The Top 11 ChatGPT Alternatives You Can Try Today
Since its public launch in late 2022, ChatGPT has taken the world by storm. Developed by OpenAI, ChatGPT is an advanced AI conversational agent with the ability to understand and generate human-like text. With an endless range of applications, it’s not surprising that ChatGPT is already the fastest-growing web application ever, reaching 100 million users in just two months.
If you want to know more about the potential of ChatGPT for data science, we have prepared a tutorial on using ChatGPT for data science projects. Equally, if you want to get your hands dirty on all types of use-cases, we highly recommend you check our Introduction to ChatGPT course.
ChatGPT is the most prominent and most successful generative AI tool. However, this is only the tip of the iceberg. Many next-generation AI tools are fuelling the current AI revolution. And as we will show below, there are good reasons to consider them as an alternative to ChatGPT.
This article provides a select list of some of the best 11 ChatGPT alternatives. Expanding from our previous post on the Generative AI Tool Landscape, we will focus on ChatGPT alternatives that can help you with a wide range of tasks. Also, if you are interested in open-source alternatives to the GPT API, check out our 12 GPT-4 Open-Source Alternatives. Let’s start!
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1. Microsoft Copilot
ChatGPT was developed by OpenAI with funding and support from Microsoft. Following the successful launch of the tool, Microsoft took a significant step in the AI revolution by integrating ChatGPT’s capabilities into its AI companion, Microsoft Copilot.
Microsoft Copilot, previously referred to as Bing, is now an AI companion powered by GPT-4, a next-generation LLM that is considered more advanced than its predecessor GPT-3.5, which powered ChatGPT. It also integrates a text-to-image LLM. This allows Copilot to embrace multimodality, meaning it can answer users’ questions with text and images.
One of the features of Copilot AI is multimodality. Source: Microsoft
Designed as an interactive chat experience, the key benefit of Copilot is its ability to provide up-to-date results with cited sources to ensure credibility. Also, Copilot is available for free. However, there is a limited number of prompts you can make in a session, and sometimes you can encounter slow speed. Also, as with any other LLM, Copilot can sometimes provide inaccurate and biased results.
2. Google Gemini (Formerly Known as Google Bard)
Perhaps the main competitor to ChatGPT is Google Gemin, a suite of advanced AI models by Google DeepMind, designed to handle both text and images, integrating a memory system and APIs for real-time data access. It is versatile, supporting applications that require complex AI capabilities, such as conversational agents and multimodal tasks.
We've already looked at a comparison of Gemini's previous iteration, Bard, and ChatGPT. You can also check out our article on the potential of Bard for data science projects.
3. Claude 3.5 Sonnet
Claude 3.5 Sonnet is an advanced language model developed by Anthropic, designed to handle complex language tasks with enhanced efficiency and context understanding. Known for its nuanced reasoning capabilities and focus on ethical AI, it stands out for its ability to deliver coherent and detailed responses. Ideal for diverse applications, it balances innovation with safety in generating conversational and creative outputs.
Claude 3.5 Sonnet can also be used by developers through its its API. To learn more, read this Claude 3.5 Sonnet API tutorial.
4. Perplexity
Using the OpenAI API, Perplexity AI is an excellent alternative to ChatGPT. Designed following a minimalist interface, Perplexity offers a great conversational experience. You don’t even have to create an account to use its free version, which is powered by Claude 3 Haiku. A 'Pro' version offers access to GPT-4 and various other abilities.
Perplexity is essentially an AI-powered search engine and conversational assistant that provides direct answers to queries by summarizing and citing relevant information from the web. Furthermore, Perplexity is conceived to address the authenticity and copyright problems of ChatGPT, providing source cites in all its answers. Check, for example, its reply when we ask what Datacamp is.
Source. Perplexity AI
Finally, Perplexity also comes with a Pro version powered by GPT-4. The premium subscriptions include Copilot, an interactive search assistant that asks you clarifying questions to guide the AI search process and find the best answer for you.
5. HuggingChat
HuggingChat, developed by Hugging Face, is an open-source alternative to ChatGPT that stands out for its transparency and customizability. Designed as a versatile conversational agent, HuggingChat is built on top of open-source large language models like OpenAssistant's LLaMA-based models and can be tailored to specific use cases by organizations and developers. It's core features are:
- Customizable: Developers can fine-tune HuggingChat using their own datasets, making it highly adaptable for industry-specific tasks.
- Open-source: Unlike proprietary tools, HuggingChat provides full access to its code and model architecture, fostering innovation and trust.
- Privacy-friendly: Data isn't locked into a single company, as users can self-host HuggingChat or integrate it with private infrastructure.
- Integration-ready: HuggingChat can be deployed via APIs or embedded into existing systems for customer support, content generation, or educational applications.
HuggingChat is an excellent option for developers, researchers, and organizations that prioritize transparency and need complete control over their AI tools. Additionally, its active community ensures continuous improvements and cutting-edge features.
However, while HuggingChat is powerful, it relies on open-source models, which may not match the fine-tuned capabilities of proprietary solutions like GPT-4 in certain scenarios. Performance also depends heavily on the resources and data used for deployment.
6. ChatSonic
Branded as a conversational AI that addressed the limitations of ChatGPT, ChatSonic is a solid alternative for those interested in content creation and creative tasks.
The latest version of ChatSonic is powered by GPT-4 and Google Search, which can give you up-to-date information. It also offers multimodal replies and customized answers based on avatars.
ChatSonic allows multimodality and customized answers based on avatars. Source. ChatSonic
However, contrary to ChatGPT, the interface can be a bit complex and saturated. Also, the conversation can be slow, and ChatSonic can lose focus on an exchange after several prompts.
The tool brands itself as a free alternative to ChatGPT. While there is a free version, it is quite limited, with only 10.000 words per month. If you want to leverage its full potential, you have to pay for a subscription.
7. Poe
ChatGPT, Bing, or Bard are great tools, but each has strengths and weaknesses. Wouldn’t it be great to have all these chatbots in the same place, so you can seamlessly switch between them? That’s the idea behind Poe.
Developed by Quora, Poe uses state-of-the-art models like GPT-3.5-Turbo, GPT-4, Claude +, LlaMA 2, PaLM, and many other large language models (LLMs). Further, it allows you to create personalized chatbots using initial prompts.
Poe is fast, easy to use, and provides accurate answers based on prompts that can be passed through different chatbots as if you were sending the same message to different friends on WhatsApp.
Poe’s mobile app looks like a standard messaging app. Source: Quora
Although Poe includes a free version, you have to purchase the premium version to use all the available AI models without limit.
8. Pi
Designed by Inflection AI, Pi is a personal AI assistant designed to be supportive, smart, and always available. Pi stands for “personal intelligence” and has been designed to orient its behavior toward users' unique interests.
Source: Inflection
In many ways, Pi is one of the most innovative alternatives to ChatGPT. First, it’s clearly oriented to smartphones. It’s available on several popular platforms, including WhatsApp, Facebook, and Instagram, and has its own iOS app. It is also available through its website. Second, you can speak to Pi instead of just chatting using one of its charming and comforting voices.
However, Pi is still nascent in development. It can suffer hallucinations and may not be capable of answering complex questions. It also struggles with languages other than English. Moreover, for now, it doesn’t yet know about events after November 2022. Finally, Pi is currently only available for Apple, so Android users must wait.
9. Amazon CodeWhisperer
Another tool in the realm of AI coding assistants like GitHub Copilot is Amazon CodeWhisperer. Trained with a vast corpus of open-source code and code hosted in Amazon servers, CodeWhisperer helps developers with coding recommendations, security checks, and much more.
As an Amazon product, CodeWhisper is particularly well-suited for developers working with Amazon services, although it can also be used in popular integrated development environments IDEs), like JupyterLab, VS Code, and PyCharm, and performs remarkably well with Python, Java, and JavaScript. Another great point is that CodeWhisperer can be used for free by developers across the world.
Finally, it’s also worth mentioning that CodeWhisperer provides source citations for generated code suggestions, which is great for providing attribution and enhancing security.
Amazon CodeWhisperer provides references when making code suggestions. Source: Amazon
By contrast, compared to GitHub Copilot, Amazon CodeWhisperer supports a narrower range of programming languages and has limited integration options.
10. Jasper AI
If you are working in marketing, SEO, or any related field, Jasper AI is one of the best options. Designed by Jasper, an on-brand AI platform for businesses, Jasper AI is a conversational AI chatbot that can help you in a wide variety of content creation tasks, such as writing blog articles, brainstorming title ideas, editing emails to adopt a certain tone, or writing love letters.
Powered by a mix of the best-in-class LLMs, including OpenAI's GPT-4, Claude, and Google's models, Jasper AI is capable of learning and adapting to your voice in order to keep the tone of your brand consistent. It’s a highly efficient assistant that can help you write complete pieces in a matter of seconds, thanks to its high-quality templates designed for over 50 different use cases. Another great point of Jasper AI is that it’s been trained in more than 30 languages, thereby allowing you to launch marketing campaigns in multiple countries.
Source: Jasper AI
While Jasper AI is a great tool for content creation, it can struggle with more technical questions. Also, users have reported that the generated replies can sometimes be generic and repetitive and always requires fact-checking. Finally, and unfortunately, there isn’t a free version of Jasper, which comes with several plans starting at $39/month.
11. DataLab
Last but not least, let’s talk about the DataLab AI assistant. We have recently introduced an AI coding assistant in our data science notebook, DataLab. Designed with data democratization in mind, DataLab initially gained traction among learners building portfolios for their data science careers. It became a valuable tool for team collaboration and organizational learning across various industries as it evolved.
With the new AI Assistant, DataLab aims to make data science even more accessible and productive for data practitioners. This includes the "Fix Error" button, which not only corrects code errors but also explains them, making it the perfect tool in learning environments. The “Generate Code” feature allows you to generate code based on natural language queries and answer key questions about a dataset. Additionally, the AI Assistant provides intelligent suggestions based on existing code and context, making code writing smarter and more efficient.
How the DataLab AI Assistant works. Source: DataCamp
Available on free and paid DataLab plans, the AI Assistant promises a more seamless integration into the tooling stack of modern data scientists, empowering anyone working with data to make informed decisions. You can try it out here!
ChatGPT Alternatives Overview
Here is a table with a summary of the best 11 ChatGPT alternatives:
Name | Created by | Main function | Pros | Cons |
---|---|---|---|---|
Bing AI | OpenAI and Microsoft | AI-based search engine | Powered by GPT-4, Up-to-date information, Free, Multimodality | It may throw inaccurate results, Limited number of prompts per session |
Google Bard | AI-based search engine | Powered by PaLM 2 model, Up-to-date information, Good for coding tasks, Free | It delivers only a fraction of its potential, Overall, lower performance compared with ChatGPT | |
Claude | Anthropic | AI chatbot designed to be helpful, honest, and harmless | High performance in multiple domains, Trained in AI ethics values | No free version, Cannot provide up-to-date replies |
Perplexity | Perplexity AI | Open-source LLM for AI research | Provides sources and references, Excels in a wide variety of tasks, Minimalist interface, Free version, Copilot mode for premium users | It may provide inconsistent responses, Limited problem-solving capabilities, It may mix up information from different sources |
HuggingChat | Hugging Face | Open-source conversational agent | Fully customizable, Open-source, Privacy-friendly, Can be self-hosted, Integration-ready for various use cases | Relies on open-source models (may lack fine-tuned capabilities of proprietary solutions), Performance depends on deployment resources |
ChatSonic | WriteSonic | Conversational AI chatbot built to address the limitations of ChatGPT | Powered by GPT-4, Multimodality, Customized replies, Free version | Premium plan for advanced use, Confusing interface, Slow speed |
Poe | Quora | Universal chatbot combining several LLMs | An all-in-one app for popular AI tools, Fast performance, Change between chatbots with one click | Free version with limited capabilities, Costly premium version |
Pi | Inflection | Personal AI assistant | Smartphone-oriented, Talking capabilities, Adaptable behavior based on users | Difficulties to answer complex questions, May experience hallucinations, Not available for Android |
Amazon CodeWhisperer | Amazon | AI coding assistant | High performance in popular programming languages, Provides code references and licenses, Free | Lower performance with less popular programming languages, Trained with code of only a few programming languages |
Jasper | Jasper | AI writer and AI marketing co-pilot | Ideal for content creators and marketers, 50+ Ready-to-use templates, Trained on 30+ languages | No free plan, Struggles with technical questions, Sometimes its replies are generic and repetitive, Requires fact-checking |
DataLab | DataCamp | AI coding assistant | Easy to use, Ideal for data practitioners, Applicable to all data science programming languages, Available on free tier | Like all large language models, may experience hallucinations |
Choosing the Best ChatGPT Alternative
We hope you enjoyed our list of the best 11 AI ChatGPT alternatives. The AI industry is booming, and new generative AI models are reaching the market daily.
We’re living in exciting times, but with such an increasing catalog of options, it can be difficult to decide which one to go for. As we explained, each model comes with strengths and limitations. Trying them and reading users’ reviews is the best way to understand better what is more suitable for your needs and your pocket.
At DataCamp, we are doing our best to provide you with relevant courses, tutorials, and other materials to help you navigate the AI revolution. Check out our resources and start your journey today to become a next-generation data practitioner:
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I am a freelance data analyst, collaborating with companies and organisations worldwide in data science projects. I am also a data science instructor with 2+ experience. I regularly write data-science-related articles in English and Spanish, some of which have been published on established websites such as DataCamp, Towards Data Science and Analytics Vidhya As a data scientist with a background in political science and law, my goal is to work at the interplay of public policy, law and technology, leveraging the power of ideas to advance innovative solutions and narratives that can help us address urgent challenges, namely the climate crisis. I consider myself a self-taught person, a constant learner, and a firm supporter of multidisciplinary. It is never too late to learn new things.
FAQs
Why should I consider ChatGPT alternatives?
ChatGPT is only one of the many generative AI tools. Despite its popularity, it comes with limitations and weaknesses. Depending on your needs and budget, other options may be more suitable.
Is ChatGPT the best generative AI tool?
It depends on what you are looking for. ChatGPT is not bulletproof and has room for improvement. Depending on the use case, other tools may work better for you.
Is ChatGPT free?
Yes, although for state-of-the-art versions (GPT-3.5-Turbo and GPT-4), you have to pay a subscription.
What AI tool could help me complete coding tasks?
Popular AI coding assistants like DataCamp Workspace AI Assistant or Amazon CodeWhisperer are worth considering.
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