gets personality.

Layer 3 β€” Multi-Model Chain (Optional): Pass text through multiple AI providers to mix statistical fingerprints. Each model adds different patterns.

Layer 4 β€” Final Polish: Light cleanup pass. Readability guard ensures quality doesn't degrade.

Detection Metrics

The built-in detector analyzes:

  • Perplexity (word choice unpredictability)
  • Burstiness (sentence length variation)
  • Vocabulary diversity
  • AI phrase density
  • Passive voice ratio
  • Transition word frequency
  • Sentence start diversity
  • Hedging language
  • Quantifier overuse
  • Pronoun usage patterns

Quick Start

git clone https://github.com/rudra496/StealthHumanizer.git
cd StealthHumanizer
npm install
npm run dev

Open http://localhost:3000 and add your API key in Settings. Gemini is free β€” get a key at Google AI Studio.

Or use it live at stealthhumanizer.vercel.app.


Comparison

StealthHumanizer QuillBot StealthWriter Undetectable.ai
Price Free $9.99/mo $19/mo $14.99/mo
Open Source Yes (MIT) No No No
AI Providers 13 1 1 1
No Login Required Yes No No No
Data Privacy Browser-only keys Server-side Server-side Server-side
Multi-Language 16+ Limited English only English only
Purpose Selector 9 purposes No No No
Style Presets 6 styles 4 modes 3 modes 3 modes
Tone Options 13 tones 2 modes No No
File Upload PDF, DOCX No No No
Batch Processing Yes No No No
Grammar Check Built-in Separate tool No No
Custom Writing Sample Yes No No No
Self-Hostable Yes No No No

Architecture

stealthhumanizer/
β”œβ”€β”€ app/                    # Next.js app router
β”‚   β”œβ”€β”€ api/                # API routes (humanize, detect, grammar, upload)
β”‚   β”œβ”€β”€ layout.tsx          # Root layout with SEO + structured data
β”‚   └── page.tsx            # Main page
β”œβ”€β”€ components/             # React components
β”‚   β”œβ”€β”€ Humanizer.tsx       # Main humanizer UI
β”‚   β”œβ”€β”€ BatchHumanizer.tsx  # Batch processing UI
β”‚   β”œβ”€β”€ Detector.tsx        # Standalone detector UI
β”‚   β”œβ”€β”€ Settings.tsx        # API key management
β”‚   └── Navbar.tsx          # Navigation
β”œβ”€β”€ lib/                    # Core logic
β”‚   β”œβ”€β”€ detector.ts         # 12-metric AI detection engine
β”‚   β”œβ”€β”€ prompts.ts          # Anti-detection prompt system (EN + ZH)
β”‚   β”œβ”€β”€ postprocess.ts      # Non-LLM post-processing engine
β”‚   β”œβ”€β”€ providers.ts        # 13 AI provider integrations
β”‚   β”œβ”€β”€ readability.ts      # Flesch, Kincaid, Coleman-Liau metrics
β”‚   └── server/             # Server-side modules
β”‚       β”œβ”€β”€ humanization-governance.ts  # Safety + regression guard
β”‚       β”œβ”€β”€ model-runtime.ts            # Logistic regression scorer
β”‚       └── text-utils.ts               # Tokenization utilities
└── public/                 # Static assets + style models

Contributing

We love contributions! This is a community project and every PR helps.

Good First Issues

Start with issues tagged good first issue β€” these are specifically scoped for new contributors.

How to Contribute

  1. Fork the repository
  2. Create a feature branch: git checkout -b feat/your-feature
  3. Make your changes and test locally with npm run dev
  4. Commit with conventional style: feat: add your feature
  5. Push and open a Pull Request

Read CONTRIBUTING.md for full guidelines.

Contributors

Contributors


Tech Stack


Roadmap

  • Browser extension (Chrome/Firefox)
  • CLI tool (npx stealthhumanizer)
  • Fine-tuned local models for offline use
  • Real detector benchmarking dashboard
  • API service layer for programmatic access
  • Collaborative editing with version history

Star History

Star History Chart


Author

Rudra Sarker

Portfolio Β· GitHub Β· LinkedIn Β· Twitter/X


Alternatives (SEO)

If you're searching for any of these, StealthHumanizer is the free, open-source alternative:

QuillBot alternative, Undetectable.ai alternative, StealthWriter alternative, Hix Bypass alternative, Bypass AI detection, AI humanizer free, Humanize AI text free, Free AI detector bypass, Open source AI humanizer, GPTZero bypass, Turnitin bypass, AI text rewriter free, Make AI text undetectable, AI to human text converter


License

MIT License Β© 2024 Rudra Sarker. Free for personal and commercial use.