Advanced MoE Architecture
With 671B total parameters and 37B active per token, DeepSeek delivers GPT-4o level intelligence with superior inference speed.
deepseek-v3
DeepSeek V3 API delivers frontier-level intelligence with 671B parameters. Optimized for coding and math, this MoE model offers a 128k context window and GPT-4o performance at significantly lower costs through GPTProto.com.
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DeepSeek V3 API Standout Features
Discover the technical innovations that make the DeepSeek V3 API a leader in model efficiency.
Massive 128k Context
Process high-volume documents or entire codebases easily using the DeepSeek V3 API's extensive 128,000 token context window.
Unbeatable API Pricing
Save over 90% on input costs compared to frontier rivals. DeepSeek V3 API offers a standard input price of just $0.14 per 1M tokens.
Elite Coding and Logic
DeepSeek V3 API scores 82.6% on HumanEval, making it a powerhouse for automated programming, unit testing, and refactoring tasks.
Build with deepseek v3 in Minutes
Follow these simple steps to set up your account, get credits, and start sending API requests to deepseek v3 via GPT Proto.
Sign up
Create your free GPT Proto account to begin. You can set up an organization for your team at any time.
Top up
Your balance can be used across all models on the platform, including deepseek v3, giving you the flexibility to experiment and scale as needed.
Generate your API key
In your dashboard, create an API key — you'll need it to authenticate when making requests to deepseek v3.
Make your first API call
Use your API key with our sample code to send a request to deepseek v3 via GPT Proto and see instant AI-powered results.
DeepSeek V3 API Frequently Asked Questions
What makes DeepSeek V3 API cost-effective?
DeepSeek uses a Mixture-of-Experts architecture where only 37B parameters are active per token. This efficiency, combined with FP8 precision training, allows us to offer the DeepSeek V3 API at prices significantly lower than GPT-4o while maintaining elite performance in coding and math tasks.
Is the DeepSeek V3 API compatible with OpenAI?
Yes. The DeepSeek V3 API is designed to be fully OpenAI-compatible. Developers can migrate existing workflows by simply updating the base URL and model name in their current SDK setup, making the transition to DeepSeek seamless and immediate.
How does DeepSeek handle long context windows?
DeepSeek supports up to 128,000 tokens. It uses Multi-head Latent Attention (MLA) to manage memory efficiently, ensuring that even large-scale data extraction or long-form synthesis tasks remain fast and reliable via the DeepSeek V3 API.
What are the benchmark scores for DeepSeek V3?
DeepSeek V3 excels in technical fields, scoring 82.6% on HumanEval and 90.2% on MATH-500. These results prove that DeepSeek is a top-tier choice for programming, logic, and scientific applications compared to other frontier models.
Does GPTProto.com offer context caching for DeepSeek?
Yes. DeepSeek natively supports context caching. When you use the DeepSeek V3 API via our platform, repeat prompts can receive up to a 90% discount on input costs, making it the most economical choice for repetitive agentic workflows.
Can the DeepSeek V3 API process images or video?
Currently, the standard DeepSeek V3 API is a text-only model optimized for reasoning and code. For multimodal tasks involving vision, developers should look for specific vision-enabled versions of the DeepSeek model family.
Further Reading
More Blogs
DeepSeek V3.2: The Widening Gap in Open Source AI
Analysis of the DeepSeek V3.2 technical report which highlights the widening performance gap between open-source and proprietary AI models like GPT and Gemini, exploring architectural hurdles and reinforcement learning shifts.
DeepSeek: Disrupting Enterprise AI
Exploring OpenAI's internal assessment of DeepSeek one year after its launch. This report analyzes how open-weight models and cost-effective reasoning are reshaping the competitive landscape between the US and China.
Complete Guide to DeepSeek API 2026: Pricing, Keys, and Cost Breakdown
Learn how to get your DeepSeek API key, understand pricing models, calculate costs, and integrate DeepSeek API into your applications. Complete 2026 guide.
DeepSeek V4 Release Date, Features & Coding Benchmarks Predicted
DeepSeek V4 is coming in mid-February 2026 with advanced coding capabilities that reportedly surpass Claude and ChatGPT. Discover the release date, features, architecture, and everything about this landmark AI model.