Calorie Tracker vs DreamShaper XL | Civitai
Dive into the comparison of Calorie Tracker vs DreamShaper XL | Civitai and discover which AI Image Generation tool stands out. We examine alternatives, upvotes, features, reviews, pricing, and beyond.
When comparing Calorie Tracker and DreamShaper XL | Civitai, which one rises above the other?
When we compare Calorie Tracker and DreamShaper XL | Civitai, two exceptional image generation tools powered by artificial intelligence, and place them side by side, several key similarities and differences come to light. There's no clear winner in terms of upvotes, as both tools have received the same number. Every vote counts! Cast yours and contribute to the decision of the winner.
Disagree with the result? Upvote your favorite tool and help it win!
Calorie Tracker

What is Calorie Tracker?
Calorie Tracker turns a meal photo into a calorie estimate using GPT-Vision. You upload an image of food through the web app, and it returns an estimated caloric count without manual database lookups. The tool runs on calorietracker.calstudio.com, part of the CalStudio platform formerly known as pmfm.ai. Account signup is required before you can submit images.
Most calorie apps maintain proprietary food databases and charge recurring subscriptions. Calorie Tracker instead analyzes whatever you photograph with vision models, and it asks you to supply your own ChatGPT API key for continued use. That bring-your-own-key setup keeps platform costs low but adds setup steps rivals like MyFitnessPal skip. You trade structured macro breakdowns for flexibility on homemade or uncommon dishes.
The workflow suits people who want quick ballpark calorie checks from photos rather than detailed nutrition logging. Dieters, casual meal trackers, and developers testing vision-based food tools can sign in with GitHub, Google, LinkedIn, or email. Support runs through a Discord channel linked from the app interface.
Credit purchases are available inside the app at $10 through the Buy Credits button. Your OpenAI API key is stored server-side and is not exposed in the browser, per the in-app prompt. There is no dedicated mobile app store listing; everything happens in the web browser.
DreamShaper XL | Civitai

What is DreamShaper XL | Civitai?
Discover the advanced capabilities of DreamShaper XL, now turbocharged for superior performance. The DreamShaper XL - Turbo DPMpp SDE is the latest Stable Diffusion Checkpoint from Civitai, engineered to enhance your generative modeling experience. This powerful model has been meticulously pruned to a lean 6.46 GB file size and comes with a Stability AI Non-Commercial Research Community License, ensuring its usage adheres to non-commercial research domain.
Built upon the robust SDXL Turbo base, the DreamShaper XL is adept at creating stunningly realistic results across a diverse range of styles including anime, art, photography, and more. The Turbo edition, optimized for use at a CFG scale of 2 and with 4-7 sampling steps, is best paired with the DPM++ SDE Karras or Normal samplers. With a no-refiner requirement, this model facilitates high-resolution fixes and tiled upscaling, simplifying the workflow for creators.
Additional galleries, style comparisons, and workflow tips are freely accessible, providing users with the tools needed to leverage the full potential of the Turbo version. The platform also encourages community support through likes, Patreon contributions, and coffee donations, as a token of appreciation for the continuous updates and enhancements.
Calorie Tracker Upvotes
DreamShaper XL | Civitai Upvotes
Calorie Tracker Top Features
Upload a food image and GPT-Vision returns an estimated calorie count
Sign in with GitHub, Google, LinkedIn, or email before using the app
Requires your own ChatGPT API key stored server-side, not exposed in the browser
In-app credit purchases at $10 through the Buy Credits flow
Hosted on calorietracker.calstudio.com as a CalStudio-built web app
DreamShaper XL | Civitai Top Features
⚡ Turbocharged Performance: Faster and more efficient image generation for high-quality results.
🎨 Versatile Style Support: Creates images in anime, art, photography, and many other styles.
🔧 No Refiner Needed: Simplifies workflow by enabling direct high-resolution fixes and tiled upscaling.
📚 Extensive Resources: Access galleries, style comparisons, and tutorials to improve your output.
🤝 Community Support: Engage with updates and support development via Patreon and donations.
Calorie Tracker Category
- Image Generation
DreamShaper XL | Civitai Category
- Image Generation
Calorie Tracker Pricing Type
- Freemium
DreamShaper XL | Civitai Pricing Type
- Freemium
