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Perplexity OCR vs FastOCR: an answer engine or every line of the page

Short answer

Perplexity answers questions about files you upload, and its help center says that for long files it extracts the most important parts. That suits questions, not a full transcript. Choose Perplexity for answers with web sources. Choose FastOCR when you need every line back as text, Word, Markdown or a searchable PDF.

By the FastOCR team · Updated 4 November 2026 · Documentation checked 4 November 2026

We make FastOCR. Accuracy figures come from our own test of each tool we scored, ours included, on the same scans; other facts link to each tool's own pages. How we tested

Try it here

Drop your file here

PDF, PNG, JPG, WebP, BMP, HEIC

PDF up to 1 GB · images up to 20 MB

Tips for a clear photo
  • Lay the page flat.
  • Use even light, with no shadows.
  • Turn off the flash to avoid glare.
  • Fill the frame with the page.

Verdict

Pick FastOCR if

  • You want the whole page or the whole scanned PDF as text, not the parts relevant to a question.
  • You want your scan back as a searchable PDF, or the words as Word or Markdown.
  • You would rather not count uploads against a weekly allowance: images are free in FastOCR without sign-up.
  • The page is in a script such as Arabic, Urdu or Hindi and you want automatic language detection.

Pick Perplexity if

  • You want to ask about a file and bring in sources from the web in the same answer.
  • The file is short and a question about it is the real goal.
  • You already use Perplexity daily and one-off questions do not justify another tool.

FastOCR and Perplexity side by side

What comes backFastOCRRaw text, Word (.docx) and Markdown. Every image upload also gets a one-page searchable PDF.PerplexityNot statedSource
Accepted uploadsFastOCRImages and PDFs; see the pricing page for page allowances.PerplexityFiles including PDFs, plus images in JPEG and PNG, up to 40 MB.Source
Long filesFastOCRScanned PDF in, searchable PDF out; text copies in the right order, including right-to-left.PerplexityFor long files, Perplexity extracts the most important parts to answer the query.Source
Upload allowanceFastOCRImages: free, no sign-up, no watermark. PDFs: free account.PerplexityFree, Pro and Max plans each have an upload allowance that resets on a rolling weekly basis. Numbers are not published.Source
Text in imagesFastOCREvery image upload gets raw text and a single-page searchable PDF, plus Word and Markdown.PerplexityNot statedSource
Recognition languagesFastOCR100+ languages, detected automatically, including mixed pages.PerplexityNot statedSource
Access for developersFastOCRREST API, Python SDK, MCP server for AI agents, LangChain and LlamaIndex loaders.PerplexityNot statedSource
Matched accuracyFastOCRNo scored Perplexity head-to-head.PerplexityNot tested

Why FastOCR

  • Photos and screenshots

    Every image upload gets raw text and a single-page searchable PDF, plus Word and Markdown.

    See Photos and screenshots

  • Scanned PDFs

    Scanned PDF in, searchable PDF out; text copies in the right order, including right-to-left.

    See Scanned PDFs

  • Exports

    Raw text, Word (.docx) and Markdown.

    See Exports

  • Languages

    100+ languages, detected automatically, including mixed pages.

    Share of characters wrong on our evidence scans (lower is better): Arabic 2.6%, Urdu 9.1%, Bengali 7.4%, Tamil 2.2%, Chinese 1.0%.

    See Languages

  • Free use

    Images: free, no sign-up, no watermark. PDFs: free account.

    See Free use

Proof

Perplexity was not run on our evidence scans, so nothing here is a measured comparison. Perplexity's side comes from its two help center pages; the figure shows what FastOCR returns for an upload.

Try it on your own page

How FastOCR works

Searchable PDF that copies in reading order

احسان اُس خدا کا کہ جس نے دریائے سخن کو اپنے ابر کرم سے گو ہر معنی بخشا اور زبان کو واسطے اپنی

Select and paste: Urdu, Arabic and Hebrew come out right to left, and two-column pages come out column by column.

Word file with paragraphs and tables

ItemQtyTotal
Paper418.00
Toner164.50

Prose reflows into editable paragraphs; ruled tables come back as real Word tables. PDF to Word

Bank statement to Excel, CSV or QuickBooks

DateDescriptionAmountBalance
09/01Rent payment-1,450.00968.65
09/02Payroll deposit2,386.403,355.05
09/04Grocery store-84.173,270.88

One row per transaction, for US and UK statements in English (example rows invented). Bank statement converter

More from one upload

What FastOCR gives back besides plain text. The copied line is FastOCR's reading of the Urdu test page (Tota Kahani); the table and statement rows are illustrations.

Does Perplexity do OCR?

Perplexity takes image and PDF uploads and answers questions about them, but its help pages do not say whether it reads the text in an image. The image page describes multimodal models that analyse images and gives charts as a use. Text recognition is not mentioned.

So the sensible expectation is an answer engine that may use the words on a page, not a tool that promises to return them. If the goal is a record of the page, ask for an OCR tool.

Why long files are a poor fit for a transcript

Perplexity says short files are analysed in full, while for long files it extracts the most important parts to answer your query. That is the right design for a question, and the wrong one for a copy. A search for a clause only works if the clause was in the part it chose.

FastOCR reads every page of a scanned PDF. Upload at make a PDF searchable with a free account, then search or copy from the result. Scanned PDF in, searchable PDF out; text copies in the right order, including right-to-left.

Weekly allowance and file size

Perplexity's file page limits uploads to 40 MB and says the allowance resets on a rolling weekly basis, with images counting against it. It publishes no allowance numbers, and the remaining amount is not shown in settings, so you cannot see how much of it is left.

No account is needed for FastOCR images, and the pricing page lists the allowances for PDFs. Drop a photo into image to text to get the text, Word, Markdown and a one-page searchable PDF.

For work that must stay on your computer, the free Mac and Windows apps run offline. They are public betas using Apple Vision and Windows OCR.

Use FastOCR first, then ask Perplexity

Get the full text from FastOCR, check it against the page, then ask Perplexity your question with the text in front of it. The answer can then combine your document with web sources, which is what Perplexity is for.

Choose Perplexity if

  • You want an answer that combines a file with sources from the web.
  • You have a short document and one question about it.
  • You pay for Perplexity already and the odd image does not justify a second tool.

FAQ

Can Perplexity read text from an image?

It accepts JPEG and PNG images up to 40 MB and describes analysing them with multimodal models. Its help pages do not say whether text in images is read, so check the reply against the page.

Does Perplexity read a whole scanned PDF?

Perplexity says short files are analysed in full and that long files are reduced to the most important parts for your query. The reply may therefore leave out lines. FastOCR is built to return every page.

Does Perplexity make a searchable PDF?

Perplexity's help pages do not list a searchable PDF as an output. FastOCR gives the scan back with a hidden text layer for searching and copying; Arabic or Urdu text pastes in reading order.

Is FastOCR free to try?

Images are free with no sign-up or watermark. Scanned PDFs sit behind a free account with a monthly allowance listed on the pricing page. Translation and AI Polish work on one finished image at a time.

Can I use Perplexity and FastOCR together?

Yes. Run the scan through FastOCR, check the text once, then give it to Perplexity with your question. You get an answer based on the checked words plus web sources.

Method

  • Perplexity was not tested. Its facts come from two help center pages, file uploads and uploading images, re-read on 4 November 2026. Perplexity may change them.
  • A fact those pages do not state is shown as Not stated, never as No. That covers output formats, text in images and recognition languages.
  • No FastOCR figure is compared with a Perplexity figure, because none exists.

Change log

  • 1 November 2026: Published the earlier comparison.
  • 4 November 2026: Moved to the comparison template and rewritten around answers versus full text; help center pages re-read.