LuciQA / Journal

OCR vs Vision AI: Should You Send Text or the Image?

Sending recognized text is cheaper and more private; sending the image keeps charts and formulas intact. A practical rule for choosing, with the mistakes each one makes.

LuciQA · 2026-09-24

When you ask an AI about something on your screen, there are two ways to hand it over. You can turn the pixels into text first (OCR) and send the text, or you can send the picture itself to a model that reads images. They fail in different ways, so it helps to know which to use when.

The short rule

A paragraph, a multiple-choice question or an error message is fine as text. A bar chart, a circuit, a geometry figure or a table with merged cells is not.

What OCR does well, and where it slips

OCR recognizes characters on your own computer and produces plain text. Only that text is sent.

Where it slips:

What an image does well, and where it costs

Sending the image lets the model see exactly what you see.

The costs:

A quick way to decide

  1. Is there a figure, chart or formula that matters? Image.
  2. Is it plain text, clearly rendered? Text.
  3. Is it text, but the answer depends on a symbol or a number? Text, then read what was recognized before you trust the answer. If it looks wrong, ask again as an image.

How LuciQA handles both

LuciQA has both modes in its tray menu: Ask from text (OCR) and Ask from image / diagram. OCR runs on your device in nine languages. The answer panel shows exactly what was sent, the recognized text or the image, so you can spot a misread minus sign before it becomes a wrong answer. If your chosen model reads text only and you send an image, LuciQA uses that provider’s image model for that one request.

In Multi, which handles a whole page of questions at once, you choose text or image for each question separately and can correct the recognized text before anything is sent.

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