GPTZero vs QuillBot: Which AI Detector Is Most Accurate?

As AI tools become more prevalent, so does the need to detect AI-written text. Quilbot now offers lightweight and general-purpose AI detection features alongside its core products. However, there has been limited rigorous evaluation of how well its AI detector performs in practice. Our examples show inconsistent results across platforms – for instance, text that is labelled as human-written by Quilbot is often flagged as AI written by GPTZero. 

GPTZero has conducted a systematic evaluation of Quillbot’s AI detector. Our investigation reveals that it is less sensitive, has much lower accuracy and even a higher false positive rate overall than GPTZero on the benchmarks below

While detecting surface-level AI features may seem like a straightforward task, achieving state-of-the-art performance on real-world data requires addressing a range of challenges including correctly identifying traces of AI in a continuously evolving LLM landscape, identifying diverse human writing styles and measuring extent of mixed Human-AI writing and paraphrasing.

GPTZero's regular model updates ensure that we have high accuracy despite a fast-evolving LLM landscape. Additionally, we strive to be the most transparent and interpretable AI detection platform, explaining to users which text features caused a given prediction.

TL;DR

If the main goal is reliable AI detection, GPTZero is the strongest choice based on the benchmark data. Across multiple domains, there is higher accuracy, lower false positive rates, and much stronger performance on difficult categories like paraphrased AI text, mixed human-AI writing, and multilingual content.

QuillBot is a useful writing tool, but AI detection is not its main job. QuillBot is focused on paraphrasing and rewriting– and while it includes AI detection, its general-purpose detector is far less dependable in our benchmark when the text becomes more adversarial or more nuanced.

Our testing methodology and benchmark results

How we tested these tools

We evaluated GPTZero and QuillBot across a range of benchmark domains designed to reflect how AI detection works in the real world. These included:

• AI-generated content across multiple domains
• Human-written content across diverse styles
• Mixed or AI-assisted writing
• Adversarial or “humanised” AI text
• Multilingual content

We then compared performance using three key metrics: accuracy, false positive rate, and detection reliability across harder categories, such as paraphrased AI and multilingual samples.

Benchmark results

We evaluated our detector alongside Quilbot on a range of domains and frontier LLM families such as GPT-5, Gemini 3, Claude Sonnet 4.5, and Grok 4). The results show that we consistently achieve:

• Much higher accuracy across domains and languages (both english and non-english texts)
• Much more robust in detecting human-AI blended texts (mixed and AI-assisted/polished) and adversarial attacks.
• Lower FPRs on Human written content, being robust to a diverse set of writing styles.

Table 1: Quillbot’s AI detector compared with GPTZero on diverse domains. GPTZero ranks number one across domains in terms of overall FPR and AI detection accuracy. 

All of these results are being tracked in our live benchmark page which we consistently update as new models and tools are released, so that it serves as a single reliable source of truth for AI detection. We refer readers to this page for more details on how these benchmarks are prepared. 

The most obvious pattern in the data is how GPTZero performs strongly across every category, while QuillBot is much less consistent. That gap becomes especially visible in creative writing, bypassers, and multilingual data, which are the types of categories that can show the limitations of more general-purpose detectors.

The benchmark also demonstrates that GPTZero is materially better at identifying human-AI blended writing and AI-paraphrased text, which is increasingly important now that many users no longer submit 100% AI-generated drafts, but edited, polished, or humanised versions instead.

What the benchmark shows: At a Glance

1. Paper reviews and abstracts

GPTZero leads on both recall and accuracy in this category, with a much lower false positive rate than QuillBot.

2. Creative writing

This is one of the most dramatic gaps in the table: QuillBot struggles far more here, while GPTZero remains near-perfect. Creative writing often departs from formulaic structures, making it a useful stress test for detector strength.

3. Essays

Both tools improve here, but GPTZero still leads; a useful category because essays are one of the most common real-world use cases for AI detection in education.

4. Product reviews

GPTZero again separates itself, especially on accuracy and recall, suggesting it handles consumer-style and commercially shaped writing better than Quillbot’s general-purpose detector.

5. Bypassers

This is one of the most important categories: QuillBot performs poorly on adversarially modified text, while GPTZero remains much stronger.

6. Multilingual performance

GPTZero substantially outperforms Quillbot here, especially significant because multilingual detection is often where lighter detectors break down.

In the following section we demonstrate examples of documents from our benchmark domains that GPTZero correctly flags, but which Quilbot misclassifies with relatively high confidence.

What the benchmark shows: Case studies

Benchmark 1: Paper Reviews and abstracts

Fig 1: AI generated text using gpt 5 misclassified by Quilbot (a), GPTZero identifies it correctly (b).

Fig 2: Human written text incorrectly flagged as AI (high confidence) by Quilbot AI detector (a) while GPTZero correctly detects it as Human-written (b). 

Benchmark 2: Creative Writing

Fig 3: AI generated creative writing excerpt (using gpt 5) with some grammatical inaccuracies misclassified by Quilbot as Human while GPTZero flags it correctly as 100% AI generated (c). 

Benchmark 3: Essays

Fig 4: AI generated essays misclassified by Quilbot (a) as Human while GPTZero flags it correctly as 100% AI generated (b).

Benchmark 4: Product Reviews

Fig 5: AI generated product review (using claude sonnet) misclassified by Quilbot (a) as Human while GPTZero flags it correctly as 100% AI generated (b)

Benchmark 5: AI Paraphrased texts

Fig 6: AI generated and then humanized text misclassified by Quilbot (a) as Human written while GPTZero flags it correctly as 100% AI generated and flags it as AI Paraphrased text (b).

Benchmark 6: Multilingual data

Fig 7: AI generated Slovenian text (using GPT-5) misclassified by Quilbot (a) as Human written while GPTZero flags it correctly as 100% AI generated (b).

Fig 8: Human written text Vietnamese text misclassified by Quilbot (a) as AI written while GPTZero classifies it correctly as 100% Human written (b).

GPTZero vs QuillBot

While AI detection is now part of their offering, QuillBot is primarily known as a paraphrasing and rewriting tool, which helps users reword sentences, summarise content, and make writing sound smoother or more polished. Basically, AI detection isn’t necessarily QuillBot’s defining strength. 

This shows in our benchmark results, as across every category tested, GPTZero outperformed QuillBot on AI detection accuracy. The gap was especially wide in harder categories such as creative writing, product reviews, bypassed text, and multilingual samples. QuillBot can be useful for rewriting text, but it was much less reliable at identifying whether that text was AI-generated in the first place.

AI Detection Accuracy

Our benchmark results show GPTZero consistently outperforms QuillBot on AI detection accuracy across domains. While QuillBot performed reasonably in some straightforward categories, its results dropped sharply on more difficult benchmarks, including creative writing, adversarially modified text, and multilingual content.

This matters because modern AI detection needs to handle mixed documents, edited outputs, and a much wider range of styles and languages, which is where GPTZero has a definite advantage.

False Positives and Reliability

Accuracy alone is a huge part of the equation, but also, a useful detector needs to avoid falsely flagging human writing as AI-generated.

In our benchmark, GPTZero maintained a lower false positive rate overall while still achieving much stronger recall. This matters as detectors missing large amounts of AI text may look conservative, but in practice are less reliable. GPTZero is designed to perform well on both sides of the problem: detecting AI-generated content accurately while staying strong on genuinely human writing.

Use Cases

QuillBot is best suited for users who want help rewriting, paraphrasing, or summarising text. It is primarily a writing assistance tool.

GPTZero is designed for AI detection, authorship analysis, and identifying mixed or AI-assisted writing across real-world contexts. For educators, publishers, platforms, and teams that need reliable AI detection rather than general writing support, GPTZero is the stronger fit.

Paraphrasing Capabilities

This is the category where QuillBot has the most major advantage: paraphrasing is its signature feature, and it is built to help users quickly rewrite or rephrase text in different styles.

But that strength also highlights an important limitation in this comparison. A tool can be good at rewriting AI-generated text without being especially good at detecting it. Our benchmark suggests that while QuillBot is useful for transformation, it is far less dependable as an AI detector.

Grammar and Writing Assistance

QuillBot offers grammar and writing improvement features as part of its broader writing workflow. For users who want a lightweight all-in-one writing assistant, that may be appealing.

GPTZero, by contrast, is not trying to be a general writing assistant first. Its focus is on giving users a more accurate, transparent view of whether and how AI was used in a document.

Plagiarism Detection

Both tools offer plagiarism-related features, but they serve different priorities. QuillBot includes plagiarism checking as part of a broader productivity suite. GPTZero includes plagiarism checking within a platform built around verification and trust. The more important issue is whether a tool can accurately distinguish between human, AI, and mixed writing, which is where GPTZero leads.

Integrations and Extensions

QuillBot is designed to fit naturally into everyday writing workflows, especially for users who want browser-based rewriting and drafting support.

GPTZero’s integrations are more detection-focused. Features such as browser-based scanning and document-level analysis are designed to help users verify content, review authorship signals, and make more informed decisions about AI-generated writing.

Pricing and Plans

If the main goal is reliable AI detection, benchmark performance matters more than a lower starting price. Our results suggest that QuillBot’s lower-cost, broader writing suite comes with major trade-offs in detection accuracy and robustness.

Pros and Cons: GPTZero

Pros

• Higher AI detection accuracy across every benchmark category
• Stronger performance on mixed, paraphrased, and adversarial text
• Lower false positive rates on human-written content
• Built specifically for AI detection and authorship analysis

Cons

• Less focused on paraphrasing and general rewriting workflows
• Not positioned as an all-purpose writing assistant

Pros and Cons: QuillBot

Pros

• Strong paraphrasing and rewriting features
• Useful grammar and writing support tools
• Lower starting price for users focused on writing assistance

Cons

• Significantly weaker AI detection performance in our benchmark
• Less reliable on harder categories such as bypassers and multilingual text
• AI detection is a secondary feature, not the product’s main focus

Looking ahead

As machine-generated content continues to grow, AI detection will remain a moving target. By focusing on accuracy, fairness, and robustness, we aim to provide reliable detection results, and we invite readers to check our live benchmark to stay up to date as models and tools evolve.

FAQs

Can QuillBot bypass GPTZero? GPTZero correctly flags 97.6% of QuillBot-humanized AI text as AI-generated on our live benchmark.  GPTZero is much stronger in detecting human-AI blended texts, AI-paraphrased text, and adversarially modified text, while QuillBot is less reliable at identifying whether that text was AI-generated in the first place.

Which detector is better for academic settings? GPTZero is the better choice for academic settings because it achieves higher accuracy across categories, lower false positive rates on human-written text, and much stronger performance on mixed writing, paraphrased AI text, and multilingual samples.

Which tool is more secure? When choosing a writing tool, users should consider other factors such as API integration, features, support, and security alongside benchmark performance.

What to Look for When Choosing a Writing Tool? The right choice depends on what you actually need: if the main goal is reliable AI detection, GPTZero is the strongest choice, while QuillBot can be a useful writing tool but AI detection is not its main job.