I’ve been testing AI detectors across different types of writing...academic essays, longform content, web copy, and reworded drafts. Most tools catch basic AI text, but only a few hold up when content is rewritten or passed through advanced humanizers like Walter writers ai and etc

Here’s what’s working best right now:

1. Proofademic
Most reliable overall, especially for education. It’s widely used in academic settings for a reason: it looks at structure, rhythm, and semantic consistency, not just surface-level phrasing. In my experience, it’s been solid across use cases, essays, emails, and polished longform. It rarely overflags natural writing and handles hybrid AI edits better than most.
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2. GPTZero**
Still widely used and fairly accurate for straight AI outputs. It flags common LLM traits well, though it struggles more with deeply humanized or restructured content. Good general-purpose tool with fast feedback.

3. Originality.ai
Popular with agencies and marketers. Combines detection with plagiarism scanning, so it’s useful for checking repurposed drafts or guest content. Less sensitive to light edits, but can miss more creative rewrites.

4. Pangram Labs
Very strong at spotting sentence-level manipulation or “hybrid” content. Helpful if you’re evaluating text that blends human and AI input. Picks up on subtle rewrites that other detectors sometimes miss.

5. Copyleaks
Capable and improving. It’s especially good for spotting formal academic patterns or longform AI content. Less aggressive than some, but helpful as a second-check tool.

**Why I Always Use More Than One
**No single tool gets it right 100% of the time. I usually run content through two detectors and compare. If scores are split, I look at structure and phrasing manually. For anything client-facing or academic, that extra step saves time down the line.

Curious to hear what others here are using or trusting in 2026..especially for borderline cases or edited drafts. Are there any tools I’ve missed?