I Tested 6 Photo-to-Text Apps So You Don't Have To

I got tired of “best photo to text app” lists that don’t say how they tested. You know the ones—they list features from the App Store description, maybe include a star rating, and call it a comparison. So I ran the same five images through six different options and wrote down what actually happened.

No sponsorship. No “we reached out to the developer for comment.” Just the same receipt, handwriting sample, book page, screenshot, and business card—and how each app handled them.

How I tested

I used five images and kept them identical across every app. Same lighting, same angle, same JPEG files sent to each one. Here’s what I picked and why:

1. Receipt — Thermal print, slightly faded, mixed numbers and text. Receipts are the number one thing people photograph and need to extract. This one had about 28 line items, a subtotal, tax, and tip line. Some of the ink was starting to fade near the bottom—typical for a receipt that sat in your pocket for three days.

2. Handwritten note — Blue pen on white paper, mixed print and cursive. I wrote this myself, which means it’s somewhere between “legible” and “chaotic.” I included a phone number, an email address, and a few sentences with mixed capitalization to test edge cases.

3. Book page — Dense paragraph, small serif font, about 250 words. I used a page from a used paperback with slightly yellowed paper. The margins had a pencil note in them, which was a nice accidental test.

4. Screenshot — UI text and a short error message. This one was a screenshot of a settings screen with small gray text on a white background. Screenshots are generally the easiest input for OCR since they’re perfectly sharp, but the low contrast tripped up some apps.

5. Business card — Name, title, email, phone number, small print. White card with dark blue text, clean layout. I also tested a second card with a textured background, but the white card was the baseline.

For each app I noted: Did it get the text right? How was handwriting? How fast did it feel? Any export or copy issues? I didn’t run stopwatches; “fast” here means “felt quick in normal use”—under two seconds from tap to text.

The results (short version)

App	Printed text	Handwriting	Speed	Price / notes
Textora	Very good	Very good	Fast	App, on-device
Google Lens	Good	Okay	Fast	Free, needs data
Apple Live Text	Good	Weak	Fast	Built-in, free
Adobe Scan	Very good	Good	Medium	Free, account
Microsoft Lens	Very good	Good	Fast	Free, Microsoft account
Text Scanner	Good	Okay	Fast	Free with limits

“Very good” = almost no errors on my test images (maybe 1-2 wrong characters in the whole page). “Good” = a few wrong characters or line breaks but still very usable. “Okay” or “Weak” = more mistakes, or features that barely worked on my samples.

App-by-app breakdown

Textora

On my test set it did best overall: clean output on the receipt, book page, and screenshot, and the best handwriting result of the six. The receipt came back with all 28 line items intact and the dollar amounts correct—I checked every single one. The handwriting test was where it really separated itself: it got my phone number right (most apps swapped at least one digit) and correctly read my sloppy cursive “meeting at 3pm” as exactly that instead of “meeting at 3prn.”

Export and copy were straightforward. No account required for basic use, and it runs on-device so I didn’t have to worry about uploading receipts with my card number on them. Where it fell short: it’s an extra app to open. For one line of text, Live Text is faster because it’s already right there in the Photos app.

Google Lens

Solid on printed text and fine for a quick “what does this say?” or translation. The book page came through well—maybe 3-4 wrong characters in 250 words. The receipt was good but it dropped one line entirely (the tax line, weirdly). Handwriting was okay but not as accurate as the top apps in my tests: it got the phone number wrong and read “3pm” as “3prn.”

Speed was good. The main downside for me is that it wants to be online for full features, and it’s not built around “give me a block of text to export.” It’s more of a “look something up” tool. If you need a structured output you can drop into a spreadsheet, Lens isn’t the right shape for that job.

One thing Lens does better than anyone else: real-time translation overlays. Point your camera at a sign in another language and it replaces the text on screen. That feature alone makes it worth having for travel.

Apple Live Text

Free and already on the phone. For the receipt and book page it did well; the screenshot was fine. Printed text accuracy was comparable to Google Lens—a few small errors, nothing that would ruin the output.

Handwriting was the weak spot—sometimes it didn’t even offer to select the text. On my handwritten note, it grabbed about 60% of the words and the rest just… wasn’t selectable. No option to try again or adjust. It either sees it or it doesn’t, and when it doesn’t, there’s nothing you can do except switch to a different tool.

No export flow; you copy and paste. So: great for “grab that one line,” not my first choice for a full page of handwritten notes. I also noticed it struggles with text arranged in columns—on the receipt, it sometimes merged the item name with the price from the next line down. More on when Live Text is enough and when it isn’t.

Adobe Scan

Printed text and the business card came out very clean. Adobe seems to have really solid OCR for structured documents—the receipt had correct line breaks and the dollar amounts were perfect. Handwriting was good, not the best. It got most of my note right but stumbled on the email address (turned ”@” into “a”).

The app is polished and ties into Adobe’s ecosystem—you can save directly to Adobe Document Cloud, share as PDF, and the scanned documents look professional. I had to sign in with an Adobe account for full use, which is a small friction point. Processing felt slightly slower than the others, maybe because it was doing more post-processing on the layout.

If you already use Adobe tools and want a serious scanner with good OCR, it’s a strong option. If you don’t use Adobe anything, the sign-in requirement might feel like unnecessary overhead.

Microsoft Lens

Similar to Adobe Scan: strong on printed text and decent on handwriting. The receipt came through perfectly. The handwriting test was actually surprisingly good—Microsoft Lens was the second-best on my handwriting note, getting the phone number and most of the cursive right.

Integrates with OneNote and Office. If you take a photo of a whiteboard in a meeting and want it in OneNote with searchable text in two taps, this is the app. Also wants a Microsoft account. The whiteboard mode deserves a mention—it automatically crops and adjusts the perspective, which is handy in meeting rooms with bad angles.

I’d pick it if you live in the Microsoft world and need to send scans into that workflow. If you don’t use OneNote or Office, the integration advantage disappears.

Text Scanner (and similar “Text Scanner” style apps)

I tried one of the common “Text Scanner” OCR apps from the App Store. Printed text was good; handwriting was okay. Speed was fine. The book page had maybe 5-6 errors in 250 words—more than the top apps but still usable with a quick proofread.

Many of these are free with ads or limits (the one I tested showed a full-screen ad after every third scan). They’re usable, but in my tests they didn’t beat the top apps on accuracy. Worth trying if you want a simple, free option and don’t need the best handwriting support. Just be aware that “free” sometimes means your images get processed on their servers—check the privacy policy before feeding it anything sensitive.

What surprised me

A few things I didn’t expect going in:

Handwriting was the biggest differentiator. All six apps handled clean printed text reasonably well. The gap showed up on handwriting, where the range went from “barely functional” (Live Text) to “genuinely impressive” (the best-performing app). If you never need handwriting OCR, the apps are closer than this table suggests.

Speed differences were small. I expected bigger gaps. Most apps returned text in 1-3 seconds. Adobe Scan was the slowest at maybe 4-5 seconds, but that’s still fast enough that it doesn’t matter in practice.

Privacy is the hidden variable. Some apps process everything on your device. Others upload to their servers. This isn’t reflected in accuracy charts, but it matters when you’re scanning a medical bill or a bank statement. I specifically checked: the on-device apps (including Live Text) keep everything local. Google Lens sends data to Google’s servers. Adobe and Microsoft process on their respective clouds. The free Text Scanner apps vary—some are transparent about it, some aren’t.

The winner depends on what you need

There isn’t one “best” app for everyone. Here’s how I’d break it down:

• Best for quick copy-paste of printed text: Live Text. It’s already on your phone, it’s instant, and you don’t have to open anything.
• Best for accuracy + handwriting + export without sending data to the cloud: An on-device OCR app. If privacy matters and you need more than a quick copy, this category wins.
• Best for translation or quick lookups: Google Lens. The real-time camera translation is unmatched.
• Best if you want document management and already use Adobe or Microsoft: Adobe Scan or Microsoft Lens. The ecosystem integration is the selling point.
• Best for “I just want free and simple”: One of the Text Scanner apps, with the caveat that you should check what happens to your data.

So the “winner” is the app that matches your situation: speed vs accuracy, handwriting vs printed only, on-device vs cloud, and whether you need export or just copy.

My personal pick for everyday use

For my own mix—receipts, handwritten notes, screenshots, and the occasional book page—I use Live Text when it’s one line and Textora when it’s a full page or handwriting. I don’t use online-only tools for anything sensitive. That’s the combo that actually works for me after testing these six.

The honest truth is that I spent way more time setting up this test than I’ll ever spend choosing an app in the moment. Once you know which tool to reach for in which situation, the decision takes about half a second. That’s the real value of actually testing them side by side—you stop wondering and just grab the right one.

If you want to go deeper on handwriting only, see converting handwriting to text: what works and what doesn’t. For a broader “best scanner apps” view (including Notes and others), check best scanner apps for iPhone.