Artificial Intelligence (AI) Humanizers are often touted as the solution to bypassing institutional detectors, but in practice, the claims are all too often not able to live up to the hype.
For months Grubby AI was all over the digital trade press claiming almost 100% success rates of bypassing Turning in, and other detectors, through the use of their automated systems.
However, this has been proven wrong through independent testing and through customer reports based on real-life experiences.
Detecting AI is becoming increasingly more difficult due to the number of changing algorithms and continuous change to existing technology solutions.
As detection technology continues to evolve, many of the existing rewrite methods used for the past several years will no longer hold true.
Many businesses that once used Grubby AI have now suffered from having their company accounts impacted because of their inability to adapt to the rapidly changing and evolving detection technologies.
Listed below are several examples of how the AI Humanizer industry has changed in a very short period of time.
The various platforms listed here will allow you to preserve the context and keep your writing readable while enabling you to pass modern-day AI testing.
A quick comparison of the top AI humanizing platforms
This data matrix is a summary of the overall average performance of the top performing platforms evaluated during the last testing cycle based on average results for Turnitin, GPTZero, Originality.ai, Copyleaks, and ZeroGPT.
The majority of users who migrated away from Grubby AI have done so because of a basic architectural deficiency.
Grubby AI is based on a very simple model of replacing words with synonyms and flipping passive voice sentences into active voice sentences.
This method used to work well enough to fool older versions of text classifiers, but today’s vector-space models and perplexity-burstiness assessments have rendered it ineffective.
When text is processed by Grubby AI, modern detection technologies are able to quickly identify that the text has been modified by Grubby AI because the placement of complex synonyms is often incorrectly placed.
A second concern with regards Grubby AI's technology is the damage to the reputation of Grubby AI as a platform.
Online user communities often discuss the many complaints about deceptive billing practices and the automatic participation of all free tier users in recurring monthly plans without an affirmative consent.
Grubby AI's marketing message includes a "100% Turnitin Bypass Guarantee", and yet there is no evidence of this being true in an institutional setting, leaving many students subjected to academic integrity investigations due to false positive detections and repeated failure to cite the work correctly.
The lack of support for customizing structural formatting has resulted in Grubby AI becoming a burden on professionals who use Grubby AI to create content.
Grubby AI does not offer users the ability to designate their intended recipient of the product or to create custom processing profiles.
Consequently, an essay that is created to be submitted for open enrollment to a university portal will receive the same poor quality changing synonyms as the content intended to be published as a short-form marketing blog.
Additionally, the conversion process typically results in the loss of Markdown heading formatting, corrupted inline citation formats, and the misalignment of complex mathematical notations.
Deep dive: Evaluating the twelve best alternatives to Grubby AI
To identify a suitable alternative product, it is important to move beyond broad marketing language and review each product's processing limits, target detection methods, and capability of maintaining structural formatting.
Below is a summary of the current competitive landscape, organized by technical advancement and verified success of implementation.
GPTHuman.ai
GPTHuman.ai is a unique text-processing engine that analyzes the rhythm of natural human writing and mimics the human experience, rather than simply substituting vocabulary.
Rather than swapping out words for other synonyms to make text look human, GPTHuman.ai analyzes and alters the length of sentences used in the writing and creates a distribution of the same sentences.
This unique method of creating a different type of sentence structure allows GPTHuman.ai to effectively bypass most of the structural perplexity filters that are used to prevent the automated copying of text from other sources.
Ryne.ai
Ryne.ai is a semantic intent mapping tool that has unique characteristics compared to other rewriting engines.
In particular, many rewriting tools simply shuffle the argument of the paragraph being rewritten and ultimately yield no coherent output unless highly edited.
Ryne.ai utilises a two-phase neural system, which maintains the internal thesis and alters stylistic aspects during processing.
Ryne.ai is built primarily for the development of both short- and medium-length web copy.
Digital marketers can use this tool while remaining aware of SEO compliance issues and maintaining proper readability; thus, it provides a balance between ungainly phrasing changes and natural readability scores.
On the free tier of this platform, the maximum input is a comfortable 500 words.
Users of paid plans will benefit from increased maximums for input word counts and more extensive options for matching writing styles when creating long-form content.
WriteHumanly
WriteHumanly's approach addresses another common challenge of automated content creation, namely, having a more robotic cadence due to extensive repetition.
With WriteHumanly, there is no repetition in sentence structure or word choice; therefore, the content has natural flow and is capable of passing the burst threshold of sophisticated enterprise-level text analysis engines.
The WriteHumanly interface has been purposefully simplified to create a seamless process.
It removes all complex set-up menu item options and replaces them with a simple 400 word singular free test input field.
The speed and quality of output generated by this technology is extraordinary.
It is able to quickly produce processed documents while maintaining the integrity of the original format and structural/meaningful content.
Because of this, it has been adopted as a preferred tool for high-volume jobs (i.e., social copy editing) which require fast turnarounds with minimal corrections.
Walter Write's AI
Recognized by many of its users as the best alternative sourcing option for escaping academia; Walter Writes AI does not have a free tier; however, it caters exclusively to the premium market and delivers extremely detailed and precise products.
Its customers are typically those who need an exceptionally accurate final product due to institutional policies requiring thorough review before they can submit their work.
Such as other academic-focused writing products, Walter's uses multiple rewriting processes and advanced syntactically altered sentence structures to rewrite text blocks.
Walter Writes excels at bypassing Turnitin or any other tool that performs similarity checks.
While the absence of a free tier can be perceived as the most significant obstacle to entry for new customers; with respect to institutional-level requirements for the reliability and accuracy of output, the high level of emphasis placed on maintaining "meaning" in conjunction with the cost associated with Walter Writes is warranted.
Humanize AI Pro
Maintaining the academic format of documents (i.e., citations, reference, LaTeX formula, etc.) is typically considered one of the toughest challenges to overcome for standard humanizers.
But, the Humanize AI Pro tool has developed effective methods of doing this using a combination of highly developed codes and specialized shielding processes designed specifically to protect these areas of a document.
While processing documents, Humanize AI is programmed to recognize these elements and preserve them intact while the rest of the document is modified.
This unique ability has made Humanize AI Pro a viable solution for university students and technical researchers.
The company outperformed most conventional systems during the live benchmarking with its high volume of tests, receiving a score of 98% from humans on the pre-designed text array compared to lower scores from its competitors.
The interface features three customized modes (academic, standard, and creative), which allow the user to directly change their style at a person-to-person level.
Undetected AI
As a long-time player in the text rewriting space, this platform is based on a proprietary language model that has been trained on millions of verified samples of real-world authors.
The platform is a one-of-a-kind multi-faceted dashboard that allows users to compare their written work against numerous simulated versions of popular detection tools at one time.
The key to maximizing productivity is through high-volume batch processing.
The user can upload multiple written documents to the platform, making it an attractive choice for organizations and large marketing operations that require high-quality written content.
The basic tier of service gives you access to 250 words of free text, allowing you to quickly test the service before paying for higher tiers.
Stealth Writer AI
This platform takes an interactive approach to humanizing the text that it generates.
Rather than producing a single monolithic piece of rewritten text, the system offers several different variations of each and every sentence as you write.
By utilizing this detailed control over your output, you can change individual phrases that may seem a bit awkward or artificial for the sake of crafting a finished product that is uniquely yours.
Although the platform's default setting allows for an impressive 85% accuracy rating, using the manual variation selector significantly increases accuracy.
Users of StealthWriter can process an unlimited number of words at 300-word increments for free when using the default operational tier.
AI Blaze
AI Blaze: Although it works as a browser extension, AI Blaze was built to incorporate seamlessly into existing document management systems rather than being a standalone web application.
This solution allows customers to stay within their current document management platforms without having to copy/paste text repeatedly.
The advantage of this application is that you will get fast editing results because it is an overlay and therefore allows you to edit in real-time.
The algorithm for AI Blaze emphasizes how natural or clear the final output should be.
This means that while there is a distortion of the original input structure, the distortion will never exceed an average rate of about 81%.
Therefore, AI Blaze is well suited to be used in both business environments and customer service departments where speed of delivery and the ease of using a particular platform are more important than whether they can bypass institutional verification processes.
HideMyAI
Many developers and technical writers find it challenging to create human-readable text using typical text-humanizing software due to many algorithms treating programming systems code comments and other structures as mechanical.
HideMyAI has designed specific developer and technical writer formats to circumvent this limitation.
HideMyAI targets the requirements of these two industries by providing special user settings that enable users to separate their code content from their instructional writing while still protecting their computer code and code syntax.
HideMyAI has a generous free 400-word limit for the first submission, making it a great solution for creation of technical documents, articles written for technical bloggers and manuals for engineering teams who want to avoid harming their original code and who need the end product to be free from any restrictions imposed by many corporate security systems.
TextHumanizer
TextHumanizer: TextHumamizer specializes in high-speed structural relocation across multiple languages, providing approximately thirty different foreign language support options and custom localization procedures for each language.
It understands that there are many starkly different language-based structural models, meaning that applying English-based structural models to non-English-based inputs is not the best course of action.
This service can process up to 250 words per submission for users within the general tier.
Translation of the text above into more conversational and plain English
While the above text is quite useful for global marketing strategies and Localization teams who want to create humanized Translated Content for different international regional variant, it does not strictly adhere to the present form or meaning of the source material, nor does it keep the content of the original piece clear.
WriteBetterAI
The main function of the WriteBetterAI Platform is as an entry-level humanized Text Tool used primarily as an SEO tool to preserve the core keywords of the translated content.
To give an example, WriteBetterAI has a specific Keyword Anchoring feature that will allow the user to maintain specific vital phrases in their exact form as the source text while the WriteBetterAI Tool rewrites the structure of the text.
To help users get started, WriteBetter AI offers an initial free trial account for 500 Words of translated text as a baseline for content creation.
The overall ability of WriteBetterAI's bypassing capabilities are relatively simple (the average bypass percentage is approximately 80% when running raw AI Translations against a basic detection algorithm), yet it serves as an easy-to-use resource for Internet Content Writers that need to create and refresh traditional web landing pages and informational blog posts quickly.
QuillBot
When considering the differences between a dedicated AI Humanizer and a traditional Paraphrasing tool, it is important to understand what differentiates these tools.
QuillBot does not utilize specialized Algorithms designed to combat the specific mathematical algorithms utilized in Modern AI Detectors.
It is a Traditional Paraphrasing Tool where the QuillBot Tool is simply using the standard Vocabulary Type Substitution and Sentence Restructuring Techniques.
As a result, if you take Raw AI Content and use the Standard QuillBot Settings to process the content, you can expect an overall average of a 45% Bypass Success Rate when checked against Advanced Detectors.
As a result, Advanced Detectors detect the restructured QuillBot Text easily.
However, it serves as a Valuable Support Tool for Manual Rewriting processes where QuillBot provides a 125 Word Free Tier that allows Authors to Discover Alternative Phrasing Directions for Manual Refinement.
Evaluation methodology: How we tested our competitors
In order to maintain the utmost Editorial Objectivity, all Platforms evaluated in this Report were evaluated under an identical Protocol using a Standard Sample Text Format.
Testing methods avoided the use of vague and generic marketing language and instead focused on developing actual use case profiles that would push the limits of rewriting capabilities using listed criteria.
- Academic: 1,500-word undergraduate argumentative essay focused on recent trends in microeconomic policy with inline citations and LaTeX-formatted blocks of text.
- SEO Content: 2,000-word digital marketing guide done in a very specific and concentrated keyword distribution, organized by headings, and bulleted lists of information.
- Technical Documentation: 1,000-word deployment guide for a software application that contains inline code comments, Markdown formatted code samples, and procedural technical information.
Each test case was created using a standard commercial large language model (LLM) and was run through each of the competitors' plagiarism checkers using their most advanced stealth or "humanized" mode.
The results of each plagiarism checker were then submitted through the institutional accounts on Turnitin and the professional versions of GPT-Zero, Originality.ai, Copyleaks, and Zeroscript.
The percentage of bypassed documents was determined based on the final human-written percentage provided by each tool.
We assessed whether the meaning of the rewritten output was preserved by evaluating whether the output retained the same structural clarity as well as factual accuracy as compared to its source text.
Conclusion: Selecting the right platform
There is no single product that provides the best solution for every user type.
The choice of the best fit will depend exclusively on the specific use case, budget and the detection system that needs to be cleared.
The first part of this article provides a brief overview of how students and academics can benefit from using citation-protected tools.
The most important element to remember here is that if you are looking for ways to reduce the chance that your work will be flagged as "plagiarized," you will want to choose a citation-protected tool.
The citation-protected tools listed in this section have the highest level of confirmed success for bypassing Turnitin and other institutional grading systems for those who are using premium accounts.
The second section discusses how digital marketers and SEO agencies can maintain their keyword placement throughout the development of large amounts of content.
Once again, if you are a digital marketer or an SEO agency, having scalable workflows (so that you can develop lots of content) will be crucial for your success.
The best way to achieve this is with a balance of keyword preservation and readability (make sure you do not create content that has "weirdness"), along with other unique tools.
The tools identified in this section provide the best combination of semantic intent readability and the ability to manage large numbers of files.
In the third section, we look at how developers and technical writers can create better technical documentation.
The way to create technical documentation is through properly formatted text, so anything that prevents your technical documentation from being correctly formatted will result in poor usability for future readers.
As a developer or technical writer, you will want to avoid the possibility of scrambling your technical document code syntax or markdown formatting.
For this reason, you want to use tools that can preserve your documents' formatting during their initial processing (e.g., through the use of inline browser extensions).
The tools discussed in this section are two of the best tools to protect the formatting of your code segments.
Frequently asked questions
Will any AI humanizing tool be able to guarantee a 100 per cent bypass rate on Turnitin?
Unfortunately, no.
There are no AI humanizer tools that can make this guarantee because institutional accounts update the algorithms used to assign grades regularly (and thus can create new and different ways to detect machine-generated text).
Therefore, the most ethical companies producing humanizer tools understand this event and focus on building flexible humanizer tools that use multiple layers of rewriting methods rather than making any type of absolute claims about the success of their humanizer solutions.
What is the difference between a paraphrasing tool and an AI humanizer?
A paraphrasing tool (e.g., QuillBot) rearranges the words and/or replaces synonyms in order to produce a new presentation of information, but, at the same time, maintains a single structure.
AI detectors are able to quickly label any document produced using a single structure as either human (yes, humans), or machine-generated (no, machine-generated documents).
An AI humanizer uses alternative structures, generally in relation to the mathematical (i.e., linguistic) patterns that are used to identify the two types of documents.
Will using an AI alternative affect the formatting or citations of my work?
The vast majority of basic rewriting engines do not maintain any formatting tags (e.g., bulleted lists and academic citations).
However, there are multiple premium versions of rewriting engines that provide advanced methods to isolate and protect formatting tags, including LaTeX formulas, Markdown headings, and academic citation structures, on their outputs, once processed.
