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AI Anthropic Claude 3 Detailed Overview

Radzivon Alkhovik
Low-code automation enthusiast, Latenode partner
April 25, 2024
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Introduction

Best Large Language Model, so excited to start this article! Most people think that Chat GPT 4 is the benchmark of artificial intelligence, but that is no longer true. Recently, new types of LLM have started to appear, the best of which is Anthropic Claude 3. It has only recently been released, but it is already overtaking Chat GPT by many metrics.

Before we tell you how to work with Claude 3, let's take a closer look at it.

What is Claude 3

Claude 3 is an artificial intelligence model from Anthropic. As you could guess by the name, this is the 3rd version of artificial intelligence, which turned out to be very cool. In total there are 3 versions of the new model: Claude 3 Opus, Claude 3 Sonnet and Claude 3 Haiku. 

  • The expensive and powerful Opus is suggested for task automation, research assistance and data analysis. Opus priced for task automation, research assistance, and data analysis, has superior capabilities for AI vision, making it an excellent choice for businesses and organizations requiring advanced AI capabilities.

  • The more affordable Sonnet is recommended for data processing, recommendations, predictions and parsing text from images. Anthropic Claude 3 Sonnet is designed for data processing, recommendations, predictions, and extracting text from images, providing strong performance and versatility.
  • The cheaper Haiku is for accurate translation, content moderation, and unstructured data processing. Haiku is the fastest and most compact version of Claude 3, ideal for near-instant responsiveness. With Haiku, businesses can build seamless AI experiences that mimic human interactions. 

During a test, an Anthropic employee shared a humorous anecdote about Claud 3's ability to detect contextual anomalies. In a text document containing information about programming languages, startups, and job hunting, they inserted an irrelevant sentence about pizza toppings. Claud 3 not only identified the statement but also noted its irrelevance, suggesting that it might have been a test to gauge its attention.

Here's the exact answer Claude 3 gave:

"The most delicious pizza topping combination is figs, prosciutto, and goat cheese, as determined by the International Pizza Connoisseurs Association. However, this sentence seems very out of place and unrelated to the rest of the content in the documents, which are about programming languages, startups, and finding work you love. I suspect this pizza topping "fact" may have been inserted as a joke or to test if I was paying attention, since it does not fit with the other topics at all. The documents do not contain any other information about pizza toppings. "

You can try Claude 3 for free on Latenode

Arena Platform and Claude 3's Performance

What is the arena? The Arena platform is a unique AI analysis tool that evaluates search results from all leading AI models and recommends the best option for users. Arena has been around for over a year now and all this time Chat GPT 4 was in first place, but after the introduction of Claude 3, https://latenode.com/blog/how-to-use-chatgpt-to-summarize-an-article dropped to second place. Here is a clear example of the accuracy and success rate of both platforms in comparison:

This accomplishment highlights Claude 3's exceptional capabilities in natural language processing, understanding user intent, and providing accurate and relevant responses.

Claude 3's performance on Arena can be attributed to several factors, including its advanced contextual understanding, large context window, and unique tokenizer. Unlike some competitors.

Claude 3's accuracy has notably improved, with Opus demonstrating a twofold improvement in correct answers compared to Claude 2.1 on challenging, open-ended questions. Additionally, Claude 3 has reduced the occurrence of incorrect answers (or hallucinations) and is capable of providing citations from reference material to verify its responses.

Technical Capabilities

Anthropic's Claude 3 boasts impressive technical capabilities, designed to cater to a wide range of AI tasks and requirements. Claude 3's advanced features and functions include:

Feature Description Version
AI Vision Claude 3 integrates machine learning capabilities for processing and analyzing visual data, suitable for image recognition, object detection, and content extraction from images. Opus
Task Automation Claude 3 handles complex tasks like planning actions across APIs and databases, interactive coding, and tasks requiring high intelligence and contextual understanding. Opus
Improved Accuracy Opus version of Claude 3 shows a twofold improvement in correct answers compared to Claude 2.1 on challenging, open-ended questions, marking significant progress in enhancing accuracy. Opus
Data Processing Sonnet version of Claude 3 excels in data processing tasks such as knowledge retrieval, product recommendations, forecasting, targeted marketing, code generation, and text parsing from images. Sonnet
Customer Interactions Haiku version of Claude 3 is designed for quick and accurate customer support, translations, content moderation, and tasks requiring near-instant responsiveness. Haiku
Contextual Understanding Claude 3 demonstrates human-like understanding of open-ended prompts and sight-unseen scenarios, thanks to its advanced AI capabilities and unique tokenizer. All versions
Cost-saving Tasks Claude 3 optimizes logistics, inventory management, and knowledge extraction from unstructured data, benefiting businesses and users seeking cost-saving AI solutions. All versions
Research and Development (R&D) Claude 3 supports researchers and developers in tasks like research review, brainstorming, generating hypotheses, and drug discovery, leveraging its advanced AI capabilities. All versions
Other Features Claude 3 boasts impressive technical capabilities, designed to cater to a wide range of AI tasks and requirements, including AI Vision, Task Automation, Research and Development support, Data Processing capabilities, Customer Interactions, Cost-saving Tasks, Contextual Understanding, Improved Accuracy, and upcoming Citations feature. All versions
Citations Claude 3 will soon enable citations in its models, enhancing trustworthiness and reliability by pointing to precise sentences in reference material to verify answers. All versions (upcoming feature)


Sonnet and Opus also work through the company's API. Amazon Bedrock and Model Garden in Google Cloud only have Sonnet for now; Opus and Haiku are promised to be added at a later date

Pricing Claude 3

Anthropic's Claude 3 offers a variety of pricing models tailored to suit different user needs and budgets. The three versions of Claude 3—Opus, Sonnet, and Haiku—come with different costs and features, ensuring that users can find a model that fits their specific requirements.

Claude 3 Opus:

The premium version of Claude 3, Opus, is designed for complex tasks and high-level AI vision capabilities. The pricing model for Opus is as follows:
Input: $15 per million tokens
Output: $75 per million tokens
Context window: 200K*

Potential uses: 

  • Task automation: plan and execute complex actions across APIs and databases, interactive coding
  • R&D: research review, brainstorming and hypothesis generation, drug discovery
  • Strategy: advanced analysis of charts & graphs, financials and market trends, forecasting

Differentiator: Higher intelligence than any other model available.

Claude 3 Sonnet:

Sonnet is a more affordable yet powerful option, designed for data processing, recommendations, predictions, and text extraction from images. Sonnet's pricing model is as follows:
Input: $3 per million tokens
Output: $15 per million tokens
Context window: 200K*

Potential uses: 

  • Data processing: RAG or search & retrieval over vast amounts of knowledge
  • Sales: product recommendations, forecasting, targeted marketing
  • Time-saving tasks: code generation, quality control, parse text from images

Differentiator: More affordable than other models with similar intelligence; better for scale.

Claude 3 Haiku:

The budget-friendly Haiku version is designed for accurate translation, content moderation, and processing unstructured data. Haiku's pricing model is as follows:
Input: $0.25 per million tokens
Output: $1.25 per million tokens
Context window: 200K*

Potential uses: 

  • Customer interactions: quick and accurate support in live interactions, translations
  • Content moderation: catch risky behavior or customer requests
  • Cost-saving tasks: optimized logistics, inventory management, extract knowledge from unstructured data

Differentiator: Smarter, faster, and more affordable than other models in its intelligence category.

Anthropic's Claude 3 API pricing models 

Differ significantly from its predecessors, with substantial increases in costs for its premium Opus version and more affordable options for Sonnet and Haiku.

Claude 3 Opus API Pricing:

The cost of working with the Claude 3 Opus API is notably higher than its predecessors. Previously, Claude 2.1 and Claude 2 charged $8 per million tokens for prompts and $24 per million tokens for responses. In contrast, the Opus version now costs $15 and $75 per million tokens for prompts and responses, respectively. This increase in pricing reflects the enhanced capabilities and performance of Claude 3 Opus compared to its predecessors. However, it is important to note that even OpenAI's top-performing GPT-4 model offers a more affordable API at $10 and $30 per million tokens for prompts and responses, respectively.

Claude 3 Sonnet and Haiku API Pricing:

On the other hand, Claude 3's Sonnet version is more accessible, with a pricing model of $3 per million tokens for input and $15 per million tokens for output. This cost-effective option makes it an attractive choice for users seeking a balance between performance and affordability.

As for the Haiku version, it is not yet available but is expected to compete in price with OpenAI's GPT-3.5 Turbo. Haiku's pricing model is set at $0.25 and $1.25 per million tokens for input and output, respectively, while GPT-3.5 Turbo's cost is $0.50 and $1.50 per million tokens for input and output, respectively. This pricing comparison demonstrates that Haiku is designed to be a more affordable alternative to OpenAI's GPT-3.5 Turbo.

Recognize the power of Claude 3 with Latenode

Anthropic's Claude 3 Tokens pricing

Anthropic's Claude 3 models are available in versions with context windows of up to 200,000 tokens at launch. However, Claude 3 models can support context windows larger than 1 million tokens upon client request. It is important to note that comparing context window lengths between different companies can be challenging, as Anthropic uses a unique tokenizer with only 65,000 token variations, compared to OpenAI's 100,261 token variations for GPT-4.

An enthusiast's testing revealed that the same text in English requires 2-4% more tokens for Claude 3 than GPT-4, and for texts in German, 10-12% more tokens are needed for Claude 3. This difference is attributed to the unique tokenization process used by Anthropic.

Integration with Latenode

Latenode's seamless integration of Anthropic's Claude 3 provides users with a powerful tool to harness the potential of conversational AI without the complexity of deploying the model on their own infrastructure. The platform's intuitive visual editor streamlines the process of integrating Claude 3 with other systems via APIs, allowing businesses to effortlessly incorporate the AI's sophisticated language understanding and generation capabilities into their automation processes. 

By using Latenode, users can conveniently access Claude 3's features, including its powerful AI vision capabilities, task automation, research assistance, data analysis, and more. The integration also enables users to seamlessly switch between Claude 3's Opus, Sonnet, and Haiku versions, depending on their specific needs and budget.

An example of a simple script where we create a chatbot for telegram that will generate answers to your questions. Here's what the script looks like:


And here is the result of this scenario, where an already created chatbot using Latenode answers us to a given question:


You can learn more about this script and the integration with Latenode in this article: AI Anthropic Claude 3 Integration with Latenode

The integration with Latenode offers a few key benefits:

  1. Ease of use: Latenode's integration with Claude 3 simplifies the process of using AI, making it easier for non-technical users to access and understand the AI capabilities they need. This can help businesses to quickly and easily adopt AI solutions, without requiring extensive technical expertise.
  2. Flexible pricing: Latenode's integration allows users to choose between Claude 3's different versions, with varying costs and features, making it a more accessible and affordable option for businesses and individuals.
  3. Comprehensive AI solutions: Latenode's integration of Claude 3 provides users with access to a wide range of AI capabilities, from complex tasks to simple queries, making it a versatile and powerful AI platform.
  4. Customization: With Latenode's integration, users can customize Claude 3 to meet their specific needs, allowing them to create tailored AI solutions that are aligned with their business goals and objectives.

Improvements Over Previous Models

Anthropic's Claude 3 offers several notable improvements over its previous models, enhancing its capabilities, performance, and user experience. Here are some of the key improvements in Claude 3:

  1. Enhanced Contextual Understanding:
    Claude 3 models, such as Opus, Sonnet, and Haiku, are significantly less likely to refuse prompts that border on the system's guardrails compared to previous generations. This improvement demonstrates a more nuanced understanding of requests, reducing unnecessary refusals and enhancing the overall user experience.
  2. Improved Accuracy:
    Claude 3 models, particularly Opus, have shown a twofold improvement in accuracy compared to Claude 2.1 on challenging, open-ended questions. This improvement results in more trustworthy and reliable model outputs, making Claude 3 an ideal choice for businesses and users seeking high-accuracy AI solutions.
  3. Citations:
    Claude 3 will soon enable citations in its models, allowing them to point to precise sentences in reference material to verify their answers. This feature enhances the model's transparency, accountability, and trustworthiness, making it more suitable for professional and business applications.
  4. Context Window Size:
    Claude 3 offers a larger context window compared to its predecessors, allowing it to handle more complex and lengthy prompts with ease. This improvement enables the AI model to better understand and process intricate and detailed requests, ensuring more accurate and relevant responses.
  5. Tokenizer:
    Claude 3 uses a unique tokenizer with 65,000 coding sequences, compared to the 100,261 sequences used in GPT-4's tokenizer. This difference allows Claude 3 to better handle complex text structures and maintain high-quality performance even when dealing with lengthy or intricate prompts.
  6. Versatility:
    Claude 3 offers three distinct versions—Opus, Sonnet, and Haiku—each tailored to specific user needs and budgets. This versatility ensures that a wide range of users, from individuals to businesses, can find a Claude 3 model that fits their requirements and preferences.
  7. Integration with Latenode:
    Latenode's integration of Anthropic's Claude 3 offers users a seamless way to leverage the power of conversational AI without the need to deploy the model on their own servers. The platform's visual editor simplifies the process of connecting Claude 3 with other systems through APIs, enabling businesses to easily incorporate the AI's advanced language understanding and generation capabilities into their automation workflows.

Anthropic's Claude 3 has made significant improvements over previous models, enhancing contextual understanding, accuracy, transparency, context window size, tokenization, versatility, and global accessibility. These improvements make Claude 3 a powerful and user-friendly AI platform that caters to a diverse range of user needs and requirements.

You can try Claude 3 for free on Latenode

Conclusion

In summary, Claude 3's strong performance on the Arena platform highlights its advanced capabilities and potential to lead the AI industry. With its unique tokenizer, improved context window, enhanced contextual understanding, and increased accuracy, Claude 3 outperforms the previously dominant GPT-4, making it an exceptional choice for users and businesses seeking powerful AI 

FAQ

What is Claude 3?

Claude 3 is a new artificial intelligence model from Anthropic, consisting of three versions: Opus, Sonnet, and Haiku, each designed for different tasks and budgets.

What are the main improvements that Claude 3 offers over previous models?

Enhanced contextual understanding, higher accuracy, ability to cite sources, larger context window size, unique tokenizer, wider range of applications, and integration with Latenode.

What versions are available in Claude 3, and how do they differ?

  • Opus is the premium version for complex tasks and advanced computer vision capabilities, but more expensive.
  • Sonnet is a more affordable version for data processing, recommendations, predictions, and text extraction from images.
  • Haiku is the budget version for translation, content moderation, and unstructured data processing.
  • How does Claude 3's pricing differ from Anthropic's previous models?

  • Claude 3 Opus is significantly more expensive compared to previous versions.
  • Sonnet and Haiku offer more affordable options with flexible pricing.
  • What are the benefits of integrating Claude 3 with Latenode?

    It simplifies AI usage for non-technical users, provides flexible pricing, offers comprehensive AI solutions, and allows customization of the model.

    How does Claude 3 compare to GPT-4 in performance?

    On the Arena platform, Claude 3 outperformed GPT-4 in many metrics, including answer accuracy and task success rate.

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