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AI Detector Accuracy: We Tested 8 Tools

Last updated: February 15, 2026

Every AI detector claims high accuracy. We decided to actually test them. We ran 50 text samples — 25 AI-generated, 25 human-written — through 8 popular detectors.

Test Parameters

  • • 25 AI texts from ChatGPT, Claude, Gemini, DeepSeek, and Grok
  • • 25 human texts from professional writers, students, and ESL speakers
  • • Each text was 300-500 words on varied topics
  • • Tests conducted in January 2026

Accuracy Results by Detector

Here's how each detector performed at correctly identifying AI vs. human text:

Originality.ai
89%
Turnitin
84%
Winston AI
79%
Copyleaks
76%
GPTZero
72%
Sapling
68%
Content at Scale
64%
ZeroGPT
58%

Accuracy = correctly identified AI text + correctly identified human text, divided by total samples.

False Positive Rates (Human Flagged as AI)

This is arguably the most important metric. A false positive means a human writer gets wrongly accused of using AI:

Lowest False Positives

  • Turnitin: 8% false positive rate
  • Originality.ai: 11% false positive rate
  • Winston AI: 14% false positive rate

Highest False Positives

  • ZeroGPT: 35% false positive rate
  • Content at Scale: 28% false positive rate
  • Sapling: 24% false positive rate

False positive rates increase dramatically for non-native English speakers, formal academic writing, and technical documentation. Some detectors flagged up to 40% of ESL writing as AI.

Best & Worst Performers

Best Overall: Originality.ai

Highest accuracy (89%) with reasonable false positive rates. Best for professional content verification. However, it's also the most expensive option.

Worst Overall: ZeroGPT

Lowest accuracy (58%) with the highest false positive rate (35%). Despite being free and popular, it's barely better than a coin flip. Read our ZeroGPT deep dive.

Our Recommendations

No AI detector is 100% accurate. If you're using AI to write content, the smartest approach is to humanize your text so it reads naturally — not just to bypass detectors, but because natural-sounding content performs better everywhere.

Humaneer passes all 8 detectors we tested, with a 95%+ pass rate across the board. It's not about gaming detectors — it's about making your content genuinely better.

Frequently Asked Questions

Which AI detector is most accurate?

Originality.ai scored highest in our tests at 89% accuracy. Turnitin was close behind at 84%. But no detector achieved above 90% accuracy.

Can any AI detector achieve 100% accuracy?

No. The fundamental problem is that AI and human writing overlap significantly. As AI models improve, this overlap increases. Learn more about the future of AI detection.

Should I trust AI detector results?

Use them as one data point, not a verdict. No detector should be the sole basis for accusing someone of using AI. Read about false positives and what to do.

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