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Head to head · 2026

Azumio vs Passio

Pricing, free plans, ratings, features, pros and cons, side by side. Where one comes out ahead, we mark it.

Azumio

AI health company behind Calorie Mama food recognition and an AI-trained Instant Diabetes Test, with consumer…

3.7Not listed

Visit Azumio (opens Azumio in a new tab)

Passio

AI turns a meal photo, voice note, or barcode scan into structured nutrition data - a…

3.6Not listed

Visit Passio (opens Passio in a new tab)

Who comes out ahead

Based only on the facts in our directory. The right pick still depends on the job you need done.

  • Lower starting price

    Not comparable

    Not comparable: Azumio does not list a price

  • Free plan

    Tie

    Neither has one

  • Higher rating

    Azumio

    3.7 against 3.6

  • Same job?

    Yes

    Both are Healthcare AI tools

Side by side

Compared onAzumioPassio
Our rating3.7Better3.6
Starts atNot listedNot listed
Free planNoNo
CategoryHealthcare AIHealthcare AI
PlansSee pricingSee pricing
Key features
  • Calorie Mama AI: deep-learning food recognition from photos
  • Instant Diabetes Test trained with AI algorithms
  • Consumer apps: Glucose Buddy, Argus, Sleep Time, Instant Heart Rate
  • Food Recognition API/SDK for developers and businesses
  • Azumio 360 API for combined diet, fitness and sleep tracking
  • Image-based meal detection from photos
  • AI-driven voice-to-text meal logging
  • Semantic food search beyond exact-match text
  • 3.5M+ structured food database with macro/micronutrient data
  • Healthcare-grade security, 99.8% uptime infrastructure
Pros
  • Photo-based food recognition removes the biggest manual-logging friction point
  • Clients include credible institutions (Stanford, UCSF) alongside consumer scale
  • Both consumer apps and licensable B2B APIs available
  • Multiple input methods (photo, voice, barcode) fit how different users actually log food
  • Structured data output is directly usable by downstream health applications
  • Healthcare-grade compliance supports serious digital-health integrations
Cons
  • Business pricing is not disclosed publicly, so you need to contact the company for a quote
  • An AI diabetes screening test does not replace professional medical diagnosis or follow-up
  • Food-recognition accuracy can vary with photo quality and less common dishes
  • A B2B infrastructure product, not something individuals use directly
  • Pricing isn't shown on the homepage
  • Integration requires real development work on the customer's end
CompanyAzumioPassio, Inc.

Prices come from each vendor's pricing page, last checked 20260824. Check the vendor before you buy.

FAQ

Questions people ask

Is Azumio better than Passio?

In our reviews Azumio scores 3.7 and Passio scores 3.6. The better pick depends on the job. Azumio: AI health company behind Calorie Mama food recognition and an AI-trained Instant Diabetes Test, with consumer apps and business APIs. Passio: AI turns a meal photo, voice note, or barcode scan into structured nutrition data - a 3.5M+ food database built for healthcare and digital-health apps to integrate.

Which is cheaper, Azumio or Passio?

Azumio: see pricing. Passio: see pricing.

Do Azumio and Passio have free plans?

Neither lists a free plan.

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