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  2. /Model
  3. /Claude
  4. /claude-opus-4-6-thinking
Claude
Claude Opus 4.6 Thinking
$ 
The claude api represents a significant leap in large language model technology, offering unparalleled reasoning, safety, and a massive context window for complex data processing. By leveraging the claude api through GPTProto, developers and enterprises can deploy sophisticated ai solutions that handle intricate instructions with precision. Whether you are building an automated customer support system, a legal document analyzer, or a creative writing assistant, the claude api provides the necessary reliability and nuance. GPTProto ensures seamless integration with the claude api, providing a robust api infrastructure that minimizes downtime and optimizes performance for all your generative ai projects.

Modalities

Input: TextInput: Document
Output: Text

/

Context

API Usage Examples
$ 
curl --request POST "https://gptproto.com/v1/chat/completions" \
  --header "Authorization: Bearer $GPTPROTO_API_KEY" \
  --header "Content-Type: application/json" \
  --data '{
    "model": "claude-opus-4-6-thinking",
    "messages": [
      {
        "role": "user",
        "content": "Hello"
      }
    ]
  }'
Claude Opus 4.6 Thinking pricing

Chat, coding agents & document work. Priced per 1M tokens — input, cached input and output are billed separately. GPTProto is 10% below official rates.

Your usage

Claude · ≈ 148M tokens/mo (48M cached)

OpenRouter
List + 5.5% credit fee
$721.62
per month
Input (non-cached)$168.80
Cache read$25.32
Output$527.50
Claude
Direct from Claude (list price)
$684
per month
Input (non-cached)$160
Cache read$24
Output$500
BEST VALUE
GPTProto
10% off official
$615.60
per month
After discount$615.60
Effective$615.60
Monthly cost by source
OpenRouter
$721.62
Claude
$684
GPTProto
$615.60
Save $68.40 / month
on GPTProto vs Claude (−10%)
Annual savings ≈ $820.80 · pay as you go

OpenRouter costs include its ~5.5% credit purchase fee. GPTProto applies a per-model discount (10–30% off) and your bonus credits are also spent at discounted rates — savings compound. Estimates assume a 60% cache hit rate.

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Claude Opus 4.6 Thinking
Current
$ 
byClaude1M context$4.5/M input$22.5/M output
DeepSeek Flash
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byDeepSeek$0.3/M input$1.2/M output
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byHunyuan1.05M context$0.7923/M input$2.376/M output
GPT 6 Astra
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byOpenAI1.05M context$8/M input$40/M output
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byGoogle1.05M context$0.9/M input$4.5/M output
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byClaude1M context$9/M input$45/M output
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byQwen1M context$1.8/M input$5.4/M output
GLM 5.3 Flash
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DeepSeek v4 Flash Vision Exp
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byDeepSeek1.05M context$0.3/M input$1.2/M output
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byZ-AI1.31M context$1.26/M input$3.96/M output
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byGoogle1.05M context$0.9/M input$4.5/M output
Grok 4.6
$ 
byGrok500K context$1.2/M input$3.6/M output
Qwen3.8 Max
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byQwen1M context$1.8/M input$5.4/M output
Claude Opus 5
$ 
byClaude1M context$4.5/M input$22.5/M output
Gemini 3.6 Flash
$ 
byGoogle1.05M context$0.9/M input$4.5/M output
Kimi K3
$ 
byMoonshotAI1.05M context$2.7/M input$13.5/M output
GPT 5.6 Luna
$ 
byOpenAI1.05M context$0.16/M input$0.96/M output
GPT 5.6 Terra
$ 
byOpenAI1.05M context$1.6/M input$9.6/M output
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byGrok500K context$1.2/M input$3.6/M output
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byClaude1M context$1.8/M input$9/M output
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byMiniMax1.05M context$0.48/M input$0.96/M output
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byZ-AI1.05M context$1.26/M input$3.96/M output
Claude Fable 5
$ 
byClaude1M context$9/M input$45/M output
Qwen3.7 Max
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byQwen1M context$0.36/M input$1.44/M output
Claude Opus 4.8 Thinking
$ 
byClaude1M context$4.5/M input$22.5/M output
Claude Opus 4.8
$ 
byClaude1M context$4.5/M input$22.5/M output
DeepSeek v4 Flash
$ 
byDeepSeek1.05M context$0.3/M input$1.2/M output
Grok 4.3
$ 
byGrok1M context$0.75/M input$1.5/M output
Kimi K2.6
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byMoonshotAI262K context$0.855/M input$3.6/M output
Minimax M2.5
$ 
byMiniMax205K context$0.24/M input$0.96/M output
Kimi K2.5
$ 
byMoonshotAI262K context$0.54/M input$2.7/M output
Doubao Seed 1.6 Thinking (Build 250715)
$ 
byBytedance262K context$0.0971/M input$0.9714/M output
Doubao Seed 1.6 Thinking (Build 250615)
$ 
byBytedance262K context$0.0971/M input$0.9714/M output
Doubao Seed 1.6 Flash (Build 250615)
$ 
byBytedance262K context$0.0182/M input$0.1821/M output
ModelInput → Output
Claude Opus 4.6 ThinkingCurrent
$ 
1M$4.50 / $22.50 per 1M$5.63 / $0.45 per 1M
Input: TextInput: Document
Output: Text
DeepSeek Flash
$ 
——$0.30 / $1.20 per 1M— / $0.006 per 1M
Input: TextInput: Image
Output: Text
Hy4 Preview
$ 
1.05M$0.79 / $2.38 per 1M— / $0.04 per 1M
Input: Text
Output: Text
GPT 6 Astra
$ 
1.05M$8.00 / $40.00 per 1M$10.00 / $0.80 per 1M
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Gemini 3.8 Flash
$ 
1.05M$0.90 / $4.50 per 1M$0.60 / $0.09 per 1M
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Output: Text
Claude Fable 5.1
$ 
1M$9.00 / $45.00 per 1M$11.25 / $0.23 per 1M
Input: TextInput: ImageInput: Document
Output: Text
Qwen3.8 Max 0902
$ 
1M$1.80 / $5.40 per 1M$2.25 / $0.23 per 1M
Input: TextInput: ImageInput: VideoInput: DocumentInput: Audio
Output: Text
GLM 5.3 Flash
$ 
—1.31M$0.15 / $0.50 per 1M— / $0.03 per 1M
Input: TextInput: ImageInput: VideoInput: Document
Output: Text
DeepSeek v4 Flash Vision Exp
$ 
—1.05M$0.30 / $1.20 per 1M— / $0.006 per 1M
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Output: Text
GLM 5.3
$ 
1.31M$1.26 / $3.96 per 1M— / $0.23 per 1M
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Gemini 3.7 Flash
$ 
1.05M$0.90 / $4.50 per 1M$0.60 / $0.09 per 1M
Input: TextInput: ImageInput: Document
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Grok 4.6
$ 
500K$1.20 / $3.60 per 1M— / $0.30 per 1M
Input: TextInput: Image
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Qwen3.8 Max
$ 
1M$1.80 / $5.40 per 1M$2.25 / $0.23 per 1M
Input: TextInput: ImageInput: VideoInput: Document
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Claude Opus 5
$ 
1M$4.50 / $22.50 per 1M$5.63 / $0.45 per 1M
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1.05M$0.90 / $4.50 per 1M$0.60 / $0.09 per 1M
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Kimi K3
$ 
1.05M$2.70 / $13.50 per 1M$0.27 / $0.27 per 1M
Input: TextInput: ImageInput: Document
Output: Text
GPT 5.6 Luna
$ 
1.05M$0.16 / $0.96 per 1M$0.20 / $0.02 per 1M
Input: TextInput: ImageInput: Document
Output: Text
GPT 5.6 Terra
$ 
1.05M$1.60 / $9.60 per 1M$2.00 / $0.16 per 1M
Input: TextInput: ImageInput: Document
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Grok 4.5
$ 
500K$1.20 / $3.60 per 1M$0.30 / $0.30 per 1M
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Claude Sonnet 5
$ 
1M$1.80 / $9.00 per 1M$2.25 / $0.18 per 1M
Input: TextInput: Document
Output: Text
Minimax M3
$ 
1.05M$0.48 / $0.96 per 1M$0.10 / $0.10 per 1M
Input: TextInput: ImageInput: Document
Output: Text
GLM 5.2
$ 
1.05M$1.26 / $3.96 per 1M$0.23 / $0.23 per 1M
Input: TextInput: ImageInput: Document
Output: Text
Claude Fable 5
$ 
1M$9.00 / $45.00 per 1M$11.25 / $0.90 per 1M
Input: TextInput: Document
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Qwen3.7 Max
$ 
1M$0.36 / $1.44 per 1M$0.07 / $0.07 per 1M
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Claude Opus 4.8 Thinking
$ 
1M$4.50 / $22.50 per 1M$5.63 / $0.45 per 1M
Input: TextInput: Document
Output: Text
Claude Opus 4.8
$ 
1M$4.50 / $22.50 per 1M$5.63 / $0.45 per 1M
Input: TextInput: Document
Output: Text
DeepSeek v4 Flash
$ 
—1.05M$0.30 / $1.20 per 1M— / $0.006 per 1M
Input: Text
Output: Text
Grok 4.3
$ 
1M$0.75 / $1.50 per 1M$0.12 / $0.12 per 1M
Input: TextInput: Image
Output: Text
Kimi K2.6
$ 
262K$0.85 / $3.60 per 1M$0.14 / $0.14 per 1M
Input: TextInput: Document
Output: Text
Minimax M2.5
$ 
205K$0.24 / $0.96 per 1M$0.30 / $0.02 per 1M
Input: TextInput: Document
Output: Text
Kimi K2.5
$ 
262K$0.54 / $2.70 per 1M$0.09 / $0.09 per 1M
Input: TextInput: Document
Output: Text
Doubao Seed 1.6 Thinking (Build 250715)
$ 
262K$0.10 / $0.97 per 1M—
Input: TextInput: Image
Output: Text
Doubao Seed 1.6 Thinking (Build 250615)
$ 
262K$0.10 / $0.97 per 1M—
Input: TextInput: Image
Output: Text
Doubao Seed 1.6 Flash (Build 250615)
$ 
262K$0.02 / $0.18 per 1M—
Input: TextInput: Image
Output: Text

Master Intelligent Automation with the claude api

The emergence of the claude api has redefined what developers expect from modern generative ai tools, offering a blend of speed and cognitive depth. At GPTProto, we enable you to browse claude api and other models to find the perfect fit for your specific application requirements.

The Technical Architecture of the claude api

The claude api is built on a constitutional ai framework, which ensures that the model remains helpful, honest, and harmless. This makes the claude api an ideal choice for enterprises that prioritize ethical ai deployment. When utilizing the claude api, users benefit from a model that understands complex nuances in human language, reducing the need for extensive prompt engineering. The underlying api infrastructure at GPTProto is designed to handle high volumes of claude api requests without compromising on latency.

Context Window and Large-Scale Processing

One of the standout features of the claude api is its expansive context window. This allows the claude api to ingest and analyze entire libraries of documentation in a single prompt. For businesses dealing with massive datasets, the claude api provides a competitive edge by maintaining coherence across long-form interactions. You can read the full API documentation to see how to maximize this context window within your own code.

Reasoning Capabilities and Safety Alignment

Beyond simple text generation, the claude api excels at logical reasoning and mathematical problem-solving. The claude api is trained to recognize its own limitations, often providing citations or admitting when information is unavailable. This transparency makes the claude api a trusted partner for research-heavy industries. By accessing the claude api through the gptproto api gateway, you ensure that your ai operations are both powerful and predictable.

Real-World Implementation via GPTProto

Implementing the claude api into your existing tech stack is straightforward when using our unified platform. You can track your claude api API calls through our comprehensive dashboard, ensuring you stay within your operational targets. The claude api supports various parameters such as temperature and top-p, allowing you to fine-tune the creativity and randomness of the ai output.

The claude api is not just another language model; it is a sophisticated reasoning engine that bridges the gap between raw data and actionable intelligence in the ai ecosystem.

Steps to Integrate the claude api

To begin, you should first manage your API billing to ensure your account is ready for production traffic. Once your account is active, you can use the gptproto endpoints to send requests to the claude api. We recommend starting with simple chat completion calls to the claude api to familiarize yourself with the response format. For more advanced implementations, you can learn more on the GPTProto tech blog where we share optimization strategies for the claude api.

Performance Benchmarks and Comparison

When comparing the claude api to other leading models, it frequently scores higher in nuanced instruction following and multi-step reasoning. Below is a comparison table highlighting how the claude api performs on the GPTProto platform relative to other industry standards.

Feature claude api GPT-4o Standard Llama 3 (Open)
Context Window 200k+ Tokens 128k Tokens 32k Tokens
Reasoning Score High High Medium
Safety Alignment Constitutional AI RLHF Supervised
API Latency Low Medium Low

Cost-Effective AI Solutions with No Credits

Many providers force you into restrictive credit systems, but with GPTProto, you can enjoy flexible pay-as-you-go pricing for all your claude api needs. This 'No Credits' approach means you only pay for the tokens the claude api actually processes. This transparency is vital for scaling your ai startup without hidden costs. Additionally, you can join the GPTProto referral program to offset your claude api usage costs by bringing other developers to the platform.

Optimizing your claude api Spend

To reduce costs while using the claude api, we suggest utilizing system prompts effectively to reduce the total token count. The claude api is highly efficient at following brief instructions, meaning you do not need to repeat context in every message. You can monitor your API usage in real time to identify which claude api calls are consuming the most resources and optimize accordingly. Stay updated on the latest AI industry updates to learn about new model versions that might offer better price-performance ratios.

Advanced Features and Parameters

The claude api supports multimodal inputs, meaning it can process images alongside text prompts. This vision capability expands the use cases for the claude api into fields like medical imaging and architectural analysis. Furthermore, the claude api allows for forced tool use, where the model must return a specific JSON schema, making the claude api exceptionally useful for backend integrations. You can try GPTProto intelligent AI agents that are already optimized for the claude api to see these features in action.

Frequently Asked Questions about claude api

Expert answers to the most common questions regarding claude api integration and performance.

What exactly is the claude api?

The claude api is a high-performance ai interface provided by Anthropic and hosted on GPTProto, designed for advanced reasoning, creative writing, and secure data processing.

How do I start using the claude api on GPTProto?

You can start using the claude api by creating an account, visiting the billing center to add funds, and then following the integration steps in our api documentation.

What makes the claude api different from GPT-4?

The claude api focuses heavily on safety through constitutional ai and offers a significantly larger context window than many versions of GPT-4, making the claude api better for long documents.

What is the maximum token limit for the claude api?

The claude api currently supports a context window of up to 200,000 tokens, allowing the claude api to process massive amounts of information in a single request.

Does the claude api support image analysis?

Yes, the claude api is multimodal, meaning the claude api can analyze and describe images, extract text from photos, and understand visual context.

Is my data safe when using the claude api?

Yes, using the claude api through GPTProto ensures that your data is handled with enterprise-grade security, and the claude api is designed not to train on your sensitive inputs.

How can I troubleshoot latency in the claude api?

If you experience latency with the claude api, check your network connection and monitor your usage dashboard to ensure you are not hitting rate limits specific to the claude api.

What are the rate limits for the claude api?

Rate limits for the claude api vary based on your account tier at GPTProto; you can check your specific claude api limits in the billing center or dashboard.

Can the claude api write code?

The claude api is excellent at programming tasks, providing clean, documented code across dozens of languages when you prompt the claude api correctly.

What is 'temperature' in the context of the claude api?

Temperature is a parameter that controls the randomness of the claude api output; lower values make the claude api more deterministic, while higher values increase creativity.

Are there different versions of the claude api?

Yes, the claude api family includes various models like Claude 3 Opus, Sonnet, and Haiku, each optimized for different speed and cost requirements within the claude api ecosystem.

How does GPTProto pricing work for the claude api?

GPTProto offers a transparent, credit-free pricing model for the claude api, where you simply pay for the specific token usage of your claude api requests.

Related Articles

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GPT Proto

Empowering AI Innovation with Global Scale and Stability:

With our flagship product GPT Proto, we offer a unified interface to access and combine APIs from the world's leading AI providers—spanning text, vision, speech, and beyond. We empower developers and enterprises to simplify integration and accelerate innovation without limits.

Global Infrastructure, Local Compliance:

To ensure enterprise-grade reliability and compliance, Talent Tech Global Limited operates specifically as our global Billing and Contracting Entity. Meanwhile, our core technical infrastructure and R&D teams are strategically distributed across global innovation hubs, including Silicon Valley, Singapore, and Hong Kong.

Built to Scale:

We understand that stability is paramount. Our platform is built on a robust, decentralized architecture supporting dynamic Auto-scaling. Whether you are running a pilot or handling millions of concurrent requests, our system expands instantly to meet demand—guaranteeing that your business never outgrows our infrastructure.

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