Versus · captured 13 September 2026

PeerReviewAI vs Gemini: what a chat window cannot verify.

Google's general-purpose AI assistant, a chat app on web and mobile that paid plans also place inside Gmail, Docs and Sheets; Free, $4.99, $19.99, or from $99.99 per month. Pasting a manuscript into it gives you a critique, not a database check of your references, a checklist audit, a journal-instruction check or tracked changes in your .docx. PeerReviewAI does all four for $49 per manuscript.

Side by sideWhy context beats the chat window
$49 per manuscript vs $0–$99.99+/month
Key takeaways
  • Gemini: Free, $4.99, $19.99, or from $99.99 per month. PeerReviewAI: $49 per manuscript per manuscript, no subscription.
  • Training and retention at Gemini: conversations improve Google's models and some are read by human reviewers; activity is kept 18 months by default, 72 hours with Keep Activity off, and temporary chats are not used for training. PeerReviewAI: Zero Data Retention, nothing to configure.
  • From memory, chat models fabricated 55% (GPT-3.5) and 18% (GPT-4) of citations in one study and 47% in another; PeerReviewAI looks every reference up in PubMed and Crossref.
  • A chat window starts with the manuscript and nothing else; the pipeline assembles the study design, the reporting checklist, the reference lookups and the journal's instructions first.
  • Use Gemini for a conversation about the paper; PeerReviewAI for the checks on the manuscript you are submitting.
Side by side

What does Gemini not verify?

Quotes are from Google's pages. "Not a described feature" rows describe what you would do yourself.
DimensionPeerReviewAIGemini
What it is16-section review of the manuscript you are submitting; study design, reference lookups and checklist assembled firstGoogle's general-purpose AI assistant, a chat app on web and mobile that paid plans also place inside Gmail, Docs and Sheets
Price$49 per manuscript, no subscription. Journal Brief $2.99 per paper (first free). ESL add-on $19.99.Free, $4.99, $19.99, or from $99.99 per month [5]
Manuscript inputUpload the .docx; review streams live; PDF downloads at completionNot stated on the subscriptions page as a page count; plans are described by usage multiples ("2x", "4x", "up to 20x higher usage limits") [5]
Reference verificationEvery reference checked against PubMed and Crossref; status per reference; retraction screening on every DOI; each PubMed-matched abstract checked against the claim it is cited forNot a described feature. Ask about each reference and check the answer yourself. From memory, chat models fabricated 55% (GPT-3.5) and 18% (GPT-4) of citations in one study [1], 47% in another [4]
Reporting guidelinesItem-by-item audit against the applicable guideline: CONSORT, SPIRIT, PRISMA and extensions, STROBE, CARE, SRQR, ARRIVE, TRIPOD, SQUIRE, CHEERS, STARD, STREGANot a described feature. Paste the checklist and ask
Target-journal instructionsAudit against the target journal's author instructionsNot a described feature. Paste the instructions and ask
Edits your Word fileJournal formatting applied to your .docx as Word tracked changes, includedNo; you copy suggestions into Word yourself
Training on your textZero Data Retention (Anthropic); never stored or used for trainingGemini Apps Privacy Hub: Google uses conversations "to provide our services, maintain and improve our services, develop new services", and "These uses extend to the generative AI models and other machine-learning technologies powering our services." "Human reviewers (including trained reviewers from our service providers) review some of the data we collect for these purposes." Exceptions: "Temporary chats are not used to train Google's AI models. If Keep Activity is off and you don't submit feedback, Google also does not use your future chats to improve its AI models." [7]
RetentionZero Data Retention; nothing to configureWith Keep Activity on: "Your activity is auto-deleted after 18 months. You can change this to 3 or 36 months, or choose not to auto-delete." With it off: "Future chats are still saved for 72 hours so Gemini can respond to you, process your feedback, and protect Google, its users, and the public." The same page asks users: "Please don't enter confidential information that you wouldn't want a reviewer to see or Google to use to improve our services, including machine-learning technologies." [7]
VerdictNo accept/reject verdictWhatever you ask for
Not the same model

Is PeerReviewAI the same model as Gemini?

PeerReviewAI runs on Anthropic's Claude models under Zero Data Retention, not Google's. The difference is what the model holds before it writes: a chat window starts with the manuscript and nothing else.

Context

What does the reviewer know before it writes?

A manuscript pasted into a chat window, versus what the pipeline assembles first.
Given to the modelIn GeminiIn PeerReviewAI
Study designWhatever you tell itDetected in a first pass; selects the reporting guideline
Reporting checklistOnly if you paste itRetrieved in full; audited item by item
Published literatureWhat the model remembersPubMed search, roughly 40 million records, for relevant uncited papers
Your reference listUnchecked unless you ask, one by oneEvery reference looked up in PubMed and Crossref, retraction screened, before the review is written
Target journalOnly if you paste the instructionsAuthor instructions audited; formatting applied as tracked changes
Review structureFree-form; varies with the promptFixed 16 sections, every time
A second readNoneA separate audit pass re-checks the manuscript after the review
Your manuscript afterwardsKept under the plan's retention and training settingsZero Data Retention; never stored or used for training
Evidence

How reliable are chat-generated references?

Two studies of citations produced by chat models, two on the value of model feedback. Figures quoted from the abstracts.
55% / 18%

55% of the references ChatGPT-3.5 generated for literature reviews were fabricated, versus 18% for GPT-4; 43% and 24% of the real ones contained substantive errors. [1]

25.4%

A meta-analysis of 28 studies found 25.4% of quotations in medical journal articles were inaccurate: 11.9% major and 11.5% minor errors. [2]

30.85% vs 28.58%

GPT-4's feedback overlapped with human reviewers' points 30.85% of the time for Nature-family papers and 39.23% for ICLR, comparable to overlap between two human reviewers (28.58% and 35.25%). [3]

57.4%

57.4% of researchers who tried LLM-generated feedback found it helpful or very helpful, and 82.4% found it more beneficial than feedback from at least some human reviewers. [3]

Plans

What do Gemini plans cost?

gemini.google/subscriptions/, 13 September 2026. Not itemized on the subscriptions page; the Google AI plans page says paid plans add "Gemini in Google apps to help you proofread in Gmail and work smarter in Docs and Sheets".
PlanPriceOn the pricing page
Free$0 / month"Access to 3.6 Flash"; "Varying access to 3.1 Pro"; "Image generation and editing"
Google AI Plus$4.99 / month"Get 2x higher usage limits than Free and access to more features like video generation and Daily Brief"; Google AI plans page: "More access to Gemini 3.1 Pro and Deep Research in Gemini"
Google AI Pro$19.99 / month"Get 4x higher usage limits than Free and access to more features like video generation and Daily Brief"; "Higher access to Gemini 3 Pro, Deep Search, agentic capabilities, and more"; Google AI plans page: "Gemini in Google apps to help you proofread in Gmail and work smarter in Docs and Sheets"
Google AI UltraFrom $99.99 / month; $199.99 / month higher tier"Get up to 20x higher usage limits in Gemini than the Pro plan"; "Highest access to Gemini 3 Pro, Deep Search, agentic capabilities, and more"
PeerReviewAI$49 per manuscript$49 per manuscript, no subscription. Journal Brief $2.99 per paper (first free). ESL add-on $19.99.
Why the price is different

Why is the price different?

Product facts verified in the code that runs the review; prices as captured.
What runs on every review

Up to four model passes: study-design detection, which selects the reporting guideline; the 16-section review; a separate compliance audit after the review is written; journal formatting as tracked changes on your .docx (a fifth pass with the ESL add-on). Plus a PubMed and Crossref lookup for every reference, with retraction screening, and a search of PubMed's roughly 40 million records for relevant uncited papers. A chat plan buys one model turn per message; the cheaper tools deliver one report.

Bundled here, priced separately elsewhere

Human pre-submission peer review starts at $272 (Enago) or $289 (AJE); journal formatting alone is $75 to $150. No AI tool in our comparison edits your Word file. Reference verification, the checklist audit and the formatting are all inside the $49.

Per year, at the captured prices
  • ChatGPT Plus: $20 a month, $240 a year.
  • Claude Pro: $17 to $20 a month, $204 to $240 a year.
  • Google AI Pro (Gemini): $19.99 a month, $239.88 a year.
  • Reviewer3 Researcher: $19 a month, $228 a year.
  • Review-it Unlimited: $59 a month, $708 a year.
  • Paperpal Prime: $144 a year, $144 a year.
  • PeerReviewAI: $49 per manuscript, $49 to $147 a year for one to three manuscripts.
What you keep

Zero Data Retention. No verdict. A full sample review published before you pay. No subscription in the months you are not submitting.

When the cheaper option is right

Gemini's free plan for a conversation, a paragraph, a cover letter or a response to reviewers. PeerReviewAI for the manuscript you are submitting, when references, checklist and journal formatting all need checking.

Protected by Anthropic’s Zero Data Retention
Your manuscript is never stored, logged, or used for training.
FAQ

Questions, answered.

Don't see yours? Email us — we read every one.

Sources

Sources

Every figure on this page is quoted from the primary source listed here. Verification dates are recorded per source.
  1. [1]Walters WH, Wilder EI. Fabrication and errors in the bibliographic citations generated by ChatGPT. Scientific reports 2023. doi:10.1038/s41598-023-41032-5 PubMed 37679503.peer-reviewed article (Europe PMC / Crossref record) · verified 2026-09-12
  2. [2]Jergas H, Baethge C. Quotation accuracy in medical journal articles-a systematic review and meta-analysis. PeerJ 2015. doi:10.7717/peerj.1364 PubMed 26528420.peer-reviewed article (Europe PMC / Crossref record) · verified 2026-09-12
  3. [3]Liang W, Zhang Y, Cao H, et al. Can large language models provide useful feedback on research papers? A large-scale empirical analysis. NEJM AI 2024. doi:10.1056/AIoa2400196 (arXiv:2310.01783). doi.org/10.1056/aioa2400196peer-reviewed article (Crossref record; arXiv abstract captured) · verified 2026-09-12
  4. [4]Bhattacharyya M, Miller VM, Bhattacharyya D, Miller LE. High rates of fabricated and inaccurate references in ChatGPT-generated medical content. Cureus 2023. doi:10.7759/cureus.39238 PubMed 37337480.peer-reviewed article (Europe PMC record; abstract figures quoted) · verified 2026-09-13
  5. [5]Google. Gemini subscription plans (Free, Google AI Plus, Google AI Pro, Google AI Ultra). Captured 13 September 2026. gemini.google/subscriptions/vendor web page · verified 2026-09-13
  6. [6]Google One. Google AI plans: features by plan. Captured 13 September 2026. one.google.com/about/google-ai-plansvendor web page · verified 2026-09-13
  7. [7]Google. Gemini Apps Privacy Hub: how Google uses Gemini Apps data, human review, Keep Activity retention and temporary chats. Captured 13 September 2026. support.google.com/gemini/answer/13594961vendor policy page · verified 2026-09-13

The checks a chat window skips.

Every reference looked up, the checklist audited, the journal's instructions checked, formatting as tracked changes. $49, no subscription.

Read the sample review$49 per manuscript
For the manuscript you're submitting