Calorie Counter

Count Calories From a Photo. Free 3/Day.

Send @vustCalBot a photo of your plate and get a calorie estimate — dish name, kcal, the portion it assumed, and a confidence line. Your first 3 successful counts each UTC day are free; later accepted photos debit Balance when sent, without a separate confirmation step.

Free 3 successful scans/day · then Balance debits on send · failures refundedAI estimate, not medical or dietary advice
Photo in, kcal estimate outFree 3 scans/dayAfter the free cap, Balance debits on send

Honest scope

A number to act on, not a lab result

Every count — welcome message and every scan — carries the same line: this is an AI estimate from a photo, not medical or dietary advice. It's built to catch the big misses (400 vs 900 kcal), not to replace a food scale or a nutritionist. Sauces, hidden oil and portion guesses are the honest sources of error.

Photos are never stored — only the compact numeric result is kept.
Specimens

See the difference

One photo, one calorie estimate — free 3 times a day.

The one question a calorie counter needs to answer

The question

"How many calories is this?" — asked about a restaurant plate with no menu listing, no nutrition label, no way to weigh it before eating.

What @vustCalBot returns

Send the photo — back comes a dish name and an estimated kcal count, plus the portion size it assumed and a confidence line so you know how much to trust the number. Every result repeats the same honest line: an AI estimate from a photo, not medical or dietary advice.

A worked scan

The photo

A slice of pepperoni pizza on a paper plate, photographed at a normal angle under kitchen lighting.

The estimate

"Pepperoni pizza, one slice — approx. 310 kcal, assuming a standard 1/8 large-pizza portion. Confidence: medium — cheese thickness is the main unknown." No manual search through a food database, no barcode to scan.

Counting for free, every day

3 counts a day, no charge

The free tier resets at UTC midnight — 3 real counts every day, indefinitely, not a one-time trial.

Past 3/day

After the free cap, an accepted food photo debits Balance when you send it — there is no separate confirmation step. A photo rejected as non-food or a failed analysis is refunded if a paid debit was made.
Practical use cases

Who reaches for a photo-based calorie counter

Restaurant plates with no label
No menu nutrition info, no way to weigh the food before eating
A photo returns the dish, kcal, portion assumption and confidence line.
Free-tier counters
Wanting an AI calorie count without a subscription
3 free counts every day, forever — not-food photos are never charged either.
Fast daily checks
A quick sanity check on whether a meal is 400 or 900 kcal
One photo, one answer — no manual database search.
How it works01–03

How a calorie count works

  1. 01

    Send a food photo

    In Telegram, to @vustCalBot — no app, no account setup.

  2. 02

    Get a kcal estimate back

    Dish name, calories, portion assumption, confidence line — an AI estimate, not medical or dietary advice.

  3. 03

    Free 3 successful scans/day

    After the cap, an accepted photo debits Balance on send; rejected and failed paid analyses are refunded.

Same tool · in Telegram@vustCalBot

Count calories from a photo

Open @vustCalBot, send a food photo, get a kcal estimate. Your first 3 successful scans each UTC day are free.

Open in Telegram
Quality & trust

Honest scope — estimate, not diagnosis

AI estimate only

Every count carries the same disclaimer: an AI estimate from a photo, not medical or dietary advice.

Photos aren't stored

Only the compact numeric result is kept — no photo gallery, no long-term image storage.

Failed paid analyses are refunded

A rejected non-food photo or failed analysis does not keep a paid debit.

FAQ

Frequently asked questions

How does a photo-based calorie counter work?

You send a photo of your plate to @vustCalBot; a vision model estimates the dish and its calorie content from what's visible, then returns the number along with a confidence line and the portion size it assumed.

How accurate is a calorie count from a single photo?

It's an estimate, not a lab measurement — sauces, hidden oil, and portion size are the usual sources of error, which is why every result includes a confidence line. It's built to catch the big misses (400 vs 900 kcal), not to hit an exact gram count.

Is a photo calorie counter free to use?

Yes — your first 3 successful counts each UTC day are free. After that, an accepted food photo debits Balance when sent; there is no separate confirmation step. Rejected non-food photos and failed analyses do not keep a paid debit.

Do I need to enter portion sizes myself?

No — the model assumes a standard portion based on what it sees in the photo and states that assumption in the result. There's no manual weighing or portion slider to fill in first.

Is this a replacement for a food scale or nutritionist?

No. Every result carries the same disclaimer: this is an AI estimate from a photo, not medical or dietary advice. If you need gram-precise tracking for a medical condition, use a food scale and consult a professional instead.

Does counting calories this way require an app download?

No app and no account beyond Telegram — open @vustCalBot, send a photo, get the count back in the same chat.

Ready when you are

Count calories from a photo. Free 3/day.

After the free cap, an accepted photo debits Balance when sent; rejected and failed paid analyses are refunded.