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class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Models & Pricing</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_lKxX theme-doc-toc-mobile tocMobile_kO7c"><button type="button" class="clean-btn tocCollapsibleButton_KNXb">On this page</button></div><div class="theme-doc-markdown markdown"><div class="row"><div class="col col--12"><h1>Models & Pricing</h1>
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<p>The prices listed below are in units of per 1M tokens. A token, the smallest unit of text that the model recognizes, can be a word, a number, or even a punctuation mark. We will bill based on the total number of input and output tokens by the model.</p>
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<hr>
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<h2 class="anchor anchorWithStickyNavbar_YAqC" id="model-details">Model Details<a href="#model-details" class="hash-link" aria-label="Direct link to Model Details" title="Direct link to Model Details"></a></h2>
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<div style="font-size:14px"><b><table style="text-align:center"><tr><td colspan="2" style="text-align:center">MODEL</td><td>deepseek-v4-flash</td><td>deepseek-v4-pro</td></tr><tr><td colspan="2">BASE URL (OpenAI Format)</td><td colspan="2"><a href="https://api.deepseek.com" target="_blank" rel="noopener noreferrer">https://api.deepseek.com</a></td></tr><tr><td colspan="2">BASE URL (Anthropic Format)</td><td colspan="2"><a href="https://api.deepseek.com/anthropic" target="_blank" rel="noopener noreferrer">https://api.deepseek.com/anthropic</a></td></tr><tr><td colspan="2" style="text-align:center">MODEL VERSION</td><td>DeepSeek-V4-Flash-0731</td><td>DeepSeek-V4-Pro</td></tr><tr><td colspan="2">THINKING MODE</td><td colspan="2">Supports both non-thinking and thinking (default) modes<br>See <a href="/guides/thinking_mode">Thinking Mode</a> for how to switch</td></tr><tr><td colspan="2">CONTEXT LENGTH</td><td colspan="2">1M</td></tr><tr><td colspan="2">MAX OUTPUT</td><td colspan="2">MAXIMUM: 384K</td></tr><tr><td rowspan="6">FEATURES</td><td><a href="/guides/json_mode">Json Output</a></td><td>✓</td><td>✓</td></tr><tr><td><a href="/guides/tool_calls">Tool Calls</a></td><td>✓</td><td>✓</td></tr><tr><td><a href="/guides/responses_api">Responses API</a><sup>(1)</sup></td><td>✓</td><td>✗</td></tr><tr><td><a href="/guides/anthropic_api">Anthropic API</a></td><td>✓</td><td>✓</td></tr><tr><td><a href="/guides/chat_prefix_completion">Chat Prefix Completion（Beta）</a></td><td>✓</td><td>✓</td></tr><tr><td><a href="/guides/fim_completion">FIM Completion（Beta）</a></td><td>Non-thinking mode only</td><td>Non-thinking mode only</td></tr><tr><td rowspan="3">PRICING<sup>(2)</sup></td><td>1M INPUT TOKENS (CACHE HIT)</td><td>$0.0028</td><td>$0.003625</td></tr><tr><td>1M INPUT TOKENS (CACHE MISS)</td><td>$0.14</td><td>$0.435</td></tr><tr><td>1M OUTPUT TOKENS</td><td>$0.28</td><td>$0.87</td></tr><tr><td colspan="2">Concurrency Limit<sup>(3)</sup></td><td>2500</td><td>500</td></tr></table></b></div>
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<p>(1) The Responses API currently only supports the <code>deepseek-v4-flash</code> model, and does not yet support the <code>deepseek-v4-pro</code> model. We will add support for the <code>deepseek-v4-pro</code> model in early August 2026.</p>
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<p>(2) We plan to raise the overall pricing for DeepSeek API services in the near future, with a significant increase expected. Please plan your usage accordingly. The specific pricing plan will be subject to official notice.</p>
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<p>(3) For more details on concurrency limits, please refer to <a href="/quick_start/rate_limit">Rate Limit & Isolation</a></p>
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<hr>
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<h2 class="anchor anchorWithStickyNavbar_YAqC" id="deduction-rules">Deduction Rules<a href="#deduction-rules" class="hash-link" aria-label="Direct link to Deduction Rules" title="Direct link to Deduction Rules"></a></h2>
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<p>The expense = number of tokens × price.
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The corresponding fees will be directly deducted from your topped-up balance or granted balance, with a preference for using the granted balance first when both balances are available.</p>
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<p>Product prices may vary and DeepSeek reserves the right to adjust them. We recommend topping up based on your actual usage and regularly checking this page for the most recent pricing information.</p></div></div></div><div class="col col--12"></div></article><div class="col col--12"><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Your First API Call</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/quick_start/token_usage"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Token & Token Usage</div></a></nav></div></div></div><div class="col col--3"><div class="tableOfContents_QFHP thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#model-details" class="table-of-contents__link toc-highlight">Model Details</a></li><li><a href="#deduction-rules" class="table-of-contents__link toc-highlight">Deduction Rules</a></li></ul></div></div></div></div></main></div></div></div><footer class="footer footer--dark"><div class="container container-fluid"><div class="row footer__links"><div class="col footer__col"><div class="footer__title">WeChat Official Account</div><ul class="footer__items clean-list"><li class="footer__item">
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