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The September 2026 results are in: WriteHuman holds #1, and newcomer SupWriter debuts at #5.Read the full analysis →
HumanizerBench

← June 2026 prompts

Discussion Post · Gemini 3.5 Flash

Discussion Board · written by Gemini 3.5 Flash · 242 words · prompt discussion_post

10
passed at least 4 detectors
7
failed at least one detector
13
tools tested on this prompt
GPTZero
hardest detector, caught 5 of 13

Input passage

Generated by Gemini 3.5 Flash; this exact text was pasted into every humanizer below.

Internet access should be officially classified and regulated as a public utility. In the modern era, the internet is no longer a luxury; it is an essential foundation of society, comparable to water, electricity, and telephony. Without reliable, high-speed internet, participation in contemporary life is nearly impossible. Education relies on online portals, healthcare is increasingly delivered via telemedicine, and the modern job market demands online applications and remote collaboration. To deny or limit access to the internet is to effectively disenfranchise a citizen from the modern economy. Treating the internet as a public utility would address two of the market’s greatest current failures: inequitable access and monopolistic pricing. Currently, private Internet Service Providers (ISPs) prioritize high-income, densely populated urban areas, leaving rural and marginalized communities in "digital deserts." Under a public utility framework, the government could mandate universal service, ensuring that every household has access to broadband regardless of geographic location or socioeconomic status. Furthermore, utility regulation would enforce strict net neutrality rules, preventing ISPs from throttling speeds, blocking content, or creating paid "fast lanes" that favor massive corporations over small businesses and consumers. Just as electric companies cannot dictate how we use our appliances, ISPs should not control how we consume information. By treating the internet as a public utility, we recognize that connectivity is a fundamental right. It is time to shift our perspective from viewing the internet as a commercial product to protecting it as a vital public good.

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.

Stealth Writer

Rank #1 this cycle · run took 0:13

5/5 detectors passed
  • GPTZero1.00passed
  • Winston AI1.00passed
  • ZeroGPT1.00passed
  • Copyleaks1.00passed
  • Originality.ai0.69passed
Median
1.00
Meaning
91.5
Readability
100.0
Words
1.18× 242 → 285
Show output (285 words)

Internet access should be legally declared and regulated as a public utility. Internet access no longer is a luxury in today's world, but has become a fundamental pillar of society along with other basic utilities like water and electricity and telephony. Without a good fast internet access, it is almost impossible to engage in modern life. Everything from online education portals to healthcare services available through telemedicine, to searching and applying for online jobs requires using a web-based interface. Restriction of Internet access is an indirect way of depriving a citizen of the use of the modern economy. If considered as a public utility the internet would solve two big problems in the market right now – unequal access and monopolistic pricing. However, private Internet Service Providers (ISPs) are currently more focused on high-income, high-density urban centers, create what is referred to as "digital deserts" for rural and marginalized communities. A public utility approach would allow the government to impose universal service, leaving no one behind in terms of geographic location or socio-economic status. Additionally, regulation would ensure that ISPs continued to offer net neutrality, so they could not slow down speeds, block content, or offer paid “fast lanes” for the big companies and slow lanes for the little guys, or consumers. We have the right to choose what to do with our appliances the same way as an electric company doesn't tell us how to use our electricity, ISPs should not be controlling what information we consume. We understand that Internet access is a basic right if it is provided as a public service. There's a need to rethink the approach to the web from a commercial product, to become a protectable public good.

WriteHuman

Rank #2 this cycle · run took 0:16

5/5 detectors passed
  • GPTZero1.00passed
  • Winston AI1.00passed
  • ZeroGPT0.93passed
  • Copyleaks1.00passed
  • Originality.ai0.96passed
Median
1.00
Meaning
88.3
Readability
100.0
Words
0.76× 242 → 183
Show output (183 words)

The Internet must be accessible to all. Just like water and electricity, the Internet is a public necessity now. Schools, hospitals, and companies all rely on the Internet. Denying the Internet, is denying modern healthcare and education. It is essentially creating a barrier to participation in the economy. Currently, a huge problem in the market is Internet Services Providers monopolize large profit areas and purposefully leave economically disadvantaged areas without access to the Internet. This is the state of the Internet now: 'digital deserts' for the poor and reliable Internet for those who can afford it. Making the Internet a public utility is a solution for both monopolization of the Internet and the inequitable distribution. Utility regulation would uphold net neutrality and ensure providers can’t impede service or charge businesses for better access. Just like we can't control how people use the electricity our companies provide, we also can't control how people use the Internet. Offering the Internet as a public utility is the acknowledgment of the necessity of access to information. This is an acknowledgment that being connected is a modern right.

Undetectable.ai

Rank #5 this cycle · run took 0:15

5/5 detectors passed
  • GPTZero1.00passed
  • Winston AI1.00passed
  • ZeroGPT1.00passed
  • Copyleaks1.00passed
  • Originality.ai0.99passed
Median
1.00
Meaning
91.9
Readability
100.0
Words
1.46× 242 → 354

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

Show output (354 words)

The internet should be classified as and regulated as a public utility. In our information-based society the internet is no longer a luxury but a fundamental service similar to water, electricity or telephone service. The internet is an essential service to modern life, it is used in many ways such as in education, in healthcare, in business, and more. A person without high-speed internet a person is denied many opportunities to participate in the modern economy and be as productive as possible. First, as a public utility under government regulation, the internet would mend two flaws in the market today with regards to the current private Internet Service Providers (ISPs) today: unequal access and price gouging. Right now, high-income urban areas are hooked up with top-notch high-speed internet before low-income families and individuals in both urban and rural areas are even able to get basic service in their homes. But by mandating the internet as a public utility for universal service, as is already the case with telephone service, all households would have high-speed broadband connections whether or not they are in rural areas or low-income. Net neutrality rules would be much easier to enforce when the internet is a public utility. Currently, Internet Service Providers can manage your use of the internet however they choose to. They can slow down specific services, block access to your personal information, block access to particular websites and services, and charge consumers and small businesses extra for access to “fast lanes” while giving large corporations access to high speeds at little to no additional charge. As with electricity and phone service, once the internet is a public utility, consumers will have no control over how they use their service, and consumers will be charged a fixed rate for the service, regardless of how much they use it. Treating the internet as a public utility will recognize the critical right of connectivity for all people. Today the internet is viewed primarily as a product that is sold in the market for which people pay in order to have access to it. This vital public good should be protected.

AI Humanize io

Rank #6 this cycle · run took 0:14

5/5 detectors passed
  • GPTZero0.97passed
  • Winston AI0.90passed
  • ZeroGPT0.81passed
  • Copyleaks1.00passed
  • Originality.ai1.00passed
Median
0.97
Meaning
92.7
Readability
100.0
Words
1.04× 242 → 252
Show output (252 words)

Internet access deserves to be identified and regulated as a public utility. The internet is no longer a luxury, it’s an essential like water, electricity and telephony. In order to fully participate in modern life, internet users must have reliable, high-quality broadband and nothing short of that. Our schools rely on online portals, our healthcare is increasingly delivered via telemedicine, and nearly every job application requires some kind of online systems and may require working from home with remote access and collaboration. Denying or cutting off access is akin to removing a citizen from modern civic life and work. Treating the internet as a public utility will help fix two of the most egregious failures in the current privatized marketplace: unequal access and price gouging. Private ISPs pick and choose which neighborhoods to service based on income levels, focusing on urban, densely-populated populations, while “digital deserts” manifest in poor areas and rural frontiers. By declaring broadband a public utility, the government could impose a universal service mandate, forcing broadband access for every household, regardless of geography and income levels. Further, utility regulation will impose strict net neutrality protections, preventing ISPs from throttling service, refusing to provide access to sites, or even forcing sites to pay for tiered, fast lanes that will only serve large corporations and further crush small businesses and consumers. Much as the power company doesn’t dictate how we use our televisions and refrigerators, ISPs should shoulder the same responsibility about which sites we visit and what information we consume.

StealthGPT

Rank #7 this cycle · run took 0:24

5/5 detectors passed
  • GPTZero0.99passed
  • Winston AI1.00passed
  • ZeroGPT1.00passed
  • Copyleaks1.00passed
  • Originality.ai0.99passed
Median
1.00
Meaning
92.0
Readability
100.0
Words
1.23× 242 → 297
Show output (297 words)

The internet ought to be officially designated and regulated as a public utility, on par with water, electricity and the telephone. The internet is not a modern convenience; the internet is the modern world. Without internet, it’s hard to be part of the modern world. We go online to pay bills, to go to school, to go to the doctor, to get a job or to get promoted, or even to just get information. You can’t even fill out an online application without high-speed internet. The internet is an essential part of the modern world. By regulating the internet like a utility, we’ll address the major shortcomings currently afflicting the internet: unfair access and monopolistic pricing. For now, Internet service providers are only servicing the most affluent, heavily populated, urban areas. A utility will give the government the power to require that internet service providers offer broadband to rural and disadvantaged areas. The utility would guarantee a universal minimum service for broadband and it would protect us, consumers, from being overcharged. Like the electric company has a set of rules for what it does, Internet service providers would be regulated for net neutrality. Internet service providers would not be able to slow down the connection speeds or block certain websites or give preferential treatment to their biggest customers. In the same way an electric company cannot restrict the use of electricity, an internet service provider should not be allowed to restrict internet use. By making the internet into a public utility we will recognize that the internet is essential and that it is a fundamental right. The way we look at the internet today is all wrong. The internet should not be treated like a commodity. The internet should be treated like a resource for the public.

Humanize AI Pro

Rank #9 this cycle · run took 0:11

5/5 detectors passed
  • GPTZero1.00passed
  • Winston AI1.00passed
  • ZeroGPT1.00passed
  • Copyleaks1.00passed
  • Originality.ai0.96passed
Median
1.00
Meaning
89.4
Readability
100.0
Words
0.98× 242 → 238
Show output (238 words)

The Internet needs to be recognized as a public utility in order to be regulated accordingly. In today's world, the Internet is far from being a luxury. It is a necessary tool without which it is almost impossible to function within society. Education takes place using online portals; healthcare is being provided through telemedicine; and employment applications require Internet access. Thus, denying or restricting a person's access to the Internet is the same thing as dispossessing him or her of rights within the modern economy. By classifying the Internet as a public utility, we can solve two problems that are inherent in its functioning in the market. First, we will provide all citizens with equal access to the resource. At the moment, the distribution of Internet services among various territories is unequal, and Internet providers give priority to high-income densely populated urban areas, neglecting residents of rural areas or marginalizing other populations in terms of Internet access. If we classify the Internet as a public utility, it will be easier for the state to control its distribution and provide universal access. Second, utility regulations will allow us to ensure fair pricing and establish strict net neutrality standards in order to avoid monopolization of the market. Private Internet providers often restrict speeds, block content, or offer paid fast lanes. We will never see such practices in relation to electric companies. The Internet also must be free of corporate restrictions.

Humbot

Rank #4 this cycle · run took 0:19

4/5 detectors passed
  • GPTZero0.00caught
  • Winston AI0.98passed
  • ZeroGPT0.86passed
  • Copyleaks1.00passed
  • Originality.ai0.99passed
Median
0.98
Meaning
94.1
Readability
100.0
Words
1.19× 242 → 288
Show output (288 words)

Internet access needs to be regulated formally as a public utility Today the internet is not a luxury but one of the basic building blocks of society, like water or electricity or telephony. In the current reality, it is nearly impossible to take part in life without access to affordable, high-speed internet. We rely on online portals for education, telemedicine for healthcare needs, and the modern job market increasingly requires an online application process and working from home with colleagues. Denial or restriction to internet access is actually a disenfranchisement of the citizen from the current economy. Approaching the internet as a public utility could fix two of the more grotesque market failures we have today: inadequate access and exorbitant pricing. This private ISPs currently deliver service preferentially to wealthier and more densely populated urban centers at the expense of rural and less commercially attractive populations in what have been termed as `digital deserts'. A public utility would allow the government to force universal service: households in all geographical areas, with all socio economic statuses would have access to broadband of a specified minimum speed. Additionally, utility regulation will guarantee and hold ISPs accountable to strict net neutrality principles by prohibiting throttling of speeds, blocking of content or creation of paid "fast lanes," favoring huge corporations instead of small businesses and consumers. And in the same way that electric companies cannot dictate how we use our appliances, so too should ISPs not be able to control how we consume information. When we treat the internet like a public utility, we acknowledge that connection is a human right. Now is the moment to stop treating the internet as a commercial product and start defending it as critical public infrastructure.

Phrasly

Rank #8 this cycle · run took 0:16

4/5 detectors passed
  • GPTZero1.00passed
  • Winston AI0.30caught
  • ZeroGPT0.72passed
  • Copyleaks1.00passed
  • Originality.ai1.00passed
Median
1.00
Meaning
90.7
Readability
100.0
Words
0.90× 242 → 219
Show output (219 words)

The internet should be legally defined and treated as a public utility. The internet has become an integral part of our lives; it’s as necessary as water, electricity, and phone service. Without reliable internet access, you cannot meaningfully participate in society. Students need internet portals to learn, patients need telehealth options, and people need to apply to jobs and work remotely online. If you do not have access to the internet, you do not have equal access to be a part of society. Defining internet access as a utility will fix two major issues with the privatized market: access and price gouging. Providers will not build out to low-income, rural areas because there is not enough monetary incentive, so they are currently “information deserts.” If internet was a public utility, the government could require providers to ensure universal service. In addition to service requirements, public utilities are regulated, which would instill net neutrality legislation that prevent providers from throttling internet speeds, or blocking content. ISPs would not be allowed to create “fast lanes” for certain websites and corporations. We should not have to pay more to stream our favorite show, just as we do not pay our electric company more to turn on a light bulb. It’s time we start treating internet access as a right, not a privilege.

Walter Writes

Rank #10 this cycle · run took 0:27

4/5 detectors passed
  • GPTZero1.00passed
  • Winston AI0.00caught
  • ZeroGPT0.61passed
  • Copyleaks1.00passed
  • Originality.ai0.99passed
Median
0.99
Meaning
93.8
Readability
100.0
Words
1.08× 242 → 261
Show output (261 words)

The Internet should be recognized and regulated by law as a Public Utility. In today's world, the Internet is no longer considered a Luxury but rather an Essential Component of Society, much like Water, Electricity and Telecommunications. Without Reliable, High-Speed Internet Access to participate in Contemporary Life is virtually impossible. On-line educational tools are necessary for many schools and universities. A growing number of Medical Services and Healthcare providers rely upon Telemedicine and the Modern Job Market demands On-Line Applications and Remote Collaboration. Therefore, Denying or Limiting Internet Access constitutes an effective Disenfranchisement of Citizens from participating in the Modern Economy. Regulating the Internet as a Public Utility will help address Two of the Current Failures of the Market: Unequal Internet Access and Monopolistic Pricing. Currently, Private Internet Service Providers (ISPs), such as Comcast, AT&T, Verizon etc., give priority to Highly Populated Urban Areas with High-Income Residents thereby leaving Rural and Marginalized Communities in what have become known as "Digital Deserts". Under this Framework, Governments can Mandate Universal Service, thus ensuring that Every Household Has Broadband Access regardless of Geographic Location or Socioeconomic Status. Additionally, Utility Regulation will require Net Neutrality Rules, which prevent ISPs from Throttling Speeds, Blocking Content, Creating Paid "Fast Lanes" that Favor Large Corporations over Small Businesses and Consumers. Just as Electric Companies Cannot Dictate How We Use Our Appliances, ISPs Should Not Control How We Consume Information. Recognizing Connectivity as a Fundamental Right and Shifting our Perspective from viewing the Internet as a Commercial Product to Protecting it as a Vital Public Good is long overdue.

Super Humanizer

Rank #11 this cycle · run took 0:09

4/5 detectors passed
  • GPTZero0.27caught
  • Winston AI1.00passed
  • ZeroGPT1.00passed
  • Copyleaks1.00passed
  • Originality.ai0.99passed
Median
1.00
Meaning
91.8
Readability
100.0
Words
1.21× 242 → 292
Show output (292 words)

It is time that Internet access be recognized by the government and treated like a public utility. Today, the Internet is not a luxury, it is a vital element that underpins many of today's services such as water, electricity, and telephony. Without dependable high-speed internet, it is almost impossible to function in modern day. Education depends on web-portals, medical appointments on telemedicine and modern work often requires online applications or a virtual meeting. By excluding someone from using the Internet, a citizen is actually being excluded from the modern-day economy. Making the internet a public utility would solve two of today's most detrimental problems with our market: equal access and monopolistic costs. ISP companies have only serviced high income and high density neighborhoods in urban cities, leaving rural and poor citizens as digital deserts. Public utility status would compel universal service for every home regardless of economic standing or location. Regulation would also enforce net neutrality. In an ISP's current state of free market choice they would charge a flat rate for Internet service, however now that they offer these essential services, they can choose to slow down and even block internet service in favor of bigger companies that can pay to run their services on faster lanes. Just as we expect to be able to plug any appliance we buy into an electrical outlet without an electricity company demanding to be paid more, consumers should not expect an ISP to slow down content they choose to access, and will not be charged more for such an action. By calling the Internet a public utility, it is acknowledging that it is a right, and the time is long over for the Internet to be considered anything other than an indispensable public commodity.

HIX Bypass

Rank #3 this cycle · run took 0:17

3/5 detectors passed
  • GPTZero0.17caught
  • Winston AI1.00passed
  • ZeroGPT1.00passed
  • Copyleaks1.00passed
  • Originality.ai0.04caught
Median
1.00
Meaning
93.0
Readability
100.0
Words
1.26× 242 → 306
Show output (306 words)

Internet connectivity must be legally classified and regulated as a utility. Today, the internet is no longer a privilege but one of the fundamental building blocks of society as essential to it as water, electricity and telephony. In contemporary life, without a good and fast internet service you just cannot participate in many activities. Everything from education to healthcare is being delivered on online portals, telemedicine boasts a powerful pitch for efficiency and convenience; the modern job market requires that applicants use an electronic application process with little opportunity for personal interaction or discussion of qualifications. Denial, or even limitation of access to the Internet amounts to disenfranchising a citizen in his ability to partake and compete on an equal footing with fellow citizens/global participants within the current economy. Regulating the internet as if it were a public utility would end two of its worst abuses: lack of access and excessive market power. As it is now, private ISPs focus on high-income areas with dense populations while leaving rural and marginalized communities in what some have referred to as "digital deserts." And under a public utility structure, the government could require universal service — making broadband available to all American homes regardless of where they are or whether they can afford it. Additionally, utility regulation would mandate net neutrality requirements that prohibit ISPs from throttling speeds or blocking content and prevent the establishment of paid "fast lanes" to favor huge corporations at the disadvantage of small businesses and consumers. If electric companies cannot decide how we utilize our appliances, neither can ISPs tell us what/how to consume information. We Treat The Internet Like A Public Utility Because Connectivity Is An Inalienable Considering Right Now is the time, to move away from thinking of internet as a commercial service and protect it as an essential public good.

NoteGPT

Rank #13 this cycle · run took 0:24

1/5 detectors passed
  • GPTZero0.00caught
  • Winston AI0.00caught
  • ZeroGPT0.75passed
  • Copyleaks0.00caught
  • Originality.ai0.00caught
Median
0.00
Meaning
89.8
Readability
100.0
Words
1.08× 242 → 262
Show output (262 words)

Internet access really deserves to be treated like a public utility. Let’s face it—these days, internet isn’t some fancy extra, it’s as basic and necessary as water or electricity. If you don’t have high-speed internet, you’re locked out of most of modern life. Schools expect students to use online portals, doctors are doing check-ups over video calls, and you can’t even apply for most jobs without getting online. Take away the internet, and you’re basically cutting someone off from the whole economy. Making the internet a public utility would fix some huge problems—like unfair access and ridiculous prices. Right now, private ISPs just chase after wealthy city neighborhoods, while rural and poorer communities are left stuck in “digital deserts.” If the government steps in and treats the internet as a utility, they can make sure everyone gets broadband, no matter where they live or how much money they make. And it isn’t just about access—it’s about fairness, too. With proper utility regulation, ISPs can’t mess around with net neutrality. No slowing down your connection, no blocking websites, and none of that nonsense where big companies get “fast lanes” while everyone else is stuck in slow traffic. It should work like electricity: you pay your bill, and the company doesn’t tell you what you plug in. ISPs shouldn’t get to decide what you do online. Calling the internet a public utility means we admit that connectivity is a basic right. We need to stop thinking about it as just another commercial product and start treating it like the public good it really is.

Grammarly

Rank #12 this cycle · run took 0:14

0/5 detectors passed
  • GPTZero0.00caught
  • Winston AI0.00caught
  • ZeroGPT0.00caught
  • Copyleaks0.00caught
  • Originality.ai0.00caught
Median
0.00
Meaning
97.1
Readability
100.0
Words
0.98× 242 → 236
Show output (236 words)

Internet access should be officially classified and regulated as a public utility. Today, the internet is no longer a luxury; it is a necessary part of society, similar to water, electricity, and phone service. Without reliable, high-speed internet, taking part in modern life is nearly impossible. Education depends on online platforms, healthcare is increasingly provided through telemedicine, and today’s job market requires online applications and remote teamwork. Denying or limiting internet access effectively cuts off a citizen from the modern economy. Treating the internet as a public utility would solve two major issues: unequal access and high prices. Currently, private Internet Service Providers (ISPs) focus on high-income, crowded urban areas. This neglects rural and underserved communities, leaving them in "digital deserts." With a public utility approach, the government could ensure universal service, so every household has access to broadband, no matter their location or income. Additionally, utility regulation would impose strict net neutrality rules. This would stop ISPs from slowing down speeds, blocking content, or creating paid "fast lanes" that benefit big companies over small businesses and consumers. Just as electric companies cannot dictate how we use our appliances, ISPs should not control how we access information. By treating the internet as a public utility, we acknowledge that connectivity is a basic right. It is time to shift our view from seeing the internet as a commercial product to safeguarding it as an essential public resource.

Session recording