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Comparative Analysis of AI Chatbot Subscriptions: Google Gemini, OpenAI ChatGPT, and Meta AI

GOOVER DAILY REPORT September 9, 2024
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TABLE OF CONTENTS

  1. Summary
  2. Overview of AI Chatbot Subscriptions
  3. Comparative Performance Analysis
  4. Evaluation of Specific Use Cases
  5. Conclusion
  6. Conclusion

1. Summary

  • This report provides a detailed analysis of three AI chatbot subscriptions: Google Gemini, OpenAI ChatGPT, and Meta AI. It aims to assist users in selecting the most suitable chatbot by comparing their performance in various tasks such as coding, natural language understanding, creative text generation, and more. Key findings include Gemini's superior functionality for tasks like creative text generation but inconsistent performance in coding, ChatGPT's strong natural language and reasoning capabilities, and Meta AI's overall consistency and reliability, particularly in math problem-solving and programming tasks. Subscription plans and pricing for all three services, as well as their core features and general user benefits, are also discussed.

2. Overview of AI Chatbot Subscriptions

  • 2-1. Subscription Plans and Pricing

  • As of early February 2024, Google offers access to its Gemini Advanced chatbot for $20 a month. This pricing aligns with that of OpenAI's ChatGPT Plus, which also sells for $20 a month. Microsoft offers a similar subscription for its Copilot Pro, which is powered by ChatGPT-4, at the same price point. The document suggests that many users might find the free versions of these chatbots sufficient for their needs, particularly for casual tasks.

  • 2-2. Key Features of Gemini Advanced

  • Gemini Advanced includes access to Google's AI model, Gemini Ultra 1.0, as part of its $20 per month subscription plan. Additionally, it offers benefits such as a Google One subscription, which provides users with 2 terabytes of cloud storage. Google is also expected to integrate Gemini with its Gmail and Docs services, enhancing its functionality. A new model, Gemini Pro 1.5, was announced but is not yet publicly available.

  • 2-3. Key Features of ChatGPT Plus

  • ChatGPT Plus, powered by GPT-4 and Dall-E 3, offers a user-friendly transition for those familiar with ChatGPT. Unlike Gemini Advanced, ChatGPT Plus does not offer ancillary benefits like cloud storage. However, it features the GPT store, which allows users to build and share custom versions of ChatGPT tailored for specific situations.

  • 2-4. General Usage and Benefits for Casual Users

  • The report emphasizes that most casual users find the free versions of AI chatbots like ChatGPT and Gemini sufficient for creating emails and other everyday tasks. Users who require advanced features or have specialized needs, such as coding, may find value in the subscription options like Gemini Advanced and ChatGPT Plus. However, the report cautions users to critically evaluate the outputs from these chatbots, as previous tests have revealed inaccuracies.

3. Comparative Performance Analysis

  • 3-1. Coding Proficiency

  • Both Google Gemini and OpenAI's ChatGPT were tasked with writing a simple Python program to serve as a personal expense tracker. Gemini produced a fully functional script that not only tracked expenses by category but also included extra functionality and granular reporting options. This prompted the conclusion that Gemini excelled in this area.

  • 3-2. Natural Language Understanding

  • In a test involving a Cognitive Reflect Test question about the pricing of a bat and a ball, ChatGPT and Gemini both arrived at the correct answer. However, ChatGPT displayed its workings more clearly, which helped it take the win in this category.

  • 3-3. Creative Text Generation

  • The third test involved creative text generation where both chatbots were asked to write a short story set in a futuristic city. Their stories were well-received, but Gemini's adherence to creative elements and thematic consistency ultimately led it to win this comparison.

  • 3-4. Reasoning and Problem-Solving

  • Using a classic logic puzzle involving two doors guarded by a truth-teller and a liar, both chatbots provided the correct answer. However, ChatGPT's explanation was noted as being slightly more detailed and clearer, thus securing it the victory in reasoning capabilities.

  • 3-5. Simplifying Complex Ideas

  • In an 'Explain Like I'm Five' test wherein both chatbots were asked to simplify an explanation about airplanes, both received positive feedback. However, Gemini's structured bullet-point approach was noted as engaging, which allowed it to secure the win.

  • 3-6. Ethical Reasoning

  • For ethical reasoning, both chatbots addressed a scenario involving an autonomous vehicle faced with a moral decision. Though both outputs suggested ways for decision-making, Gemini was recognized for presenting a more nuanced understanding, leading it to be selected as the winner.

  • 3-7. Translation Skills

  • The translation test involved translating content about Thanksgiving into French, with both chatbots demonstrating strong capabilities. Ultimately, Gemini was praised for offering greater cultural nuance in its translation, thus emerging as the winner.

4. Evaluation of Specific Use Cases

  • 4-1. Email Writing

  • All three AI chatbots, Meta AI, OpenAI's ChatGPT, and Google Gemini, successfully generated a well-written email for a project extension request. Each responded in a polite and professional template style, allowing for personalization by the user.

  • 4-2. Recipe Generation

  • When requested to provide a recipe for chili, all three chatbots delivered accurate and thorough recipes with slight variations. Notably, both Meta AI and Google Gemini included citations and links to the sources of their recipes, enhancing trustworthiness. In contrast, ChatGPT did not provide source information, raising concerns about potential plagiarism and reliability for novice cooks.

  • 4-3. Summarizing News

  • For a prompt requesting a bulleted list of the latest news, all three chatbots were capable of providing quick responses. However, the sourcing quality varied. ChatGPT and Meta AI included direct links to cited news outlets, while Google Gemini mentioned news sites but failed to provide direct links, which limits traceability.

  • 4-4. Solving Math Problems

  • In solving two sets of math problems, the chatbots demonstrated their capabilities differently. Meta AI successfully provided correct final answers, while ChatGPT began solving the problems but did not provide the final results. Gemini also worked through the problems without giving specific numeric answers. Meta AI was rated the best for math problem-solving.

  • 4-5. Conducting Mock Interviews

  • For the mock interview prompt, all three chatbots simulated an interview scenario effectively. Each chatbot produced plausible questions and answers, serving as useful starting points for users preparing for interviews. Their differing approaches yielded strong results overall.

  • 4-6. Programming Tasks

  • In response to a prompt for creating a complex tic-tac-toe game in HTML and JavaScript, both Meta AI and ChatGPT supplied complete and accurate code in the requested programming languages. Google Gemini provided JavaScript but mistakenly offered CSS instead of HTML, demonstrating inconsistency in coding tasks. Therefore, Meta AI and ChatGPT are preferable for programming tasks.

5. Conclusion

  • 5-1. Overall Performance Rankings

  • The analysis reveals that Meta AI generally outperforms Google’s Gemini and OpenAI’s ChatGPT in terms of consistency and reliability, particularly in math problem-solving and programming tasks. Specifically, Meta AI secured victories in five out of nine performance tests, indicating its strengths across various applications.

  • 5-2. Strengths and Weaknesses of Each Chatbot

  • Google Gemini excels in creative text generation and adaptability, occasionally providing more nuanced responses than its competitors. However, it has been found to rank lower in critical areas, such as reliability and math problem-solving. OpenAI's ChatGPT shows notable strengths in natural language understanding and reasoning, outperforming Gemini in clear logical problem-solving. Conversely, it was less reliable in certain programming tasks compared to Meta AI.

  • 5-3. Implications for Users

  • For users seeking consistent performance in tasks such as coding and problem-solving, Meta AI is recommended due to its superior reliability. Those prioritizing natural language capabilities may find ChatGPT suitable. Gemini, while advanced, may not consistently meet user needs, thereby requiring careful consideration based on specific task requirements.

  • 5-4. Insights on the Evolving Landscape of AI Chatbots

  • The comparative analysis underscores the competitive and rapidly evolving landscape of AI chatbots, driven by the innovations introduced by these three leading companies. As advancements continue, it is crucial for users to stay informed about changes in performance metrics and capabilities to optimize their choices in AI chatbot subscriptions.

6. Conclusion

  • The analysis reveals that Meta AI generally outperforms both Google Gemini and OpenAI ChatGPT in terms of consistency and reliability, especially in math problem-solving and programming tasks. ChatGPT excels in natural language understanding and reasoning, offering clear and logical problem-solving explanations. Meanwhile, Google Gemini stands out in creative text generation and its flexible adaptability but shows inconsistencies in critical areas such as coding accuracy. The findings underscore the growing competitiveness in the AI chatbot market, highlighting the need for users to choose a subscription based on specific task requirements. Despite some limitations, each chatbot presents unique advantages that cater to different user needs. Furthermore, the evolving landscape of AI chatbots suggests that staying updated on performance metrics and capabilities is essential for optimizing user choices.

7. Glossary

  • 7-1. Google Gemini [Product]

  • Google Gemini Advanced is an AI chatbot subscription service priced at $20 per month. It includes premium features and Google One’s cloud storage. Despite its advanced capabilities, it shows inconsistent performance in some tasks compared to its competitors.

  • 7-2. OpenAI ChatGPT [Product]

  • OpenAI ChatGPT Plus is an AI chatbot subscription service also priced at $20 per month. It offers unique customization options through a GPT store and demonstrates strong performance in natural language understanding and reasoning tasks. However, it shows variability in certain creative and ethical reasoning tasks.

  • 7-3. Meta AI [Product]

  • Meta AI is another prominent AI chatbot known for its reliability and accurate performance, particularly in math problem-solving and programming tasks. It often outperforms both Google Gemini and OpenAI ChatGPT in various use cases.

8. Source Documents