I. Introduction
In recent years, with the rapid development of artificial intelligence technology, the competition between major language models has intensified. From the initial simple Q&A to today's multi-modal and multi-tasking collaborative application scenarios, all vendors are constantly upgrading their products. claude has successfully achieved back to the top after a period of technical precipitation and optimization adjustments. With efficient algorithm optimization, deep semantic understanding, and flexible multi-tasking capability, Claude released Claude 3.7 Sonnet and Claude Code, which comprehensively crushed GPT-o3, Grok3, and Deepseek-r1 in all core indicators. and explore its broad prospects in the future market.
II. Comparison of core performance data and its major updates
In order to visualize the performance difference between the major models, the following lists the data comparison between Claude, GPT-4, Grok3 and Deepseek in terms of key performance metrics:
| mould | Number of participants (billions) | Correctness (%) | Reasoning speed (ms) | Mandate adaptability | User satisfaction (%) |
|---|---|---|---|---|---|
| Claude | 120 | 95 | 35 | your (honorific) | 92 |
| GPT-4 | 175 | 90 | 45 | mid-to-high | 88 |
| Grok 3 | 100 | 85 | 40 | center | 80 |
| Deepseek | 90 | 80 | 50 | mid-to-low | 75 |
Major Updates
On February 25, 2025, Anthropic released the landmark Claude 3.7 Sonnet, the world's first hybrid reasoning model. This innovative technology not only enables instant response, but also shows deep logical reasoning through "visual thinking". Developers can even precisely control the length of the model's thinking via an API, further enhancing its flexibility and usability. At the same time, Anthropic also introduced Claude Code, a command-line tool that revolutionizes the development process by serving as an "endpoint collaboration agent". The tool supports full-stack operations such as code search, test runs, GitHub commits, etc. Actual tests show that the development efficiency has been increased by 300%. In addition, Claude 3.7 Sonnet performs well in benchmarks such as SWE-bench and TAU-bench, which further proves its powerful performance and reliability.
1. Extending the Mind: Claude 3.7 Sonnet's Model of Hybrid Reasoning
Claude 3.7 Sonnet is the first hybrid reasoning model on the market, and its highlight is the ability to switch freely between real-time response and deep reasoning. This design allows the model to automatically adjust its thinking time according to the task requirements, allowing it to quickly process simple queries as well as perform in-depth reasoning on complex problems. Users can even precisely control the model's thinking time through APIs, greatly enhancing the flexibility of application scenarios.
In Extended Thinking Mode, Claude 3.7 Sonnet excels in tasks such as math, physics, instruction following, and coding. According to official Anthropic data, its accuracy in graduate-level reasoning tasks is as high as78.2%Anthropic's performance in this area exceeds Deepseek-r1's 77.01 TP3T and competes strongly with OpenAI's latest models. This capability is made possible by Anthropic's optimization of the model's architecture, which allows it to "slow down and think" when it needs to, thus improving its ability to solve complex problems.
In order to more visually demonstrate the advantages of Claude 3.7 Sonnet in expanding the mind, we compare its performance with GPT-o3, Grok3, and Deepseek-r1 in the reasoning task through the following table:
| mould | Reasoning Task Accuracy (%) | note |
|---|---|---|
| Claude 3.7 Sonnet | 78.2 | Expanding the mindset |
| GPT-o3 | 75.5 | Standard Model |
| Grok3 | 76.8 | Reasoning Enhancement Mode |
| Deepseek-r1 | 77.0 | default mode |
analyze: Claude 3.7 Sonnet leads the other models by about 1-3 percentage points in the reasoning task by virtue of its hybrid reasoning model. This gap may seem small, but it is enough to demonstrate its superior mind-stretching ability in difficult tasks.
2. Claude Code: Intelligent Programming Assistant for Developers
Claude Code is Anthropic's customized AI tool for developers, designed to improve programming efficiency through intelligent means. Its core features include:
- Code Search and Understanding: The ability to automatically scan and understand the entire code base and quickly locate relevant code.
- Automatic modification and optimization: Identify bugs in the code and fix them automatically while optimizing performance.
- automated test: Generate and run test cases to ensure code quality.
- GitHub Integration: Support for automated code submission and push to simplify the versioning process.
These features make Claude Code not only a code generation tool, but also an all-in-one programming assistant that can dramatically reduce the repetitive work of developers and improve development efficiency. Programming assistants on the market such as GitHub Copilot are powerful, but Claude Code has the advantage in terms of automation and depth of code understanding. The table below compares the key features of both:
| functionality | Claude Code | GitHub Copilot |
|---|---|---|
| Code Search | be in favor of | Partial support |
| automatic modification | be in favor of | Partial support |
| automated test | be in favor of | unsupported |
| GitHub Integration | be in favor of | be in favor of |
| Code Understanding | deep understanding | basic understanding |
3. Programming Skills Enhancement: Claude 3.7 Sonnet Excellence
Benchmark data demonstrates that programming ability is one of the key indicators of the usefulness of an AI model.Claude 3.7 Sonnet performs well in Benchmark tests for a number of programming tasks, especially in the SWE (Software Engineering) coding test, where it achieved **70%**, which is far ahead of other models. The following table compares in detail the performance of Claude 3.7 Sonnet with GPT-o3, Grok3 and Deepseek-r1 in programming tasks
| mould | SWE Coding Test (%) | LiveCodeBench (%) | note |
|---|---|---|---|
| Claude 3.7 Sonnet | 70.0 | 65.9 | mixed inference model |
| GPT-o3 | 50.0 | 60.0 | Standard Model |
| Grok3 | 55.0 | 62.5 | Reasoning Enhancement Mode |
| Deepseek-r1 | 60.0 | 65.0 | default mode |
analyze: Claude 3.7 Sonnet is 10-20 points ahead of the other models in the SWE coding test, showing its overwhelming superiority in programming ability. Even in the LiveCodeBench test, its performance is close to Deepseek-r1 in the top position.
III. Practical application value and its cases
1. Training costs and speed of reasoning
The training cost and inference speed of AI models directly affects their commercialization applications. deepseek-r1 is known for its low cost, but Claude 3.7 Sonnet dominates in inference speed and user experience. The following table compares the data related to the four models in detail:
| mould | Training cost (millions of GPU hours) | Reasoning speed (tokens/sec) | User Experience Rating (1-10) |
|---|---|---|---|
| Claude 3.7 Sonnet | 150 | 120 | 9.0 |
| GPT-o3 | 200 | 100 | 8.5 |
| Grok3 | 180 | 110 | 8.7 |
| Deepseek-r1 | 100 | 90 | 8.0 |
analyze: Deepseek-r1 is the most advantageous in terms of training cost, but Claude 3.7 Sonnet wins with higher inference speed (120 tokens/sec) and user experience score (9.0) for scenarios requiring fast response.
2. User experience and ease of use
Claude 3.7 Sonnet's API is designed to be clean and easy to integrate, while Claude Code provides an intuitive interface and seamless GitHub integration, allowing developers to get started quickly. This focus on user experience makes the Claude series even more popular in real-world applications!
| Application Areas | Claude Satisfaction (%) | GPT-4 satisfaction (%) | Grok3 Satisfaction (%) | Deepseek Satisfaction (%) |
|---|---|---|---|---|
| Enterprise Customer Service | 93 | 89 | 83 | 78 |
| Automated copy generation | 91 | 87 | 80 | 76 |
| data analysis | 94 | 90 | 82 | 77 |
| Medical and Health Consultation | 92 | 88 | 84 | 79 |
3. Cases
1. Tip: Create an HTML file containing CSS and JavaScript to generate an animated weather card. The card should visually represent the following weather conditions with different animations: Wind: (e.g., moving clouds, swaying trees, or wind lines) Rain: (e.g., falling raindrops, puddles forming) Sun: (e.g., shining rays of light, bright backgrounds) Snow: (e.g., falling snowflakes, accumulating snow) Display all weather cards side-by-side The card should have a dark background. Provide all HTML, CSS, and JavaScript code in this file JavaScript should include a way to toggle between weather conditions (e.g., a function or set of buttons) to demonstrate the animation of each weather condition.
2. Hints:Create something I can paste into p5js and it will blow me away with its ingenuity in creating something that can call the control panel of an interstellar spacecraft in the distant future.
* Use your heartbeat to determine the speed of the snake, we need to use HealthKit to do this (and tell me how to set it up)
* You swipe across the screen to move the snake up, down, left, or right.
* Walls don't kill you, you just appear from the other side, so the only way to die is to hit your snake, like in the Nokia version
* :: Using graphics like the Nokia version, the camouflage green look that those screens have wrote all the code and outlined each file so I could copy and paste and run it
IV. How to use
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Simple tutorial on how to register and use Claude
- Find a way to get ready. IP lines in the US or UK (Claude is currently only available in selected countries)
- Go to "Claude.ai Official Website"Register for an account
- Email Register AccountAny common email address can be registered, but you need to fill in the email verification code manually; we recommend you to use Google account to login directly (it is more convenient to not fill in the verification code manually).
- Then you need to verify your cell phone number: Overseas cell phone numbers are required and we can "With the help of the Sms Activate website"Buy a temporary foreign cell phone number for authentication at a very cheap price with Chinese language support / Alipay support.
- Register Login SMS-Activate After that, tap the upper right corner
+To top up your account, you can choose "Alipay". $5 or $10 USD is usually enough (Minimum $2 / It's good to leave some balance for registering ChatGPT or some other internet services later on). - After recharging.Search on SMS-Activate
ClaudeThen you can choose different countries and regions to buy the cell phone number, the operation method is as follows, after the successful purchase, you can copy to the temporary cell phone number. - Fill in the Claude official website with the cell phone number you just got, then send the verification code and wait a little while on the SMS-Activate You'll be able to get a verification text message on it.
- Then there is no difficulty, follow the process of the next step that the registration is successful.
- If you still want toUpgrade your Claude Pro membership to use the latest Claude 3.7 models!If you want to pay with a virtual credit card, you can do so.
- Since Claude often seals the number and the recharge process is cumbersome, you can contact our professional team to recharge (WeChat: 18992125618), or use this product 1:1 Restoration of Claude and GPT Official Website - AI Cloud Native It will be more convenient.
