GPT Lab vs Flatlogic: Which is better?

Streamlit is a web application framework designed to create and deploy data science and machine learning applications easily. It simplifies the development process for data scientists, enabling them to build complex, data-rich apps without proficiency in web development.With Streamlit, developers can easily convert their Python scripts into interactive and shareable web applications in real-time. It offers an intuitive, flexible interface, allowing developers to quickly create and customize apps. It also has built-in widgets, visualizations, and APIs that data scientists can use to quickly interact with their data.Streamlit offers a cloud-based platform, which makes it easy to host applications without the need for setting up a server. Its collaboration features allow multiple users to work on the same app simultaneously, making it ideal for remote teams.The tool is well-suited for data exploration, prototyping, and building proof-of-concepts for machine learning models and can be easily integrated with popular data science and AI libraries in Python.In summary, Streamlit is a user-friendly, open-source web application framework that simplifies the process of creating and deploying data science and machine learning apps. It is ideal for data scientists looking to create and share interactive, real-time applications, without the need for web development expertise.

View GPT Lab

Flatlogic

Flatlogic is an AI tool that enables users to create full-stack web applications using React, Angular, and Vue in just three steps. The tool offers various templates, including React templates and dashboards, Vue JS templates and dashboards, Angular templates and dashboards, and Bootstrap admin templates. The templates can be used to create solutions such as a bookkeeper accounting system, user management template, and eCommerce React template. Flatlogic generates the front-end, back-end, and database codebase of the web applications in minutes and saves users at least 250 hours on web application development time. The platform generates high-quality code covered by documentation and unit-tests and is connected to the user's GitHub repository enabling automatic code pushes to the live server. Flatlogic allows users to leverage the experience of its highly-rated professionals and their tools to deliver applications at a faster rate. Documentation, forum, blog, case studies, and feature lists are also available on the platform.

Key features

GPT Lab

Pre-trained AI Assistants: Users can interact with various pre-trained AI assistants in the Lounge, each designed for specific topics or roles.
Custom AI Creation: Users can create their own custom AI assistants by specifying prompts and model parameters in the Lab.
Privacy and Security: The application prioritizes user privacy by using hashed OpenAI API keys and encrypting chat transcripts.
User Ownership: Users retain ownership of the prompts they create within the platform, ensuring their intellectual property rights.
Multiple OpenAI Models: The application supports various OpenAI GPT models, allowing users to choose based on their specific needs and use cases.

Flatlogic

AI-Powered Development: The application utilizes an AI Software Development Agent to generate full-stack applications quickly, allowing users to describe their software needs in plain English and receive a working codebase in minutes.

GPT Lab vs Flatlogic: Which is better?

GPT Lab

View GPT Lab

Flatlogic

Key features

GPT Lab

Pre-trained AI Assistants: Users can interact with various pre-trained AI assistants in the Lounge, each designed for specific topics or roles.
Custom AI Creation: Users can create their own custom AI assistants by specifying prompts and model parameters in the Lab.
Privacy and Security: The application prioritizes user privacy by using hashed OpenAI API keys and encrypting chat transcripts.
User Ownership: Users retain ownership of the prompts they create within the platform, ensuring their intellectual property rights.
Multiple OpenAI Models: The application supports various OpenAI GPT models, allowing users to choose based on their specific needs and use cases.

Flatlogic

AI-Powered Development: The application utilizes an AI Software Development Agent to generate full-stack applications quickly, allowing users to describe their software needs in plain English and receive a working codebase in minutes.

Useful for

GPT Lab

Provides a platform for users to create and interact with custom AI Assistants, enhancing personalization and user engagement.
Offers a variety of pre-trained AI Assistants for different needs, such as relationship coaching, career advice, and general assistance, making it versatile for users.
Ensures user privacy and data security by using hashed API keys and encrypted chat transcripts, allowing users to interact with confidence.
Allows users to save and reuse favorite prompts as AI Assistants, streamlining the process of accessing specific functionalities without retyping.
Facilitates exploration of AI capabilities, enabling users to experiment with different models and parameters to tailor their AI experience.

Flatlogic

Rapid Development: The application allows users to generate production-ready full-stack apps in minutes, significantly reducing the time to market compared to traditional development methods.
Full Code Ownership: Users maintain complete ownership of the source code, enabling them to customize and modify their applications without vendor lock-in.
Seamless Deployment: The application automatically sets up and hosts the generated software on a cloud server, eliminating the need for manual configuration and setup.
AI-Enhanced Features: Built-in AI capabilities facilitate real-time data visualization and insights, helping users make informed business decisions quickly.
Customizability: Users can easily modify their applications at any time, ensuring that the software evolves alongside their business needs.

Use cases

GPT Lab

Interact with pre-trained AI Assistants for various topics, such as relationships, career advice, and personal support.
Create custom AI Assistants tailored to specific needs or interests, which can be accessed later or shared with others.
Use AI Assistants for entertainment, such as chatting with celebrity parodies or themed characters.
Seek guidance on personal development, decision-making, and wellness through specialized coaching AI Assistants.
Explore travel recommendations and insights from AI Assistants designed for adventure and exploration.

Flatlogic

Compliance Management Software: Build audit logs, evidence workflows, and approvals on a dedicated VM with real code ownership.
Healthcare App Builder: Generate patient intake, secure portals, RBAC, audit logs, and HIPAA-aware workflows with reporting and code ownership.
Custom CRM: Launch leads, contacts, deals, and reminders in a CRM codebase that can be extended by the team.
Custom ERP: Start with inventory, purchasing, approvals, and orders on infrastructure built for serious operations.
Appointment Scheduling Software: Generate booking calendars, availability rules, and reminders for scheduling software that the team can own.

Price

GPT Lab

GPT Lab is free to use, but users incur costs for interacting with OpenAI's GPT models, charged per API call.
Free trial API keys are limited to 3 requests per minute, which may not be sufficient for chatting with assistants.
Users are encouraged to upgrade to a pay-as-you-go API key by entering billing information for optimal usage.
Costs for API calls are relatively low, and users can monitor their usage and expenses through the OpenAI dashboard.
The backend infrastructure costs are currently covered by GPT Lab, and donations are appreciated through the "Buy Me a Coffee" link.

Flatlogic

Free Plan: $0.00/month; includes 5 credits per month, AI-powered app generation, 3 public apps, and only free templates; personal use only.
Pro Plan: $20/month; includes 25 credits per month, unlimited apps, private apps, and up to 50 bad AI implementations refundable; accumulative credits.
Enterprise Plan: Custom pricing; includes custom credits allocation, dedicated hosting, priority support, and custom app features.
AI Model Costs: Rates vary from $0.00 to $5.00 per 1M tokens for different models, with specific costs for prompt and completion usage.
Sandbox VM Options: Daily billing; prices range from $0.10/day for 2 vCPU + 1 GB memory to $0.40/day for 2 vCPU + 4 GB memory.