
Joe Maring / Android Authority
AI. AI. AI. I’m certain you’re bored with listening to this phrase over the previous couple of years. It’s in all places, slapped onto each function, each app, each keynote slide, whether or not it truly makes your phone higher or not. And truthfully, I’ve felt the identical approach. Certain, some options are fairly helpful, however many of the AI options on Android I discover to be a gimmick you attempt as soon as and neglect about.
One such gimmick, at the least in my opinion, has all the time been on-device AI. Most AI options on our telephones nonetheless rely on the cloud (or hybrid structure), and for the longest time, I’ve believed that smartphones merely can’t match the processing energy of AI knowledge facilities. Due to that, on-device AI by no means actually felt all that helpful, at the least to not the extent firms declare it’s.
That was the case, nonetheless, till I attempted one among Google’s lesser-known on-device AI apps, and it truly made me rethink that stance a bit.
Would you truly use AI options that work totally offline on your phone?
76 votes
Google AI Edge Gallery is the hidden gem I didn’t learn about

Sanuj Bhatia / Android Authority
Google’s AI Edge Gallery app isn’t precisely new. It truly launched a few 12 months in the past as an experimental app, however what not too long ago introduced it again into the highlight for me is that Google has up to date it to help Gemma 4, its finest and newest open-source AI fashions. That replace is what lastly made me give it a correct shot.
The app is out there on each Android and iOS. I’ve examined it on my iPhone Air, my Google Pixel 10 Professional, and even the Oppo Discover X9 Extremely. There are just a few variations throughout platforms, however the core thought stays the identical. You obtain these open-source AI fashions straight onto your machine after which use them for various duties.
There are a bunch of predefined use instances within the app, like utilizing a common chatbot, transcribing audio, asking questions on a picture, and even attempting some agent-style duties. I’ve all the time thought that on-device AI fashions, particularly with restricted parameters, wouldn’t be that helpful in actual life. However that opinion modified a bit throughout a latest journey, the place I truly discovered the software surprisingly useful.
Asking questions on the go
Sanuj Bhatia / Android Authority
The perfect use case, and I do know it nonetheless isn’t good, is accessing an offline, on-device AI chatbot. The Google AI Edge Gallery app provides you entry to AI Chat, which is basically much like different chatbots like Gemini.
It’s fairly easy. You enter a immediate and await the mannequin to reply. It’s multimodal, so you should use textual content, voice, and even photos, and it takes all of that into context. It’s undoubtedly slower than one thing like ChatGPT or Gemini, however the truth that it really works completely on-device with none web is what makes it stand out.
Utilizing AI on my phone at 32,000 ft with no web is what lastly made on-device AI really feel actual.
I not too long ago used it on a flight to Thailand, the place I requested it basic items like phrases I ought to know and even requested it about just a few film titles from the in-flight system to get suggestions and approximate IMDb rankings.
It did point out that it will probably’t entry the web and depends on its coaching knowledge, however in the event you body your questions accordingly, it nonetheless provides you helpful solutions while you’re fully offline.
Offline translation

Sanuj Bhatia / Android Authority
That is in all probability the very best use case for this app. I normally journey with an eSIM once I’m overseas, however there are all the time locations the place connectivity simply isn’t nice, and that’s the place this actually helped. Because of the multimodal capabilities of Gemma 4, you should use the AI Edge Gallery app as a correct offline translator.
The app features a devoted audio scribe software that may transcribe speech and in addition translate it on the go. On telephones that may correctly make the most of the {hardware}, the interpretation is surprisingly fast, nearly as quick as devoted translation apps, and it really works reliably even with out web.
Ask picture

Sanuj Bhatia / Android Authority
One other function that builds on that is the power to ask questions on photos utilizing the offline mannequin. You possibly can connect a photograph and ask something about it. I didn’t assume I’d use this a lot, however it turned out to be actually useful whereas touring, particularly for translating menus or understanding indicators in numerous languages.
Plus, it helps save my treasured cellular knowledge as nicely, since every little thing occurs on-device and also you’re not importing photos to a server and ready for a response.
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There are some things the AI Edge Gallery Android app wants to repair
Total, I’ve loved utilizing the Google AI Edge Gallery app as an offline AI software, however it’s not with out drawbacks. My largest gripe is that chats aren’t saved.
For instance, with one thing like Gemini or ChatGPT, every dialog is saved as a thread, so you may come again to it and proceed from the place you left off. I perceive that offline fashions have limitations in terms of context size on account of {hardware} constraints, however there ought to at the least be an choice to proceed a dialog till that restrict is reached.
My larger subject, although, is that Google nonetheless isn’t totally using {hardware} on Android. The AI Edge Gallery app is out there on each Android and iOS, and I’ve examined it throughout a number of units. On iPhones, the app makes use of the GPU for processing, which is mostly a lot sooner for AI duties.
On Android, it’s a combined expertise. Telephones with top-end chips just like the Snapdragon 8 Elite Gen 5 can faucet into the GPU and run the app way more effectively. However on Google’s personal Pixel 10 Professional, the app doesn’t appear to completely make the most of the Tensor GPU and even the chip’s NPU.
The app mentions that the AICore-based expertise, which may faucet into the NPU, is at present restricted to beta testers. For customers like me who aren’t a part of that program, it falls again to CPU processing as an alternative of leveraging on-device AI fashions like Gemini Nano, which makes it noticeably slower.

Robert Triggs / Android Authority
To place that into perspective, on the identical audio enter, my iPhone Air took below a second to reply, whereas the Pixel 10 Professional took over 10 seconds for a similar activity. That form of hole actually impacts the general expertise.
I’m certain I’m within the minority right here, speaking about an on-device AI app that has restricted capabilities and, let’s be sincere, a fairly area of interest person base. However contemplating how a lot Google has been pushing on-device AI, it’s a bit irritating to see it not totally make the most of its personal Tensor {hardware} on this app. That simply looks like a miss, and I actually hope Google fixes it sooner moderately than later.
That stated, with the ability to entry a Gemini mannequin straight on my phone and get solutions at 32,000 ft within the air has truthfully been an eye-opener. That is in all probability the primary time I’ve truly seen an actual, sensible use case for on-device AI.
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