Empower your app with Nutrition-AI Hub
Integrate powerful food recognition and nutrition data into any app using our SDK and REST API. It’s fast, reliable, and ready for scale.
Integrate powerful AI features that elevate your product, delight users, and unlock new value, all with one lightweight SDK.
Add advanced computer vision to instantly detect a collection of ingredients or complete meals just by snapping a photo.
Let users describe their meals naturally using their voice. Our AI interprets spoken input to recognize foods and nutrition details.
Add our improved barcode scanner with tap-to focus and flash capabilities, and tap into our database of over 2.5M+ Foods.
With nutrition facts label detection, give your users the ability to quickly log packaged foods which are not currently in our database.
Our AI-Powered semantic search delivers accurate, intuitive, intent-driven results while tapping into our extensive food database.
Access one of the largest nutrition databases available, with 2.5M+ foods across global brands, and whole foods, and recipes.
We run all of our projects on DuploCloud, ensuring our systems stay secure, compliant, and scalable, so we can meet all your needs.
Use our REST API for your web projects to power the same food recognition and nutrition capabilities available in our mobile SDK.
Get up and running fast. Here’s how to start building your nutrition-powered app.
Create an account on the Passio website to start building your app with our Nutrition-AI SDK or REST API.
Obtain your unique API key on your account portal to authenticate and access Passio’s AI capabilities.
Nutrition-AI Hub supports multiple platforms including iOS, Android, Flutter, React Native, and the REST API for web or backend apps.
Familiarize yourself with our extensive documentation and view our Figma design references to help you launch fast.
Add the Nutrition AI SDK to your app using our provided integration guides & documentation.
Run tests, refine performance, and launch your app in days with the features you choose.
Loki Bright
Founder, Company
Choose the plan that fits your app and start building with Nutrition-AI today.
Starter
/ month
Tailored to small-scale applications preparing to grow. (for 1-50 users)
Features
Access food database REST API
Access to Nutrition-AI Advisor API
Code snippets and quick start app
Detailed documentation
Optional auto-credit refills as required
Figma Content Package
Optional auto-credit refills as required
Dedicated Slack channel for support
Dedicated integration support
Design customization support
Token & Usage
10M tokens included
$2.50 per 1M tokens
$2.50 per additional 1M tokens
10-30 MAUs supported
Growth
/ month
Tailored to existing apps with a growing user base. (for 100-750 users)
Features
Access food database REST API
Access to Nutrition-AI Advisor API
Code snippets and quick start app
Detailed documentation
Optional auto-credit refills as required
Figma Content Package
Optional auto-credit refills as required
Dedicated Slack channel for support
Dedicated integration support
Design customization support
Token & Usage
150M tokens included)
$2.00 per 1M tokens
$2.50 per additional 1M tokens
150 - 500 MAUs supported
Pro
/ month
For businesses with high volume requirements. (for 1,000-10,000 users)
Features
Access food database REST API
Access to Nutrition-AI Advisor API
Code snippets and quick start app
Detailed documentation
Optional auto-credit refills as required
Figma Content Package
Optional auto-credit refills as required
Dedicated Slack channel for support
Dedicated integration support
Design customization support
Token & Usage
2,000M tokens included
$1.50 per 1M tokens
$2.50 per additional 1M tokens
3,000 - 8,000 MAUs supported
For more details see our pricing and token usage
We offer tailored solutions for larger enterprise companies who have higher volume requirements for over 50,000 Active Users.
Custom Features
Everything in the Pro Package
Additional volume discounts on tokens
Hands-on integration support
Custom implementations & features
Find answers to common questions about Nutrition-AI Hub, including pricing & usage tips.
What is the cost per user? Can I limit the cost per user?
Costs per user will vary depending on usage. You can use the calculator provided on Passio's account portal to estimate token usage.
For example, if a user sends one photo to the API for analysis, it will result in 5k tokens spent from the account. So while costs can vary, we estimate that an average user logging meals regularly for one month would utilize around 250k tokens.
To manage costs, you can limit usage to a fixed amount by engineering your app with token limits. For instance, you could limit a free user to 80k - 100k tokens and then ask users to pay once they reach that limit. This approach allows you to demonstrate value to users while keeping your cost between 1 to 10 cents per user.
What are tokens, and how are they used in the Passio Hub plans?
Tokens are used to quantify the usage of Passio services. Each action, such as an API request, Vision AI request, Text AI request, or Chat Message request, consumes a specific number of tokens. The monthly plans include a set number of tokens, and users can purchase additional tokens if they exceed their monthly limit.
What is a token in the context of AI processing?
A token is a unit of measurement used in AI processing to represent pieces of input or output data. For example, when you send text to an AI, the words and punctuation are broken down into tokens, which the AI then processes.
How does token pricing work for your AI services?
Our token pricing is designed to be simple and predictable. We roll the input and output token costs into a single average value. This consolidated price also covers additional costs, such as Passio API usage, ensuring a consistent billing platform. This approach allows us to update and improve our AI models without needing to change our pricing structure.
What happens if I exceed the monthly token limit included in my plan?
If you exceed the monthly token limit included in your plan, our billing portal allows you to configure an automatic refill option. By default, this setting is enabled on your account. When enabled, if you make a request to the API and dont have enough tokens, you will automatically be billed at a rate of $2.50 per million tokens to top up the number of tokens you have set.
For example, if your refill amount is set to 2 million tokens, you will be charged $5.00 and gain 2 million more tokens.
There are no volume discounts on refills, but you can manually purchase additional tokens at any time through the dashboard. If the automatic refill option is turned off and you run out of tokens, the service will stop responding until more tokens are added.
How do I calculate the number of tokens needed for my application?
To calculate the number of tokens needed for your application, you can use the "Calculate Usage & Pricing" tool on the pricing page. By adjusting the sliders for the number of users, API requests, Vision AI requests, and Text AI requests, you can estimate your total token usage and corresponding costs.
Can I upgrade or downgrade my subscription plan at any time?
Yes, you can upgrade or downgrade your subscription plan at any time to better suit your usage needs. This flexibility allows you to adjust your plan based on changes in your application's user base or feature set.
What is included in the REST API access for the food database and Nutrition Advisor?
The REST API is essential for the mobile SDK to gather all necessary food information and is required for the SDK to function. The API offers a wide range of capabilities, including:
This comprehensive access ensures that you can fully leverage the capabilities of our food database and Nutrition Advisor in your applications.
What are the volume discounts, and how do they affect my monthly cost?
Volume discounts are applied based on the number of tokens you use. The rate per million tokens decreases as your usage increases, as follows:
These discounts can significantly reduce your monthly cost if you have high token usage. Volume discounts are not applied on refills.
How does the auto-credit refill option work, and is it mandatory?
Our billing portal allows you to configure an automatic refill option, should you exceed the monthly token limit included in your plan. By default, this setting is enabled on your account. When enabled, if you make a request to the API and dont have enough tokens, you will automatically be billed at a rate of $2.50 per million tokens to top up the number of tokens you have set.
For example, if your refill amount is set to 2 million tokens, you will be charged $5.00 and gain 2 million more tokens.
There are no volume discounts on refills, but you can manually purchase additional tokens at any time through the dashboard. If the automatic refill option is turned off and you run out of tokens, the service will stop responding until more tokens are added.
What is the Mobile app SDK quick-start app, and how can it benefit my application?
The Mobile SDK Quick-Start App is a demo provided by Passio that gives you a reference on how you could integrate our SDKs and REST API into your mobile application quickly and efficiently. It includes sample integrations and reference implementations to help developers understand setup and best practices.
How can I estimate my monthly cost using the provided calculator?
To estimate your monthly cost, use the "Calculate Usage & Pricing" tool on the pricing page. Adjust the sliders for the number of users and various types of requests to see an estimate of your token usage. The tool will then provide a recommended plan and estimate the total monthly cost, including any overage charges if applicable.
Is there a free trial or a way to test the service before committing to a plan?
Currently, we do not offer free trials. Upon purchasing, you will be billed immediately for the token credits. This pricing model ensures we can cover the necessary costs required to serve your needs and maintain the high-quality service you expect.
Are there any limits to the number of users I can have in my application?
There are no strict limits to the number of users you can have. However, your token usage will increase with the number of users, so you should select a subscription plan that accommodates your user base and expected usage.
How secure is my data when using Passio Hub's services?
Passio Hub takes data security seriously. Data processed via the cloud-side recognition is handled with strict security measures to ensure privacy and protection. On-device recognition keeps the data local to the device, providing an additional layer of security by not transmitting photos to the cloud.
What measures enable people to exercise their data privacy rights (information, access, erasure, modification, etc.)?
Our standard setup does not store data that can identify the user in any way. Consumers of our SDK might store that data, but Passio does not. The SDK might cache the license key for faster authentication, everything else is just used for the nutritional data.
We do not store this data, but the data is transitioned to our LLM that could be a third party LLM such as GPT. As a technology provider we rely on and require our customers to ensure no personal data is transferred to Passio.
