ChatGPT is amongst the most remarkable inventions of Open AI. The AI chatbot interacts with users in a human-like language. The chatbot performs various tasks, making it distinct from other chatbots in the market. For instance, it can solve problems, compose music, and translate text into languages.
Conversely, many companies have joined the race to provide AI-powered tools to compete with ChatGPT. This makes users think of which language model is the best.
This guide provides a comprehensive comparison of the AI-language models in the market. If you are curious to know the same, keep reading!
The growing AI language model market
A few years back, the invention of AI chatbots surprised everyone. However, nowadays, giant tech companies are working hard to develop powerful and more capable AI language models to help humans worldwide. These language models perform various tasks like interacting with users, providing translations, generating text, composing poems, etc.
AI-based chatbots are linked to social media platforms like Facebook, Instagram, Twitter, etc., that assist users in chatting with others. You can also find voice search engines that recognize your speech and provide results accordingly.
ChatGPT was released in November 2022 by Open AI. This invention has amused millions of internet users with its impressive functionalities. Other platforms, like ChatSonic, Google’s Bard, Transformer XL, etc., are adding to the growth of the AI language models.
Comparing ChatGPT with its competitors
ChatGPT has several competitors in the market. Many AI-based chatbots provide similar features giving tight competition to Open AI’s new product. For example, Google’s Bard, Chatsonic, and Neuroflash provide AI functionalities like ChatGPT.
However, these language models are trained using different learning methods. Their results may also vary for a given input. In the following section, you’ll find a detailed comparison of ChatGPT with its competitors, depending on various factors.
Overview of Key Players
Tech companies have deployed various AI language models in the market. These tools use natural language processing and machine learning techniques to interact with humans. This section provides an overview of the major players in the AI chatbots industry:
ChatGPT is an AI-based chatbot released by Open AI in November 2022. The tool is trained using Open AI’s GPT-3 language model. This tool answers every question you ask in a conversational language. The model uses supervised and non-supervised learning methods, which help it generate accurate and faster responses.
You can use ChatGPT for translation, text generation, music composition, solving maths problems, coding, etc. The model refers to its dataset to produce responses.
However, ChatGPT is a new project. So, the responses generated might lack accuracy. It may also generate offensive, sexually explicit, and inappropriate content.
Google’s BERT and GPT-3 competitors
Google has announced a new language model BERT (Bidirectional Encoder Representations from Transformers). It uses transformer-based architecture and a machine-learning model that produces natural language text.
Like ChatGPT, BERT produces human-like responses for every question. It also completes texts and analyzes sentiments. BERT is trained using many datasets, so it cannot handle complex languages like ChatGPT.
IBM’s Watson Assistant
Another player in the AI industry is IBM’s Watson Assistant. While not a text generation tool like ChatGPT, IBM’s Watson Assistant is used to improve the customer experience. This chatbot can be integrated into any website to generate responses to customer queries.
Watson’s assistant uses natural language processing and machine learning to learn how to respond to customers. This assistant replaces the traditional chatbots that fail to provide AI-based answers. The AI functionalities allow the assistant to provide accurate and faster responses.
The features and working processes of different AI-based tools are similar. However, an in-depth analysis is required to know the best tool. Below is a comparative analysis of different AI tools.
Performance and accuracy
ChatGPT and Google’s BERT are new projects. The responses provided by both tools may lack accuracy. However, if you compare the results of both tools, you’ll notice that Google’s BERT produces slightly better results than ChatGPT. One of the reasons behind this is that BERT is trained using many datasets. This allows it to produce accurate results.
Again, ChatGPT produces results based on its database trained in 2021. Alternatively, Google’s BERT produces real-time results.
Scalability and integration
ChatGPT requires immense computational power to produce answers. This makes it hard to integrate ChatGPT with every software or chatbot in the market. It also limits the power to scale this software for incorporation into large businesses. Additionally, Google’s BERT is in its beta testing phase. So, nothing can be said about its scalability and integration. However, it is assumed that this software can smoothly handle huge traffic.
Cost and pricing models
ChatGPT is available for free. However, the free version has some limitations. If you want access to all its features, you need to purchase its subscription costing $20 per month. Google’s BERT is currently free for its users. However, the platform might start charging subscription fees in the future.
Use Case Scenarios
AI tools can be used in various websites and software to improve the customer experience. Businesses can integrate these platforms into their websites to respond to customer queries. Some use case scenarios of AI tools are mentioned below.
Customer support and chatbots
ChatGPT and BERT can be integrated with businesses to generate automated responses whenever a customer asks a question. It can also provide 24/7 customer support and give more accurate responses than traditional chatbots. They can be integrated into social media chatbots to help users chat with friends, provide suggestions, etc.
Content creation and editing
One of the major purposes of AI-based tools is to generate content. These tools can complete text, generate responses, and help edit content. They can provide grammatical suggestions and correct errors in writing.
Data analysis and insights
Analyzing data is one of the most tedious tasks, especially when the text is large. However, with AI tools, you can effortlessly extract useful information from a large piece of text. The tool can also summarize the text or highlight key points from it.
The battle of AI will last longer since more tech companies are showing interest in producing AI tools. ChatGPT is a powerful model, but the market is welcoming other similar models, of which Google’s BERT is one of them. Both ChatGPT and BERT have several helpful features. However, while ChatGPT already dominates the market, BERT is in its beta phase.