Llama GPTZero checker

GPTCleanup Pro's Llama GPTZero checker reads a passage for the rhythm a perplexity-and-burstiness style tool tends to weigh, and reports named patterns rather than a single guessed figure. It answers the question people search before a document goes further: will this read as coming from a Llama-powered chatbot to that kind of check.

It's a server tool by necessity. Scoring against a writing-pattern model is too heavy to run in a browser, so text is sent to our AI server and the result returns to the page. You get 5 free checks in any rolling 24 hours, no account required.

The output is a list, deliberately. A checker that returns a bare percentage is asking for unearned trust; this one names each pattern so the reasoning stays open to inspection.

Perplexity measures how predictable each next word is to a language model. Generic Llama deployments lean on safe, formulaic phrasing, stacked connectors and broad summary language, which tends to score firmly on the predictable side.

Burstiness measures how much that predictability varies across a document. A listicle-shaped answer with evenly sized bullet points and a uniform closing paragraph tends to produce a flatter, less bursty rhythm than a more conversational reply, worth reading carefully rather than trusting a single figure for.

One round trip to the server, then a reasoned result. No configuration required beforehand.

Step 1

Paste the sample. A longer passage gives the model more rhythm to weigh than a single sentence would.

Step 2

Run the check. The text is sent once to our AI server, scored against Llama's common writing patterns, and nothing further is done with it.

Step 3

Review each flagged pattern and its stated reasoning, an argument you can inspect rather than a number you're asked to trust.

No, and stating that plainly is more useful than avoiding it. GPTZero's scoring model, thresholds and training data are proprietary, and the company revises them without public notice.

This tool has no access to that system, so any claim to predict a GPTZero figure would be guesswork presented as precision. What it offers instead is a defensible, separate signal: whether the writing carries the rhythm common in Llama-based output.

A flat, low-variance rhythm is not exclusive to Llama-based output, and Llama's own output varies more than most single-vendor models depending on which product it's running inside.

Business and report writers

Formulaic summary language and evenly sized bullet points are standard in corporate writing.

Second-language writers

Formal connectors and generic phrasing are common writing-course instruction.

Writers following a template

A fixed structure, intro, points, conclusion, naturally flattens sentence-length variation.

Heavily edited Llama drafts

Sentence-by-sentence human rewriting can shift both measures without the underlying content actually changing.

A flag from this tool, or any detector, is a signal rather than a finding. Institutions and employers set their own policy for what follows.

Preserve your drafts

Outlines and earlier versions are the clearest evidence a piece was composed, not generated whole.

Retain version history

Docs, Word and most editors log revisions automatically; leave it intact while a question is open.

Ask for the named signal, not the label

A specific pattern can be examined on its merits. An unexplained score cannot.

The same checker, applied at different points in a review process.

Students

A private, informal read before submission, alongside their own honest review of the draft.

Writing centers and instructors

One input among several when a submission reads unusually flat or formulaic, never the sole basis for a decision.

Hiring teams

A check on whether a writing sample reads noticeably more formulaic than the rest of an application.

This checker is server-side by design: scoring against writing patterns common in Llama-based output requires a model too large to ship into a page, so each check is a single round trip rather than local computation.

That trip is metered rather than unlimited: 5 free checks in any rolling 24-hour window, tracked without an account. It reopens as the window rolls forward rather than resetting at a fixed hour.