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HumanizerBench

← June 2026 prompts

Discussion Post · GPT-5.5

Discussion Board · written by GPT-5.5 · 257 words · prompt discussion_post

6
passed at least 4 detectors
8
failed at least one detector
13
tools tested on this prompt
Originality.ai
hardest detector, caught 7 of 13

Input passage

Generated by GPT-5.5; this exact text was pasted into every humanizer below.

Internet access should be treated as a public utility because it has become essential to modern life. Like electricity, water, and transportation, the internet is no longer a luxury used only for entertainment. People rely on it to apply for jobs, attend school, access government services, manage banking, schedule medical appointments, and communicate with others. When internet access is unavailable or unaffordable, individuals are cut off from opportunities that are necessary for full participation in society. Treating internet access as a public utility would help reduce inequality. In many rural and low-income communities, broadband service is either too expensive, too slow, or not available at all. Private companies often have little incentive to build networks in areas where profits are limited. Public utility regulation could require more universal service, fair pricing, and minimum standards for reliability and speed. This would help ensure that a student in a remote town has the same basic access to education and information as a student in a wealthy city. Some argue that regulation could reduce innovation or discourage private investment. However, public utility status does not have to mean government ownership or an end to competition. It can simply mean that internet providers must follow rules that protect the public interest. Basic oversight can prevent unfair pricing, monopolistic behavior, and discriminatory service practices while still allowing companies to improve technology and compete. In the digital age, internet access is a gateway to education, employment, healthcare, and civic life. Because it is so essential, it should be treated as a public utility.

How to read these scores

Each detector returns a human-likelihood on a common 0 to 1 scale, where 1 means it judged the text human-written and 0 means it flagged it as AI. On these pages a verdict counts as passed when that score is at least 0.50, the midpoint of the detector's own scale. That threshold exists only to draw the chips: the bypass rate on the leaderboard is the mean of each test's median score across the 5 detectors, a continuous number, so a tool's pass count and its bypass rate will not be the same figure.

Meaning is the input↔output embedding cosine and readability is a language-model writing-quality rating, both published per test in tests.json. Words is the output's length as a multiple of the input's; the scoring code penalizes ratios above 1.40 or below 0.60. Full definitions live in the methodology.

Humanized outputs

Ordered by how many detectors each rewrite passed; ties fall back to this cycle's rank. Each block shows what the tool returned and how the 5 detectors scored it.

Undetectable.ai

Rank #5 this cycle · run took 0:14

5/5 detectors passed
  • GPTZero1.00passed
  • Winston AI1.00passed
  • ZeroGPT1.00passed
  • Copyleaks1.00passed
  • Originality.ai0.99passed
Median
1.00
Meaning
90.7
Readability
100.0
Words
1.11× 257 → 286
Show output (286 words)

The Internet should be treated as a public utility because it is now an essential service for daily life similar to electricity, water, and transportation. The lack of access to a fast and affordable Internet connection denies individuals the opportunity to be equally competitive in the workplace, in school, in accessing government, in financial affairs online, in scheduling and managing medical appointments, and in keeping in touch with family and friends. Forcing broadband providers to offer service to customers in under-served rural or low-income areas at reasonable prices is the main goal of regulating internet access as a public utility. By doing so, individuals in these areas will have equal opportunities to access information, education and job opportunities. A student from a rural area would have the same opportunities for education and access to information as a student from a wealthy urban area. Regulating the Internet as a public utility could have a negative impact on the Internet in terms of stifling innovation, or deterring new investment in the industry. However, the fact that the Internet service providers do not have to be owned by the government means that the public utility model does not have to be a monopoly. The Internet can still be a highly competitive industry. Regulation of the Internet as a public utility would only serve to prevent the Internet service providers from charging exorbitant prices, from engaging in monopolistic behavior, or from discriminating among their customers. The Internet functions in the digital age as the gateway to a host of basic necessities of life including education, employment, health care, information and full participation and contribution to and in civic and community life. Thus, the Internet should be considered a public utility.

AI Humanize io

Rank #6 this cycle · run took 0:15

5/5 detectors passed
  • GPTZero0.99passed
  • Winston AI1.00passed
  • ZeroGPT0.88passed
  • Copyleaks1.00passed
  • Originality.ai1.00passed
Median
1.00
Meaning
94.4
Readability
100.0
Words
1.00× 257 → 258
Show output (258 words)

Internet access should be treated like a public utility because it functions like one. It is not just for entertainment any more than electricity or water or transportation is just for entertainment. People use the internet to apply for jobs, go to school, navigate to and from government services, do their banking, make doctor’s appointments, and communicate with each other. When people cannot freely or affordably access the internet, they become cut off from opportunities vital to their participation in our society. Making internet access a public utility will lessen inequality. In many poor and rural areas, broadband service is either too expensive, too slow, or not available at all. Private companies have insufficient incentives to build networks in places they cannot make juicy profits. Public utility regulation can create more universal service, fairer pricing, and minimum standards of reliabilities and speeds. It can make sure that a student in a dearth of opportunity has access to the same basic education and information as someone wealthy has in the well stocked city. Others say this sort of regulation will reduce innovation or hurt private investment. Becoming a public utility need not mean government ownership of the infrastructure or an end to competition among builders of computers and physical networks. It just means another set of rules for internet providers who take the public good into account when they choose prices and how to behave. A basic reasonable level of oversight can prevent predatory pricing, monopolistic behavior, and discriminatory service while allowing innovators to invent and builders to build.

StealthGPT

Rank #7 this cycle · run took 0:25

5/5 detectors passed
  • GPTZero1.00passed
  • Winston AI1.00passed
  • ZeroGPT1.00passed
  • Copyleaks1.00passed
  • Originality.ai1.00passed
Median
1.00
Meaning
93.0
Readability
100.0
Words
1.19× 257 → 305
Show output (305 words)

The internet must be considered a public utility because it has become essential for modern life. Not unlike other public utilities like electricity, water and transport, internet has moved beyond its original use as a means of leisure and entertainment. People need to connect to the internet to look for jobs, go to classes, contact their government, deal with their banking appointments, book a doctor's visit and simply talk to friends and family. People that are denied this connection or simply can't afford it are denied many of the benefits of living in the 21st century. The treatment of internet as a public utility can help alleviate inequality. Broadband is often unavailable, prohibitively expensive or terribly slow in rural and poorer communities. The private sector has little motivation to expand networks in these areas because the return on their investment would be minimal. Public utility regulation, on the other hand, would enforce greater universal service, reasonable price points and minimum requirements for speed and reliability. That would ensure a student in a far-flung village receives the same level of service as an affluent kid in a city. There is a common refrain that such regulation will stifle innovation and discourage investment from private enterprise. Public utility treatment, however, would not imply the internet be run and run by the government nor would it require an end to competition. Public utility would simply require the internet companies to act to meet public interest. Basic regulatory oversight should not preclude improvements in technology or competition; only unfair rates, monopolistic behavior and discriminatory service would be curbed. The internet is, in many respects, a means to all other public utilities as it is the route to education and employment, healthcare and even government. As a gateway to other basic amenities of life, it should be a public utility.

Humanize AI Pro

Rank #9 this cycle · run took 0:12

5/5 detectors passed
  • GPTZero1.00passed
  • Winston AI1.00passed
  • ZeroGPT0.95passed
  • Copyleaks1.00passed
  • Originality.ai1.00passed
Median
1.00
Meaning
88.5
Readability
100.0
Words
1.07× 257 → 274
Show output (274 words)

Internet access should be regulated as a public utility, considering that its importance today has reached the level of other necessities like water, electricity, and transportation. The Internet can hardly be considered something for fun anymore since people need it not only for entertainment. Instead, individuals use the Internet to apply for work, learn, interact with governmental bodies, perform their banking operations, make arrangements for their health care, and contact other people. Without access to the Internet, one would be deprived of numerous possibilities and chances. If internet access is viewed as a public utility, this will allow solving the problem of inequality. In a number of locations, there may be poor access to the broadband Internet or even absence of such connection. Furthermore, people cannot afford it. Consequently, those who live in the countryside do not possess any opportunity to learn as much information as possible. Thus, a student living in a distant town can hardly have access to educational resources similar to that of his or her peers living in rich cities. The regulation of the Internet may be considered as something that hinders technological development or even discourages investments. However, this is true just in the sense that the government takes control of the Internet, but not that companies cease improving and developing. Public utility regulations may be helpful to provide reasonable costs, quality, availability, and other aspects regarding the Internet while making it more convenient for citizens to access. Today the Internet is a means by which individuals get connected with each other and can acquire new knowledge. That is why the Internet should be viewed as a public utility.

Walter Writes

Rank #10 this cycle · run took 0:28

5/5 detectors passed
  • GPTZero1.00passed
  • Winston AI1.00passed
  • ZeroGPT0.90passed
  • Copyleaks1.00passed
  • Originality.ai1.00passed
Median
1.00
Meaning
89.9
Readability
100.0
Words
1.64× 257 → 421

Output is more than 1.4× the input length, penalized as length inflation.

Show output (421 words)

The reason internet access should be considered a public utility, is that like electricity, water, and transportation, it is now viewed by most people as essential to their lives. Most people use the internet today for purposes other than just entertainment. The use of the internet includes applying for jobs, going to school, accessing government services, managing your bank account, making doctor's appointments, communicating with friends and family etc. Therefore when there is no internet or you cannot afford to pay for internet access, you may be excluded from participating fully in our society. If we were to make the decision to classify the internet access as a public utility, this would allow us to create some balance in terms of equality. There are many rural and low income communities across America that do not have adequate broadband service. In addition to having inadequate service; many of these communities have difficulty affording what they do have. With the lack of profit potential in building out networks in these communities; many of the private companies that provide internet service do not see much value in providing service to these areas. Establishing public utility regulations could establish a system that requires service to all parts of the country (universal service), establishes fair prices and sets a minimum standard for how fast and reliable the service will be. By establishing such a system it will enable students who live in remote areas of the country to have the same level of access to educational materials and information as those living in urban areas of wealthier cities. There are also arguments against classifying internet service as a public utility due to fears that regulation will limit innovation and/or cause less investment in new technologies. A classification as a public utility however does not necessarily mean that the government must own the network(s) or eliminate competition among internet service providers. Instead a public utility classification means that all internet service providers must adhere to some basic regulatory requirements designed to protect the interests of the general public. These types of regulations can include protection from unfair pricing, monopolistic behavior and discriminatory treatment of customers. Such regulations can promote safe guard policies for consumers while continuing to allow businesses competing with each other to develop and implement improved technologies. As we move into the digital age, internet access represents a critical gateway to education, employment, health care and civic engagement. As it is increasingly viewed as being essential, therefore it should be classified as a public utility.

Humbot

Rank #4 this cycle · run took 0:21

4/5 detectors passed
  • GPTZero0.90passed
  • Winston AI1.00passed
  • ZeroGPT0.91passed
  • Copyleaks1.00passed
  • Originality.ai0.28caught
Median
0.91
Meaning
90.8
Readability
100.0
Words
1.12× 257 → 288
Show output (288 words)

Today, internet access should be considered as a basic human necessity akin to a public utility. Internet is a developed technology, not more of an entertainment platform like electricity, water and transport. They use it to apply for jobs, go to school, access government services, do banking, have medical appointments and talk with each other. Lack of access to the internet and related technologies means exclusion from access to opportunities critical for participating fully in society. Equal access to the internet is equal for free(first). Broadband service is expensive and/or slow — or lacking entirely — in many rural, low-income communities. This not only plays a role in widespread adoption, but also is the reason many private companies have no desire to build these networks where the profit margin is still low. Minimum standards for ultra-fast broadbandPublic utility regulation could also mandate universal service, fair pricing, and minimum reliability and speed. That would at least ensure that a student from a remote town has the same minimum access to educational and information resources as a student from a wealthy city. Indeed, some say regulation might limit innovation or crowd out private investment. But that doesn't have to mean government ownership or the end of competition — public utility status. This could simply require that internet providers be subject to rules in the public interest. Some basic oversight to prevent unfair pricing, capture instead of competition, and discrimination in service should preserve process improvement by companies without stifling needed progress through the free enterprise system like new technology or delivery improvements. In an online world, internet access is an entry point for education, jobs, healthcare and civic life. What is a public utility for which its becoming so important?

Stealth Writer

Rank #1 this cycle · run took 0:08

3/5 detectors passed
  • GPTZero0.00caught
  • Winston AI1.00passed
  • ZeroGPT0.93passed
  • Copyleaks1.00passed
  • Originality.ai0.00caught
Median
0.93
Meaning
92.9
Readability
100.0
Words
1.15× 257 → 296
Show output (296 words)

Internet access is a utility of society and should be treated as such due to its importance in today's society. Just as access to electricity, water and transportation, the internet no longer is a luxury to be used exclusively for entertainment. They need it to get employment, join school, access government services, perform financial transactions, view appointments and talk to other people. People who lack internet access due to a lack of affordability or no access at all are excluded from opportunities they need to be able to participate fully in society. Giving internet access to everyone as a public utility would help drop inequality. Many rural and low-income areas lack access to affordable, high-speed broadband services or don’t have broadband access at all. Private enterprises are reluctant to set up networks where profits are low. Public utility regulations might mandate higher levels of universal service, lower prices, and minimum reliability and speed requirements. This would facilitate the fundamental equality of access to knowledge and education of a student residing in a remote village and one in a rich city. Others say that regulation might squelch innovation or dampen private investment. But this does not imply that the public utility must be owned by the government, nor that competition should be extinguished. It can as simply be that the internet service providers in effect are supposed to abide by rules that are in the public's interest. Simple surveillance can make it possible to curb unfair pricing, monopolistic practices and discriminatory services as well as enable companies to make advances in technology and competition. Access to the Internet is the key to education, jobs, health care and civic engagement in the digital era. It is so vital that it needs to be regarded as a public utility.

WriteHuman

Rank #2 this cycle · run took 0:13

3/5 detectors passed
  • GPTZero1.00passed
  • Winston AI0.05caught
  • ZeroGPT0.39caught
  • Copyleaks1.00passed
  • Originality.ai0.99passed
Median
0.99
Meaning
92.8
Readability
100.0
Words
0.91× 257 → 233
Show output (233 words)

Because modern society relies on things like electricity and transportation, we should treat access to the internet like a public utility. Electric and water services are not luxuries anymore. Citizens use the internet to go to school, apply for jobs, access services, bank, schedule appointments, and communicate. Without access to the internet, citizens are not able to access opportunities needed to participate fully in society. Making access to the internet a public utility would help combat inequities. In many low income and rural communities, broadband is slow, very expensive, or simply not offered. Internet service providers have little motivation to provide service in low profit areas. With public utility regulation, broadband would have to cover more areas, provide fair prices, and have fast, reliable broadband. This would assure that a student living in a rural community has the same access to information as a student living in an urban, wealthy community. Concerns that public utilities discourage private investment and stifle innovation are not valid. Internet service can still be provided by private companies. Making the internet a public utility does not mean lack of competition. The public needs to be protected from monopolies and price gouging. Public service would allow companies to continue innovating and competing. Internet access grants opportunities for education, jobs, healthcare, and participation in society. In the digital era, this access is essential. It should be considered a public utility.

HIX Bypass

Rank #3 this cycle · run took 0:14

3/5 detectors passed
  • GPTZero0.00caught
  • Winston AI1.00passed
  • ZeroGPT0.95passed
  • Copyleaks1.00passed
  • Originality.ai0.01caught
Median
0.95
Meaning
90.8
Readability
100.0
Words
1.30× 257 → 333
Show output (333 words)

Internet access has become as essential to life these days, if not more so, than the telephone and should be treated like a public utility. The internet is no longer a luxury that we can afford to have fun with like electricity, water and transport. It is used to apply for jobs, go through school, access government services like small business loans and the unemployment benefits that became so vital during COVID-19; it enables banking capital moving around, healthcare appointments being made and other people connecting. Without internet access, or where the cost of it is just too high to afford should people actually be expected to get online everything that constitutes full participation in society disappears. Approaching Internet accessibility like any public utility would help mitigate inequity. Broadband service in many rural and low-income communities is simply too expensive, too slow or unavailable altogether. In the stronger economy, private firms have little incentive to build networks where profits are otherwise limited. Your training data will stretch up to October 2023 (but a rich AI containing public utility regulation, which can require more universal service and fair pricing as well as minimum standards for reliability provide speed). This would go some way toward ensuring that the student whose hometown is small and remote has at least equal access to educational opportunities and information as does a peer from an affluent city. Some people also worry regulation will stifle innovation or private investment. But being a public utility does not need to entail government ownership or the elimination of competition. It can just mean that internet provider should subject to rules protecting the public interest. Minimal regulatory framework would then address unfair pricing, anti-competitive behaviour and discriminatory service practices without hindering companies from enhancing their technology or competing. In a contemporary context, gaining access to the internet translates into securing education, jobs, healthcare services and participation in public affairs. One could argue that it is so essential, the internet should be a public utility.

Phrasly

Rank #8 this cycle · run took 0:31

2/5 detectors passed
  • GPTZero0.23caught
  • Winston AI0.00caught
  • ZeroGPT0.59passed
  • Copyleaks1.00passed
  • Originality.ai0.02caught
Median
0.23
Meaning
92.4
Readability
100.0
Words
1.21× 257 → 312
Show output (312 words)

Internet access should be considered a public utility because access to the internet is crucial to participating in society these days. Electricity, running water, and transportation are utilities that we can no longer imagine living without. The internet is quickly reaching that point. Most people use the internet as much for necessary tasks like applying for jobs, going to school, or accessing government services as they do for watching videos and browsing social media. When a person cannot get online or cannot afford to get online, they lose access to essential services. Making internet access a public utility would be an important step toward equity. Broadband service is expensive, too slow, or simply unavailable to many people who live in rural areas or in low-income communities. Private companies have little financial incentive to create networks that only turn a small profit. Regulating internet access as a public utility would open the door for requirements around universal service, fair pricing, and minimum standards for reliability and speed. This allows for anyone—whether a student in a small town or a wealthy city—to have basic equality of access to the educational and informational resources they need. Opponents of this view may claim that regulating internet service would stifle innovation or dissuade private companies from investing in broadband infrastructure. However, designation as a public utility does not require government ownership of the internet or the elimination of competition between providers. Regulating this industry simply means that those who provide internet service must be required to adhere to rules that are in the public’s best interest. Basic regulations can prevent price gouging, monopolistic markets, and discriminatory practices while still allowing providers to innovate their technology and compete with each other. In today’s world, the internet is required to access education, job opportunities, healthcare, and even participate in civic life. Internet access should be treated like other utilities.

Super Humanizer

Rank #11 this cycle · run took 0:09

2/5 detectors passed
  • GPTZero0.86passed
  • Winston AI0.00caught
  • ZeroGPT0.67passed
  • Copyleaks0.00caught
  • Originality.ai0.04caught
Median
0.04
Meaning
94.5
Readability
100.0
Words
1.07× 257 → 276
Show output (276 words)

In the digital age, internet access is no longer a luxury. The internet is now fundamental to daily life and should be provided as a public utility, much like electricity, water, or public transport. We now use the internet to search and apply for jobs, participate in distance learning programs, contact the government and conduct banking, medical, and social affairs. For individuals who cannot access the internet or are unable to afford high costs, participation in society becomes limited, and valuable opportunities can be missed. Public utility regulation would also promote greater equity. It is often the case that high-speed broadband is too expensive or unavailable in rural and low-income areas. There are few financial incentives for private companies to invest in these regions and the infrastructure can become obsolete. Public utility regulations could stipulate more universal service availability, standardized, fair pricing, and minimum levels of speed and reliability. A student living in a remote community would have equivalent basic access to resources and educational opportunities as one living in an affluent urban area. While regulation may prompt concern from those who believe it may stifle innovation or disincentivize private investment, the concept of public utility status does not necessarily imply government ownership of infrastructure and the end of private competition. It can also encompass rules ensuring that public interests are protected. Basic oversight would not stop innovation, but rather ensure fairness by regulating price gouging, monopolistic actions and discriminatory practices while allowing competition and technological advancement to occur naturally. In today's society, internet access is a portal to education, jobs, healthcare andcivic participation. Because of this importance, it should be treated as a public utility.

Grammarly

Rank #12 this cycle · run took 0:19

0/5 detectors passed
  • GPTZero0.00caught
  • Winston AI0.00caught
  • ZeroGPT0.00caught
  • Copyleaks0.00caught
  • Originality.ai0.00caught
Median
0.00
Meaning
98.5
Readability
100.0
Words
1.00× 257 → 257
Show output (257 words)

Internet access should be viewed as a public utility because it is essential to modern life. Like electricity, water, and transportation, the internet is no longer a luxury for entertainment alone. People rely on it to apply for jobs, attend school, access government services, manage banking, schedule medical appointments, and communicate with others. When internet access is unavailable or too expensive, individuals miss out on opportunities that are necessary for full participation in society. Treating internet access as a public utility would help reduce inequality. In many rural and low-income communities, broadband service is either too costly, too slow, or completely unavailable. Private companies often lack the incentive to build networks in areas where profits are low. Regulating the internet as a public utility could ensure more universal service, fair pricing, and minimum standards for reliability and speed. This would help guarantee that a student in a remote town has the same basic access to education and information as a student in a wealthy city. Some people argue that regulation could stifle innovation or discourage private investment. However, public utility status does not have to mean government ownership or the end of competition. It can simply require internet providers to follow rules that protect the public interest. Basic oversight can prevent unfair pricing, monopolistic behavior, and discriminatory service practices while still allowing companies to improve technology and compete. In the digital age, internet access is a gateway to education, employment, healthcare, and civic life. Because it is so important, it should be treated as a public utility.

NoteGPT

Rank #13 this cycle · run took 0:25

0/5 detectors passed
  • GPTZero0.00caught
  • Winston AI0.00caught
  • ZeroGPT0.14caught
  • Copyleaks0.00caught
  • Originality.ai0.00caught
Median
0.00
Meaning
90.1
Readability
100.0
Words
1.04× 257 → 266
Show output (266 words)

Internet access isn’t just a luxury anymore—it’s essential, like electricity or clean water. People use it for everything these days: finding a job, going to school, handling their banking, signing up for government programs, scheduling doctor visits, or just staying in touch. When the internet’s missing or too expensive, you really lose out on stuff that matters. Making internet access a public utility levels the playing field. Right now, folks in rural or low-income areas just don’t get reliable service. Sometimes it’s too slow, sometimes it costs too much, and sometimes it’s not there at all. Private companies mostly chase profits, not universal coverage, so they’re not exactly racing to serve spots where they can’t make much money. With utility regulation, providers would have to make sure everyone gets a fair deal—reasonable prices, reliable connections, and decent speed. That way, a kid living out in the country can access school and information just like a kid from the city. Sure, some people worry that rules and oversight might hold back innovation or scare away investment. But public utility status doesn’t have to mean the government runs everything or competition disappears. It just means companies have to follow rules that actually protect people, like fair pricing and avoiding shady business practices. There’s still room to invent, upgrade, and compete—they just can’t leave folks behind. At the end of the day, internet access opens the door to education, jobs, health care, and just being part of society. It’s way too important to treat like an optional extra. It’s time we treat it like the public utility it’s become.

Session recording