{"id":18023,"date":"2026-08-13T06:44:02","date_gmt":"2026-08-13T10:44:02","guid":{"rendered":"https:\/\/wp.glbgpt.com\/?p=18023"},"modified":"2026-08-13T06:44:04","modified_gmt":"2026-08-13T10:44:04","slug":"deepseek-v4-pro-review","status":"publish","type":"post","link":"https:\/\/wp.glbgpt.com\/pt-br\/hub\/deepseek-v4-pro-review","title":{"rendered":"An\u00e1lise do DeepSeek V4 Pro: O que mudou, testes de desempenho, pre\u00e7os e como experiment\u00e1-lo"},"content":{"rendered":"<section data-dsv4-visual=\"quick-answer\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:20px auto 30px;padding:clamp(22px,4vw,34px);border-radius:24px;overflow:hidden;background:linear-gradient(135deg,#eaf2ff 0%,#f1edff 55%,#e7faf3 100%);border:1px solid #cbd9ee;box-shadow:0 16px 42px rgba(29,61,112,.11)\">\n  <div style=\"display:inline-flex;align-items:center;gap:8px;margin:0 0 16px;padding:7px 11px;border-radius:999px;background:#ffffff;border:1px solid #d6e0f1;color:#50617c;font-size:12px;font-weight:850;letter-spacing:.08em;text-transform:uppercase\">Atualizado em 13 de agosto de 2026 <span aria-hidden=\"true\" style=\"color:#7b61e8\">&#8226;<\/span> An\u00e1lise pr\u00e1tica independente<\/div>\n  <p style=\"margin:0;font-size:clamp(17px,2.1vw,21px);line-height:1.72;color:#1d2b46\"><strong style=\"color:#14378c\">Resposta r\u00e1pida:<\/strong> O DeepSeek V4 est\u00e1 oficialmente dispon\u00edvel nas vers\u00f5es DeepSeek-V4-Pro-0813 e DeepSeek-V4-Flash-0731. Ambas apresentam uma janela de contexto de 1 milh\u00e3o de tokens e sa\u00edda m\u00e1xima de 384 mil. A vers\u00e3o Flash \u00e9 a op\u00e7\u00e3o de baixo custo e alta simultaneidade; a vers\u00e3o Pro custa mais, mas se mostrou mais confi\u00e1vel em nossa tarefa com m\u00faltiplas restri\u00e7\u00f5es mais rigorosa.<\/p>\n  <div aria-label=\"Principais informa\u00e7\u00f5es sobre o DeepSeek V4\" style=\"display:flex;flex-wrap:wrap;gap:9px;margin-top:20px\">\n    <span style=\"padding:8px 12px;border-radius:999px;background:#ffffff;border:1px solid #cbd8ed;font-size:13px;font-weight:800\">Pro-0813<\/span>\n    <span style=\"padding:8px 12px;border-radius:999px;background:#ffffff;border:1px solid #cbd8ed;font-size:13px;font-weight:800\">Flash-0731<\/span>\n    <span style=\"padding:8px 12px;border-radius:999px;background:#ffffff;border:1px solid #cbd8ed;font-size:13px;font-weight:800\">1M contexto<\/span>\n    <span style=\"padding:8px 12px;border-radius:999px;background:#ffffff;border:1px solid #cbd8ed;font-size:13px;font-weight:800\">Sa\u00edda m\u00e1xima de 384K<\/span>\n    <span style=\"padding:8px 12px;border-radius:999px;background:#ffffff;border:1px solid #cbd8ed;font-size:13px;font-weight:800\">Pensar + n\u00e3o pensar<\/span>\n  <\/div>\n<\/section>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>O Flash DeepSeek V4 \u00e9 a melhor configura\u00e7\u00e3o padr\u00e3o para a maioria dos usu\u00e1rios.<\/strong> Ele se equiparou ao Pro em nossos testes de codifica\u00e7\u00e3o e de recupera\u00e7\u00e3o de 20,7 mil tokens, embora custasse muito menos. O Pro justificou seu pre\u00e7o mais alto apenas na tarefa mais dif\u00edcil: obteve 12\/12 em um memorando de lan\u00e7amento rigoroso, enquanto o Flash obteve 8\/12.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Isso torna a escolha bem simples. Comece usando o Flash para tarefas rotineiras de codifica\u00e7\u00e3o, recupera\u00e7\u00e3o, extra\u00e7\u00e3o e trabalhos de grande volume. Opte pela vers\u00e3o Pro quando um \u00fanico erro aritm\u00e9tico, uma restri\u00e7\u00e3o n\u00e3o considerada ou um resultado com formato incorreto puder custar mais do que o pr\u00f3prio modelo.<\/p>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.glbgpt.com\/home?inviter=hub_popup&amp;login=1\"><img alt=\"\" fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"640\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/03\/image-831-1024x640.png\" class=\"wp-image-15877\" srcset=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/03\/image-831-1024x640.png 1024w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/03\/image-831-300x187.png 300w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/03\/image-831-768x480.png 768w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/03\/image-831-1536x960.png 1536w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/03\/image-831-2048x1279.png 2048w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/03\/image-831-18x12.png 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-3e41869c wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-black-color has-luminous-vivid-amber-background-color has-text-color has-background has-link-color wp-element-button\" href=\"https:\/\/www.glbgpt.com\/home?inviter=hub_popup&amp;login=1\">Experimente mais de 100 modelos de ponta no GlobalGPT<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<nav data-dsv4-visual=\"table-of-contents\" aria-label=\"\u00cdndice\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:30px auto;padding:clamp(22px,4vw,28px);border-radius:22px;background:#112541;color:#ffffff;box-shadow:0 14px 34px rgba(17,37,65,.18);box-sizing:border-box\">\n  <div style=\"display:flex;flex-wrap:wrap;align-items:center;justify-content:space-between;gap:10px;margin-bottom:16px\"><h2 style=\"margin:0;color:#ffffff;font-size:clamp(20px,3vw,25px)\">An\u00e1lise do DeepSeek V4: \u00edndice<\/h2><span style=\"padding:6px 10px;border-radius:999px;background:#263d5d;color:#cfe0ff;font-size:12px;font-weight:800\">11 se\u00e7\u00f5es<\/span><\/div>\n  <ol style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(230px,100%),1fr));gap:16px;margin:0;padding:0;list-style:none;counter-reset:dsv4toc\"><li style=\"min-width:0\"><a href=\"#release-status\" style=\"display:flex;align-items:center;gap:10px;padding:11px 12px;border-radius:12px;background:#1b3353;color:#e7efff;text-decoration:none;font-weight:720\"><span aria-hidden=\"true\" style=\"display:inline-grid;place-items:center;flex:0 0 28px;width:28px;height:28px;border-radius:9px;background:#31517b;color:#ffffff;font-size:12px;font-weight:900\">1<\/span><span>Status do lan\u00e7amento<\/span><\/a><\/li><li style=\"min-width:0\"><a href=\"#what-changed\" style=\"display:flex;align-items:center;gap:10px;padding:11px 12px;border-radius:12px;background:#1b3353;color:#e7efff;text-decoration:none;font-weight:720\"><span aria-hidden=\"true\" style=\"display:inline-grid;place-items:center;flex:0 0 28px;width:28px;height:28px;border-radius:9px;background:#31517b;color:#ffffff;font-size:12px;font-weight:900\">2<\/span><span>O que mudou<\/span><\/a><\/li><li style=\"min-width:0\"><a href=\"#pro-vs-flash\" style=\"display:flex;align-items:center;gap:10px;padding:11px 12px;border-radius:12px;background:#1b3353;color:#e7efff;text-decoration:none;font-weight:720\"><span aria-hidden=\"true\" style=\"display:inline-grid;place-items:center;flex:0 0 28px;width:28px;height:28px;border-radius:9px;background:#31517b;color:#ffffff;font-size:12px;font-weight:900\">3<\/span><span>Pro x Flash<\/span><\/a><\/li><li style=\"min-width:0\"><a href=\"#hands-on-tests\" style=\"display:flex;align-items:center;gap:10px;padding:11px 12px;border-radius:12px;background:#1b3353;color:#e7efff;text-decoration:none;font-weight:720\"><span aria-hidden=\"true\" style=\"display:inline-grid;place-items:center;flex:0 0 28px;width:28px;height:28px;border-radius:9px;background:#31517b;color:#ffffff;font-size:12px;font-weight:900\">4<\/span><span>Testes pr\u00e1ticos<\/span><\/a><\/li><li style=\"min-width:0\"><a href=\"#official-benchmarks\" style=\"display:flex;align-items:center;gap:10px;padding:11px 12px;border-radius:12px;background:#1b3353;color:#e7efff;text-decoration:none;font-weight:720\"><span aria-hidden=\"true\" style=\"display:inline-grid;place-items:center;flex:0 0 28px;width:28px;height:28px;border-radius:9px;background:#31517b;color:#ffffff;font-size:12px;font-weight:900\">5<\/span><span>Testes de desempenho oficiais<\/span><\/a><\/li><li style=\"min-width:0\"><a href=\"#api-pricing\" style=\"display:flex;align-items:center;gap:10px;padding:11px 12px;border-radius:12px;background:#1b3353;color:#e7efff;text-decoration:none;font-weight:720\"><span aria-hidden=\"true\" style=\"display:inline-grid;place-items:center;flex:0 0 28px;width:28px;height:28px;border-radius:9px;background:#31517b;color:#ffffff;font-size:12px;font-weight:900\">6<\/span><span>Pre\u00e7os da API<\/span><\/a><\/li><li style=\"min-width:0\"><a href=\"#context-and-limits\" style=\"display:flex;align-items:center;gap:10px;padding:11px 12px;border-radius:12px;background:#1b3353;color:#e7efff;text-decoration:none;font-weight:720\"><span aria-hidden=\"true\" style=\"display:inline-grid;place-items:center;flex:0 0 28px;width:28px;height:28px;border-radius:9px;background:#31517b;color:#ffffff;font-size:12px;font-weight:900\">7<\/span><span>Contexto e limites do 1M<\/span><\/a><\/li><li style=\"min-width:0\"><a href=\"#how-to-try\" style=\"display:flex;align-items:center;gap:10px;padding:11px 12px;border-radius:12px;background:#1b3353;color:#e7efff;text-decoration:none;font-weight:720\"><span aria-hidden=\"true\" style=\"display:inline-grid;place-items:center;flex:0 0 28px;width:28px;height:28px;border-radius:9px;background:#31517b;color:#ffffff;font-size:12px;font-weight:900\">8<\/span><span>Como experimentar<\/span><\/a><\/li><li style=\"min-width:0\"><a href=\"#which-model\" style=\"display:flex;align-items:center;gap:10px;padding:11px 12px;border-radius:12px;background:#1b3353;color:#e7efff;text-decoration:none;font-weight:720\"><span aria-hidden=\"true\" style=\"display:inline-grid;place-items:center;flex:0 0 28px;width:28px;height:28px;border-radius:9px;background:#31517b;color:#ffffff;font-size:12px;font-weight:900\">9<\/span><span>Qual modelo escolher<\/span><\/a><\/li><li style=\"min-width:0\"><a href=\"#final-verdict\" style=\"display:flex;align-items:center;gap:10px;padding:11px 12px;border-radius:12px;background:#1b3353;color:#e7efff;text-decoration:none;font-weight:720\"><span aria-hidden=\"true\" style=\"display:inline-grid;place-items:center;flex:0 0 28px;width:28px;height:28px;border-radius:9px;background:#31517b;color:#ffffff;font-size:12px;font-weight:900\">10<\/span><span>Veredicto final<\/span><\/a><\/li><li style=\"min-width:0\"><a href=\"#faq\" style=\"display:flex;align-items:center;gap:10px;padding:11px 12px;border-radius:12px;background:#1b3353;color:#e7efff;text-decoration:none;font-weight:720\"><span aria-hidden=\"true\" style=\"display:inline-grid;place-items:center;flex:0 0 28px;width:28px;height:28px;border-radius:9px;background:#31517b;color:#ffffff;font-size:12px;font-weight:900\">11<\/span><span>PERGUNTAS FREQUENTES<\/span><\/a><\/li><\/ol>\n<\/nav>\n\n\n\n<h2 id=\"release-status\" class=\"wp-block-heading\">O DeepSeek V4 j\u00e1 foi lan\u00e7ado oficialmente?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Sim.<\/strong> Conforme verificado em 13 de agosto de 2026, o <a href=\"https:\/\/api-docs.deepseek.com\/quick_start\/pricing\">P\u00e1gina oficial de modelos e pre\u00e7os<\/a> listas DeepSeek-V4-Pro-0813 e DeepSeek-V4-Flash-0731. Essa \u00e9 a informa\u00e7\u00e3o atual a ser utilizada \u2014 e n\u00e3o a frase do registro de altera\u00e7\u00f5es de 31 de julho que dizia que a vers\u00e3o Pro seria lan\u00e7ada em breve.<\/p>\n\n\n\n<section data-dsv4-visual=\"release-tiers\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:26px auto;display:grid;grid-template-columns:repeat(auto-fit,minmax(min(230px,100%),1fr));gap:16px;box-sizing:border-box\">\n  <article style=\"min-width:0;padding:20px;border-radius:18px;background:#ffffff;border:1px solid #d7dfed;box-shadow:0 8px 24px rgba(28,47,82,.07);box-sizing:border-box;border-top:5px solid #7657ef\"><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850\">N\u00edvel de qualidade<\/span><h3 style=\"margin:0 0 10px;font-size:20px;color:#332174\">DeepSeek V4 Pro<\/h3><p style=\"margin:6px 0;line-height:1.6\"><strong>Vers\u00e3o:<\/strong> Pro-0813<\/p><p style=\"margin:6px 0;line-height:1.6\"><strong>Melhor ajuste:<\/strong> programa\u00e7\u00e3o mais complexa, agentes, racioc\u00ednio e entregas com muitas restri\u00e7\u00f5es.<\/p><\/article>\n  <article style=\"min-width:0;padding:20px;border-radius:18px;background:#ffffff;border:1px solid #d7dfed;box-shadow:0 8px 24px rgba(28,47,82,.07);box-sizing:border-box;border-top:5px solid #2864ff\"><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850\">N\u00edvel de efici\u00eancia<\/span><h3 style=\"margin:0 0 10px;font-size:20px;color:#1746a2\">DeepSeek V4 Flash<\/h3><p style=\"margin:6px 0;line-height:1.6\"><strong>Vers\u00e3o:<\/strong> Flash-0731<\/p><p style=\"margin:6px 0;line-height:1.6\"><strong>Melhor ajuste:<\/strong> produ\u00e7\u00e3o em alta produtividade, codifica\u00e7\u00e3o de rotina, recupera\u00e7\u00e3o e cargas de trabalho com restri\u00e7\u00f5es de custo.<\/p><\/article>\n<\/section>\n\n\n\n<p class=\"wp-block-paragraph\">Os nomes podem causar confus\u00e3o, pois o relat\u00f3rio t\u00e9cnico da V4 descreve variantes de pr\u00e9-visualiza\u00e7\u00e3o, enquanto a API em produ\u00e7\u00e3o utiliza vers\u00f5es de produ\u00e7\u00e3o com data espec\u00edfica. Ao longo desta an\u00e1lise, \u201cPro\u201d refere-se a Pro-0813 e \u201cFlash\u201d refere-se a Flash-0731, a menos que uma frase mencione explicitamente \u201cV4 Preview\u201d.\u201d<\/p>\n\n\n\n<figure data-dsv4-visual=\"evidence-figure\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:30px auto;padding:16px;border-radius:22px;background:#ffffff;border:1px solid #d9e1ee;border-top:5px solid #2864ff;box-shadow:0 12px 34px rgba(25,39,67,.09);box-sizing:border-box\"><div style=\"display:inline-flex;align-items:center;margin:0 0 12px;padding:6px 10px;border-radius:999px;background:#f1f5fb;color:#41526d;font-size:12px;font-weight:850;letter-spacing:.06em;text-transform:uppercase\">Pre\u00e7os e especifica\u00e7\u00f5es oficiais<\/div><img decoding=\"async\" style=\"display:block;width:100%;height:auto;border-radius:16px;border:1px solid #d7deea;background:#f4f7fb\" src=\"https:\/\/static.futureshareai.com\/glb_features\/deepseek-v4-official-models-pricing-2026-08-13.webp\" alt=\"Vers\u00f5es oficiais dos modelos DeepSeek V4 Pro e Flash, limites de contexto, recursos e pre\u00e7os da API\" width=\"1280\" height=\"1236\"><figcaption style=\"margin:11px 3px 2px;font-size:14px;line-height:1.62;color:#59677d\">A documenta\u00e7\u00e3o da API DeepSeek listou os c\u00f3digos V4-Pro-0813 e V4-Flash-0731 com contexto de 1M e pre\u00e7os de tokens com data de 13 de agosto de 2026. Os pre\u00e7os s\u00e3o din\u00e2micos e devem ser verificados novamente antes da publica\u00e7\u00e3o.<\/figcaption><\/figure>\n\n\n\n<figure data-dsv4-visual=\"evidence-figure\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:30px auto;padding:16px;border-radius:22px;background:#ffffff;border:1px solid #d9e1ee;border-top:5px solid #e3a21a;box-shadow:0 12px 34px rgba(25,39,67,.09);box-sizing:border-box\"><div style=\"display:inline-flex;align-items:center;margin:0 0 12px;padding:6px 10px;border-radius:999px;background:#f1f5fb;color:#41526d;font-size:12px;font-weight:850;letter-spacing:.06em;text-transform:uppercase\">Hist\u00f3rico oficial de lan\u00e7amentos<\/div><img decoding=\"async\" style=\"display:block;width:100%;height:auto;border-radius:16px;border:1px solid #d7deea;background:#f4f7fb\" src=\"https:\/\/static.futureshareai.com\/glb_features\/deepseek-v4-flash-0731-official-update.webp\" alt=\"DeepSeek V4 Flash: atualiza\u00e7\u00e3o oficial de 31 de julho e notas sobre o benchmark do agente\" width=\"1280\" height=\"871\"><figcaption style=\"margin:11px 3px 2px;font-size:14px;line-height:1.62;color:#59677d\">A atualiza\u00e7\u00e3o de 31 de julho menciona o Flash, as configura\u00e7\u00f5es de benchmark e o suporte ao Codex. A frase \u201cA vers\u00e3o Pro ser\u00e1 lan\u00e7ada em breve\u201d \u00e9 uma nota de lan\u00e7amento hist\u00f3rica, e n\u00e3o o status atual de 13 de agosto.<\/figcaption><\/figure>\n\n\n\n<h2 id=\"what-changed\" class=\"wp-block-heading\">O que mudou no DeepSeek V4 Pro?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">As mudan\u00e7as mais evidentes s\u00e3o a escala, a capacidade de contexto, as interfaces orientadas a agentes e uma estrat\u00e9gia de produto em duas camadas. A DeepSeek\u2019s <a href=\"https:\/\/huggingface.co\/deepseek-ai\/DeepSeek-V4-Pro\">cart\u00e3o oficial do modelo Pro<\/a> identifica um modelo de mistura de especialistas com 1,6 trilh\u00e3o de par\u00e2metros no total e 49 bilh\u00f5es de par\u00e2metros ativos, disponibilizado sob a licen\u00e7a do MIT. Os materiais da V4 que acompanham o trabalho descrevem novos estudos sobre aten\u00e7\u00e3o e roteamento, com o objetivo de tornar vi\u00e1vel o processamento de milh\u00f5es de tokens.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Dois n\u00edveis atuais:<\/strong> O Pro para trabalhos que exigem qualidade e o Flash para rendimento e custo.<\/li>\n\n\n\n<li><strong>Mem\u00f3ria de trabalho muito mais longa:<\/strong> uma janela de contexto com 1 milh\u00e3o de tokens para ambos os modelos.<\/li>\n\n\n\n<li><strong>Limite m\u00e1ximo de gera\u00e7\u00e3o:<\/strong> at\u00e9 384 mil tokens de sa\u00edda, conforme a especifica\u00e7\u00e3o oficial.<\/li>\n\n\n\n<li><strong>Interfaces de agente:<\/strong> chamadas de ferramentas, sa\u00edda em JSON, API de respostas e acesso compat\u00edvel com Anthropic.<\/li>\n\n\n\n<li><strong>Categorias de peso aberto:<\/strong> Est\u00e3o dispon\u00edveis fichas t\u00e9cnicas e arquivos oficiais do modelo V4, embora a implanta\u00e7\u00e3o local em grande escala continue sendo um grande projeto de infraestrutura.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Essa combina\u00e7\u00e3o torna o V4 relevante para codifica\u00e7\u00e3o em escala de reposit\u00f3rio, pacotes de pesquisa extensos e rastros de agentes com v\u00e1rias etapas. Ela tamb\u00e9m altera o panorama competitivo: uma avalia\u00e7\u00e3o \u00fatil agora precisa ir al\u00e9m da qualidade do bate-papo e questionar como o modelo se comporta ao lidar com ferramentas, formatos r\u00edgidos e entradas extensas. Nossa <a href=\"https:\/\/www.glbgpt.com\/hub\/deepseek-vs-chatgpt\/\">Compara\u00e7\u00e3o entre DeepSeek e ChatGPT<\/a> apresenta mais informa\u00e7\u00f5es sobre as diferen\u00e7as entre esses ecossistemas.<\/p>\n\n\n\n<figure data-dsv4-visual=\"evidence-figure\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:30px auto;padding:16px;border-radius:22px;background:#ffffff;border:1px solid #d9e1ee;border-top:5px solid #7657ef;box-shadow:0 12px 34px rgba(25,39,67,.09);box-sizing:border-box\"><div style=\"display:inline-flex;align-items:center;margin:0 0 12px;padding:6px 10px;border-radius:999px;background:#f1f5fb;color:#41526d;font-size:12px;font-weight:850;letter-spacing:.06em;text-transform:uppercase\">Ficha t\u00e9cnica oficial<\/div><img loading=\"lazy\" decoding=\"async\" style=\"display:block;width:100%;height:auto;border-radius:16px;border:1px solid #d7deea;background:#f4f7fb\" src=\"https:\/\/static.futureshareai.com\/glb_features\/deepseek-v4-pro-official-huggingface-model-card.webp\" alt=\"Ficha t\u00e9cnica oficial do modelo DeepSeek V4 Pro da Hugging Face e pesos abertos\" width=\"1062\" height=\"1280\"><figcaption style=\"margin:11px 3px 2px;font-size:14px;line-height:1.62;color:#59677d\">A ficha t\u00e9cnica oficial identifica o modelo DeepSeek-V4-Pro, a licen\u00e7a MIT, o projeto de 1,6 T\/49 B e suporte para um milh\u00e3o de tokens.<\/figcaption><\/figure>\n\n\n\n<h2 id=\"pro-vs-flash\" class=\"wp-block-heading\">DeepSeek V4 Pro x Flash: a diferen\u00e7a na pr\u00e1tica<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ambas as vers\u00f5es apresentam o mesmo contexto de t\u00edtulo e os mesmos limites de sa\u00edda; portanto, n\u00e3o se trata de uma escolha entre um \u201cmodelo completo\u201d e um \u201cmodelo de contexto reduzido\u201d. Trata-se, principalmente, de uma decis\u00e3o relacionada \u00e0 qualidade, ao pre\u00e7o e ao planejamento de capacidade. O limite oficial de simultaneidade do Flash \u00e9 cinco vezes maior que o do Pro, enquanto os tokens de entrada e sa\u00edda com falha de cache do Pro custam pouco mais de tr\u00eas vezes mais.<\/p>\n\n\n\n<section data-dsv4-visual=\"specification-card-table\" data-dsv4-table=\"pro-vs-flash\" aria-label=\"Compara\u00e7\u00e3o entre as especifica\u00e7\u00f5es do DeepSeek V4 Pro e do Flash\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:28px auto;padding:clamp(18px,3vw,24px);border-radius:22px;background:#f5f8fd;border:1px solid #d7e0ee;box-sizing:border-box\">\n  <div style=\"display:flex;flex-wrap:wrap;align-items:end;justify-content:space-between;gap:10px;margin-bottom:16px\"><div><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850;color:#31527e\">Compara\u00e7\u00e3o de especifica\u00e7\u00f5es lado a lado<\/span><h3 style=\"margin:0;font-size:22px;color:#142b4f\">Pro x Flash: uma vis\u00e3o geral<\/h3><\/div><div style=\"display:flex;gap:8px;font-size:12px;font-weight:850\"><span style=\"padding:7px 10px;border-radius:999px;background:#e6efff;color:#1746a2\">Flash<\/span><span style=\"padding:7px 10px;border-radius:999px;background:#eee9ff;color:#4d35a7\">Pr\u00f3s<\/span><\/div><\/div>\n  <div style=\"display:grid;gap:10px\"><div style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(240px,100%),1fr));gap:12px;padding:14px;border-radius:15px;background:#ffffff;border:1px solid #dce4ef\"><strong style=\"align-self:center;color:#263955;line-height:1.45\">Vers\u00e3o atual<\/strong><div style=\"display:grid;grid-template-columns:repeat(2,minmax(0,1fr));gap:8px\"><div style=\"min-width:0;padding:10px;border-radius:11px;background:#eef4ff;color:#1746a2;overflow-wrap:anywhere\"><span style=\"display:block;margin-bottom:4px;font-size:10px;letter-spacing:.08em;text-transform:uppercase;font-weight:850\">Flash<\/span><span style=\"font-weight:720\">Flash-0731<\/span><\/div><div style=\"min-width:0;padding:10px;border-radius:11px;background:#f2edff;color:#4d35a7;overflow-wrap:anywhere\"><span style=\"display:block;margin-bottom:4px;font-size:10px;letter-spacing:.08em;text-transform:uppercase;font-weight:850\">Pr\u00f3s<\/span><span style=\"font-weight:720\">Pro-0813<\/span><\/div><\/div><\/div><div style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(240px,100%),1fr));gap:12px;padding:14px;border-radius:15px;background:#ffffff;border:1px solid #dce4ef\"><strong style=\"align-self:center;color:#263955;line-height:1.45\">Janela de contexto<\/strong><div style=\"display:grid;grid-template-columns:repeat(2,minmax(0,1fr));gap:8px\"><div style=\"min-width:0;padding:10px;border-radius:11px;background:#eef4ff;color:#1746a2;overflow-wrap:anywhere\"><span style=\"display:block;margin-bottom:4px;font-size:10px;letter-spacing:.08em;text-transform:uppercase;font-weight:850\">Flash<\/span><span style=\"font-weight:720\">1 milh\u00e3o de tokens<\/span><\/div><div style=\"min-width:0;padding:10px;border-radius:11px;background:#f2edff;color:#4d35a7;overflow-wrap:anywhere\"><span style=\"display:block;margin-bottom:4px;font-size:10px;letter-spacing:.08em;text-transform:uppercase;font-weight:850\">Pr\u00f3s<\/span><span style=\"font-weight:720\">1 milh\u00e3o de tokens<\/span><\/div><\/div><\/div><div style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(240px,100%),1fr));gap:12px;padding:14px;border-radius:15px;background:#ffffff;border:1px solid #dce4ef\"><strong style=\"align-self:center;color:#263955;line-height:1.45\">Pot\u00eancia m\u00e1xima<\/strong><div style=\"display:grid;grid-template-columns:repeat(2,minmax(0,1fr));gap:8px\"><div style=\"min-width:0;padding:10px;border-radius:11px;background:#eef4ff;color:#1746a2;overflow-wrap:anywhere\"><span style=\"display:block;margin-bottom:4px;font-size:10px;letter-spacing:.08em;text-transform:uppercase;font-weight:850\">Flash<\/span><span style=\"font-weight:720\">384 mil tokens<\/span><\/div><div style=\"min-width:0;padding:10px;border-radius:11px;background:#f2edff;color:#4d35a7;overflow-wrap:anywhere\"><span style=\"display:block;margin-bottom:4px;font-size:10px;letter-spacing:.08em;text-transform:uppercase;font-weight:850\">Pr\u00f3s<\/span><span style=\"font-weight:720\">384 mil tokens<\/span><\/div><\/div><\/div><div style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(240px,100%),1fr));gap:12px;padding:14px;border-radius:15px;background:#ffffff;border:1px solid #dce4ef\"><strong style=\"align-self:center;color:#263955;line-height:1.45\">Modos de pensamento<\/strong><div style=\"display:grid;grid-template-columns:repeat(2,minmax(0,1fr));gap:8px\"><div style=\"min-width:0;padding:10px;border-radius:11px;background:#eef4ff;color:#1746a2;overflow-wrap:anywhere\"><span style=\"display:block;margin-bottom:4px;font-size:10px;letter-spacing:.08em;text-transform:uppercase;font-weight:850\">Flash<\/span><span style=\"font-weight:720\">Pensar e n\u00e3o pensar<\/span><\/div><div style=\"min-width:0;padding:10px;border-radius:11px;background:#f2edff;color:#4d35a7;overflow-wrap:anywhere\"><span style=\"display:block;margin-bottom:4px;font-size:10px;letter-spacing:.08em;text-transform:uppercase;font-weight:850\">Pr\u00f3s<\/span><span style=\"font-weight:720\">Pensar e n\u00e3o pensar<\/span><\/div><\/div><\/div><div style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(240px,100%),1fr));gap:12px;padding:14px;border-radius:15px;background:#ffffff;border:1px solid #dce4ef\"><strong style=\"align-self:center;color:#263955;line-height:1.45\">Limite m\u00e1ximo oficial de concorr\u00eancia<\/strong><div style=\"display:grid;grid-template-columns:repeat(2,minmax(0,1fr));gap:8px\"><div style=\"min-width:0;padding:10px;border-radius:11px;background:#eef4ff;color:#1746a2;overflow-wrap:anywhere\"><span style=\"display:block;margin-bottom:4px;font-size:10px;letter-spacing:.08em;text-transform:uppercase;font-weight:850\">Flash<\/span><span style=\"font-weight:720\">2,500<\/span><\/div><div style=\"min-width:0;padding:10px;border-radius:11px;background:#f2edff;color:#4d35a7;overflow-wrap:anywhere\"><span style=\"display:block;margin-bottom:4px;font-size:10px;letter-spacing:.08em;text-transform:uppercase;font-weight:850\">Pr\u00f3s<\/span><span style=\"font-weight:720\">500<\/span><\/div><\/div><\/div><div style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(240px,100%),1fr));gap:12px;padding:14px;border-radius:15px;background:#ffffff;border:1px solid #dce4ef\"><strong style=\"align-self:center;color:#263955;line-height:1.45\">Entrada com falha de cache \/ 1M<\/strong><div style=\"display:grid;grid-template-columns:repeat(2,minmax(0,1fr));gap:8px\"><div style=\"min-width:0;padding:10px;border-radius:11px;background:#eef4ff;color:#1746a2;overflow-wrap:anywhere\"><span style=\"display:block;margin-bottom:4px;font-size:10px;letter-spacing:.08em;text-transform:uppercase;font-weight:850\">Flash<\/span><span style=\"font-weight:720\">$0.14<\/span><\/div><div style=\"min-width:0;padding:10px;border-radius:11px;background:#f2edff;color:#4d35a7;overflow-wrap:anywhere\"><span style=\"display:block;margin-bottom:4px;font-size:10px;letter-spacing:.08em;text-transform:uppercase;font-weight:850\">Pr\u00f3s<\/span><span style=\"font-weight:720\">$0.435<\/span><\/div><\/div><\/div><div style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(240px,100%),1fr));gap:12px;padding:14px;border-radius:15px;background:#ffffff;border:1px solid #dce4ef\"><strong style=\"align-self:center;color:#263955;line-height:1.45\">Sa\u00edda \/ 1M<\/strong><div style=\"display:grid;grid-template-columns:repeat(2,minmax(0,1fr));gap:8px\"><div style=\"min-width:0;padding:10px;border-radius:11px;background:#eef4ff;color:#1746a2;overflow-wrap:anywhere\"><span style=\"display:block;margin-bottom:4px;font-size:10px;letter-spacing:.08em;text-transform:uppercase;font-weight:850\">Flash<\/span><span style=\"font-weight:720\">$0.28<\/span><\/div><div style=\"min-width:0;padding:10px;border-radius:11px;background:#f2edff;color:#4d35a7;overflow-wrap:anywhere\"><span style=\"display:block;margin-bottom:4px;font-size:10px;letter-spacing:.08em;text-transform:uppercase;font-weight:850\">Pr\u00f3s<\/span><span style=\"font-weight:720\">$0.87<\/span><\/div><\/div><\/div><div style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(240px,100%),1fr));gap:12px;padding:14px;border-radius:15px;background:#ffffff;border:1px solid #dce4ef\"><strong style=\"align-self:center;color:#263955;line-height:1.45\">Nossa maior vantagem observada<\/strong><div style=\"display:grid;grid-template-columns:repeat(2,minmax(0,1fr));gap:8px\"><div style=\"min-width:0;padding:10px;border-radius:11px;background:#eef4ff;color:#1746a2;overflow-wrap:anywhere\"><span style=\"display:block;margin-bottom:4px;font-size:10px;letter-spacing:.08em;text-transform:uppercase;font-weight:850\">Flash<\/span><span style=\"font-weight:720\">Execu\u00e7\u00e3o mais r\u00e1pida da codifica\u00e7\u00e3o; menor uso de tokens<\/span><\/div><div style=\"min-width:0;padding:10px;border-radius:11px;background:#f2edff;color:#4d35a7;overflow-wrap:anywhere\"><span style=\"display:block;margin-bottom:4px;font-size:10px;letter-spacing:.08em;text-transform:uppercase;font-weight:850\">Pr\u00f3s<\/span><span style=\"font-weight:720\">Pontua\u00e7\u00e3o perfeita no m\u00e9todo \u201cstrict-memo\u201d<\/span><\/div><\/div><\/div><\/div>\n  <p style=\"margin:14px 2px 0;color:#5b687b;font-size:13px;line-height:1.6\">Especifica\u00e7\u00f5es oficiais e pre\u00e7os verificados em 13 de agosto de 2026; as observa\u00e7\u00f5es pr\u00e1ticas s\u00e3o baseadas em uma \u00fanica execu\u00e7\u00e3o por tarefa e n\u00e3o constituem testes de desempenho oficiais.<\/p>\n<\/section>\n\n\n\n<section data-dsv4-visual=\"pro-flash-choice\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:28px auto;padding:clamp(18px,3vw,24px);border-radius:22px;background:linear-gradient(135deg,#f1f6ff,#f8f3ff);border:1px solid #d5dcf1;box-sizing:border-box\">\n  <div style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(230px,100%),1fr));gap:16px\">\n    <article style=\"min-width:0;padding:20px;border-radius:18px;background:#ffffff;border:1px solid #d7dfed;box-shadow:0 8px 24px rgba(28,47,82,.07);box-sizing:border-box;border-left:5px solid #2864ff\"><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850;color:#174ed3\">Custo mais baixo + escala<\/span><h3 style=\"margin:0 0 10px;color:#1746a2\">Escolha o Flash quando\u2026<\/h3><p style=\"margin:0;line-height:1.65;color:#46536b\">Voc\u00ea precisa de escalabilidade a baixo custo, corre\u00e7\u00f5es de c\u00f3digo de rotina, extra\u00e7\u00e3o, classifica\u00e7\u00e3o ou muitas solicita\u00e7\u00f5es paralelas \u2014 e pode validar c\u00e1lculos de alto risco e restri\u00e7\u00f5es de formato.<\/p><\/article>\n    <article style=\"min-width:0;padding:20px;border-radius:18px;background:#ffffff;border:1px solid #d7dfed;box-shadow:0 8px 24px rgba(28,47,82,.07);box-sizing:border-box;border-left:5px solid #7657ef\"><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850;color:#5d43c5\">Maior garantia<\/span><h3 style=\"margin:0 0 10px;color:#442b9a\">Escolha a vers\u00e3o Pro quando\u2026<\/h3><p style=\"margin:0;line-height:1.65;color:#46536b\">O resultado combina c\u00f3digo, pol\u00edticas, finan\u00e7as ou diversas restri\u00e7\u00f5es exatas, e o custo adicional \u00e9 menor do que o custo de uma falha sutil.<\/p><\/article>\n  <\/div>\n<\/section>\n\n\n\n<h2 id=\"hands-on-tests\" class=\"wp-block-heading\">Testes pr\u00e1ticos: codifica\u00e7\u00e3o, recupera\u00e7\u00e3o e cumprimento de restri\u00e7\u00f5es<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Testamos os dois IDs de modelo de API por meio do mesmo endpoint do Broly Anywhere compat\u00edvel com OpenAI em 13 de agosto de 2026. A temperatura era de 0. Cada resultado pontuado corresponde a uma execu\u00e7\u00e3o por modelo e tarefa. O tempo real inclui o atraso do gateway e do upstream, portanto, serve como uma observa\u00e7\u00e3o \u2014 e n\u00e3o como uma classifica\u00e7\u00e3o est\u00e1vel de lat\u00eancia.<\/p>\n\n\n\n<section data-dsv4-visual=\"hands-on-dashboard\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:28px auto;padding:clamp(18px,3vw,24px);border-radius:22px;background:#f4f7fc;border:1px solid #d9e0ee;box-sizing:border-box\">\n  <div style=\"display:flex;flex-wrap:wrap;align-items:center;justify-content:space-between;gap:10px;margin-bottom:16px\"><div><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850;color:#31527e\">Uma execu\u00e7\u00e3o por modelo e por tarefa<\/span><h3 style=\"margin:0;font-size:22px;color:#142b4f\">Quadro de resultados pr\u00e1tico<\/h3><\/div><span style=\"padding:7px 10px;border-radius:999px;background:#e4ecfa;color:#31527e;font-size:12px;font-weight:850\">Dados observados, n\u00e3o oficiais<\/span><\/div>\n  <div style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(230px,100%),1fr));gap:16px\">\n    <article style=\"min-width:0;padding:20px;border-radius:18px;background:#ffffff;border:1px solid #d7dfed;box-shadow:0 8px 24px rgba(28,47,82,.07);box-sizing:border-box;border-top:5px solid #2864ff\"><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850\">Codifica\u00e7\u00e3o ag\u00eanica<\/span><div style=\"font-size:clamp(26px,4vw,33px);line-height:1.1;font-weight:900;color:#183f9d\">8\/8 <span style=\"color:#9aa7b8\">&#8226;<\/span> 8\/8<\/div><p style=\"margin:10px 0 0;line-height:1.55;color:#536178\">Tanto o Pro quanto o Flash foram aprovados em todos os testes corrigidos.<\/p><\/article>\n    <article style=\"min-width:0;padding:20px;border-radius:18px;background:#ffffff;border:1px solid #d7dfed;box-shadow:0 8px 24px rgba(28,47,82,.07);box-sizing:border-box;border-top:5px solid #1ca078\"><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850\">Dossi\u00ea de 20,7 mil<\/span><div style=\"font-size:clamp(26px,4vw,33px);line-height:1.1;font-weight:900;color:#14755a\">22\/22 <span style=\"color:#9aa7b8\">&#8226;<\/span> 22\/22<\/div><p style=\"margin:10px 0 0;line-height:1.55;color:#536178\">Tanto as respostas quanto todas as refer\u00eancias aos registros exigidas estavam corretas.<\/p><\/article>\n    <article style=\"min-width:0;padding:20px;border-radius:18px;background:#ffffff;border:1px solid #d7dfed;box-shadow:0 8px 24px rgba(28,47,82,.07);box-sizing:border-box;border-top:5px solid #7657ef\"><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850\">Memorando rigoroso<\/span><div style=\"font-size:clamp(26px,4vw,33px);line-height:1.1;font-weight:900;color:#5b3fc0\">12\/12 <span style=\"color:#9aa7b8\">&#8226;<\/span> 8\/12<\/div><p style=\"margin:10px 0 0;line-height:1.55;color:#536178\">O Pro cumpriu todas as regras; o Flash n\u00e3o atendeu \u00e0s restri\u00e7\u00f5es aritm\u00e9ticas e de comprimento.<\/p><\/article>\n  <\/div>\n<\/section>\n\n\n\n<h3 class=\"wp-block-heading\">Teste 1: depura\u00e7\u00e3o em Python com o agentic<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">O harness forneceu a cada modelo quatro ferramentas \u2014 listar arquivos, ler um arquivo, gravar um arquivo e executar testes \u2014 dentro de um pequeno projeto de Python de tr\u00eas arquivos sobre pre\u00e7os. Isso se assemelha mais a um fluxo de trabalho de agente do que a solicitar um trecho de c\u00f3digo no chat.<\/p>\n\n\n\n<section data-dsv4-visual=\"prompt-card\" data-dsv4-prompt=\"agentic-coding\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:24px auto 30px;padding:clamp(16px,3vw,22px);border-radius:22px;background:linear-gradient(145deg,#111d31,#182845);border:1px solid #2b4266;box-shadow:0 15px 36px rgba(16,31,54,.18);color:#eef4ff;box-sizing:border-box\">\n  <div style=\"display:flex;flex-wrap:wrap;align-items:center;justify-content:space-between;gap:12px;margin-bottom:13px\">\n    <div style=\"min-width:0\"><span style=\"display:inline-block;margin:0 0 7px;padding:5px 9px;border-radius:999px;background:#2a4167;color:#cfe0ff;font-size:11px;font-weight:850;letter-spacing:.08em;text-transform:uppercase\">Teste 1 \/ Codifica\u00e7\u00e3o ag\u00eanica<\/span><h4 style=\"margin:0;color:#ffffff;font-size:19px;line-height:1.35\">Depurar, corrigir e verificar um projeto de c\u00e1lculo de pre\u00e7os em Python<\/h4><\/div>\n    <button type=\"button\" data-copy-prompt aria-label=\"Copiar, depurar, corrigir e verificar um projeto de c\u00e1lculo de pre\u00e7os em Python\" style=\"appearance:none;border:1px solid #b8cced;border-radius:11px;padding:10px 15px;background:#f7fbff;color:#183f72;font:inherit;font-weight:850;cursor:pointer;box-shadow:0 5px 16px rgba(0,0,0,.15)\" onclick=\"(async function(button){const card=button.closest('[data-dsv4-prompt]');const box=card.querySelector('textarea');const status=card.querySelector('[data-copy-status]');const fallback=function(){box.focus();box.select();box.setSelectionRange(0,box.value.length);status.textContent='Automatic copy was blocked. Prompt selected - press Ctrl\/Cmd+C.';};try{if(!navigator.clipboard||!navigator.clipboard.writeText)throw new Error('Clipboard unavailable');let timer;await Promise.race([navigator.clipboard.writeText(box.value),new Promise(function(_,reject){timer=setTimeout(function(){reject(new Error('Clipboard timeout'));},1200);})]);clearTimeout(timer);status.textContent='Prompt copied.';}catch(error){fallback();}})(this)\"><span aria-hidden=\"true\">&#10697;<\/span> Copiar prompt<\/button>\n  <\/div>\n  <textarea aria-label=\"Depurar, corrigir e verificar um projeto de c\u00e1lculo de pre\u00e7os em Python\" spellcheck=\"false\" style=\"display:block;width:100%;height:190px;min-height:150px;max-height:520px;resize:vertical;padding:15px;border:1px solid #3d5375;border-radius:14px;background:#0b1424;color:#e8f0ff;font:13px\/1.62 ui-monospace,SFMono-Regular,Consolas,'Liberation Mono',monospace;white-space:pre-wrap;overflow:auto;overflow-wrap:anywhere;box-sizing:border-box\">You are debugging a small Python order-pricing project. Use the available tools to inspect the files, fix the implementation, and run the tests. Requirements: (1) apply percent_discount first, then subtract fixed_discount; (2) reject quantity &lt;= 0 with ValueError(&#8216;quantity must be positive&#8217;); (3) round monetary results to two decimal places with ROUND_HALF_UP; (4) preserve Decimal return values; (5) do not modify tests or add dependencies. Keep the change minimal. Do not claim success until you run the test suite. When finished, summarize the change and the actual test result.<\/textarea>\n  <div style=\"display:flex;flex-wrap:wrap;justify-content:space-between;gap:8px;margin-top:10px;color:#aebdd3;font-size:12px;line-height:1.45\"><span>Edit\u00e1vel e reutiliz\u00e1vel \u2013 revise os dados inseridos antes de executar.<\/span><span data-copy-status role=\"status\" aria-live=\"polite\">Pronto para copiar<\/span><\/div>\n<\/section>\n\n\n\n<p class=\"wp-block-paragraph\">Ambos os modelos seguiram o mesmo caminho de seis chamadas, com altera\u00e7\u00f5es apenas na implementa\u00e7\u00e3o, e produziram <code>8 aprovados<\/code>. O Flash concluiu essa execu\u00e7\u00e3o em 47,378 segundos, contra os 95,228 segundos do Pro, e utilizou menos tokens devolvidos. N\u00e3o houve um vencedor em termos de qualidade neste caso. Para outra perspectiva focada no c\u00f3digo, consulte nosso <a href=\"https:\/\/www.glbgpt.com\/hub\/deepseek-vs-chatgpt-which-ai-tool-generates-better-python-code\/\">Teste de programa\u00e7\u00e3o em Python: DeepSeek vs ChatGPT<\/a>.<\/p>\n\n\n\n<figure data-dsv4-visual=\"evidence-figure\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:30px auto;padding:16px;border-radius:22px;background:#ffffff;border:1px solid #d9e1ee;border-top:5px solid #2864ff;box-shadow:0 12px 34px rgba(25,39,67,.09);box-sizing:border-box\"><div style=\"display:inline-flex;align-items:center;margin:0 0 12px;padding:6px 10px;border-radius:999px;background:#f1f5fb;color:#41526d;font-size:12px;font-weight:850;letter-spacing:.06em;text-transform:uppercase\">Teste pr\u00e1tico 1 \/ Programa\u00e7\u00e3o ag\u00eanica<\/div><img loading=\"lazy\" decoding=\"async\" style=\"display:block;width:100%;height:auto;border-radius:16px;border:1px solid #d7deea;background:#f4f7fb\" src=\"https:\/\/static.futureshareai.com\/glb_features\/deepseek-v4-pro-hands-on-agentic-coding.webp\" alt=\"Resultados do DeepSeek V4 Pro e do Flash em uma tarefa de depura\u00e7\u00e3o em Python com abordagem agentiva\" width=\"1280\" height=\"853\"><figcaption style=\"margin:11px 3px 2px;font-size:14px;line-height:1.62;color:#59677d\">Ambos os modelos foram aprovados em todos os 8 testes fixos em uma \u00fanica execu\u00e7\u00e3o. O tempo medido inclui a lat\u00eancia do gateway e do upstream e n\u00e3o se trata de um benchmark oficial.<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Teste 2: recupera\u00e7\u00e3o de um dossi\u00ea com aproximadamente 20,7 mil tokens<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Anexamos um dossi\u00ea contendo mais de 180 registros, op\u00e7\u00f5es de resposta repetidas, rascunhos desatualizados e dez fatos dispersos. O modelo precisava responder em um formato exato de dez linhas e citar um registro para cada resposta.<\/p>\n\n\n\n<section data-dsv4-visual=\"prompt-card\" data-dsv4-prompt=\"dossier-retrieval\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:24px auto 30px;padding:clamp(16px,3vw,22px);border-radius:22px;background:linear-gradient(145deg,#111d31,#182845);border:1px solid #2b4266;box-shadow:0 15px 36px rgba(16,31,54,.18);color:#eef4ff;box-sizing:border-box\">\n  <div style=\"display:flex;flex-wrap:wrap;align-items:center;justify-content:space-between;gap:12px;margin-bottom:13px\">\n    <div style=\"min-width:0\"><span style=\"display:inline-block;margin:0 0 7px;padding:5px 9px;border-radius:999px;background:#2a4167;color:#cfe0ff;font-size:11px;font-weight:850;letter-spacing:.08em;text-transform:uppercase\">Teste 2 \/ Recupera\u00e7\u00e3o<\/span><h4 style=\"margin:0;color:#ffffff;font-size:19px;line-height:1.35\">Responda a um dossi\u00ea confuso com refer\u00eancias precisas<\/h4><\/div>\n    <button type=\"button\" data-copy-prompt aria-label=\"Copiar resposta: um dossi\u00ea extenso com cita\u00e7\u00f5es precisas\" style=\"appearance:none;border:1px solid #b8cced;border-radius:11px;padding:10px 15px;background:#f7fbff;color:#183f72;font:inherit;font-weight:850;cursor:pointer;box-shadow:0 5px 16px rgba(0,0,0,.15)\" onclick=\"(async function(button){const card=button.closest('[data-dsv4-prompt]');const box=card.querySelector('textarea');const status=card.querySelector('[data-copy-status]');const fallback=function(){box.focus();box.select();box.setSelectionRange(0,box.value.length);status.textContent='Automatic copy was blocked. Prompt selected - press Ctrl\/Cmd+C.';};try{if(!navigator.clipboard||!navigator.clipboard.writeText)throw new Error('Clipboard unavailable');let timer;await Promise.race([navigator.clipboard.writeText(box.value),new Promise(function(_,reject){timer=setTimeout(function(){reject(new Error('Clipboard timeout'));},1200);})]);clearTimeout(timer);status.textContent='Prompt copied.';}catch(error){fallback();}})(this)\"><span aria-hidden=\"true\">&#10697;<\/span> Copiar prompt<\/button>\n  <\/div>\n  <textarea aria-label=\"Responda a um dossi\u00ea confuso com refer\u00eancias precisas\" spellcheck=\"false\" style=\"display:block;width:100%;height:155px;min-height:150px;max-height:520px;resize:vertical;padding:15px;border:1px solid #3d5375;border-radius:14px;background:#0b1424;color:#e8f0ff;font:13px\/1.62 ui-monospace,SFMono-Regular,Consolas,'Liberation Mono',monospace;white-space:pre-wrap;overflow:auto;overflow-wrap:anywhere;box-sizing:border-box\">Use only the dossier below. Later signed\/final records override drafts or rehearsals. Answer exactly 10 lines in the format `Qn | answer | [REC-####]`. Do not add an introduction, conclusion, or outside facts. If evidence is missing, write UNKNOWN.<\/textarea>\n  <div style=\"display:flex;flex-wrap:wrap;justify-content:space-between;gap:8px;margin-top:10px;color:#aebdd3;font-size:12px;line-height:1.45\"><span>Edit\u00e1vel e reutiliz\u00e1vel \u2013 revise os dados inseridos antes de executar.<\/span><span data-copy-status role=\"status\" aria-live=\"polite\">Pronto para copiar<\/span><\/div>\n<\/section>\n\n\n\n<p class=\"wp-block-paragraph\">Ambos os modelos obtiveram 22\/22: dez respostas corretas, dez cita\u00e7\u00f5es corretas e dois pontos de formata\u00e7\u00e3o. O Pro concluiu essa execu\u00e7\u00e3o em 10,396 segundos e o Flash em 21,737 segundos. O uso real da solicita\u00e7\u00e3o foi de cerca de 20,7 mil tokens. Isso o torna um teste de recupera\u00e7\u00e3o de tamanho m\u00e9dio \u00fatil, mas <em>n\u00e3o<\/em> validar a janela completa de 1 milh\u00e3o de tokens.<\/p>\n\n\n\n<figure data-dsv4-visual=\"evidence-figure\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:30px auto;padding:16px;border-radius:22px;background:#ffffff;border:1px solid #d9e1ee;border-top:5px solid #1ca078;box-shadow:0 12px 34px rgba(25,39,67,.09);box-sizing:border-box\"><div style=\"display:inline-flex;align-items:center;margin:0 0 12px;padding:6px 10px;border-radius:999px;background:#f1f5fb;color:#41526d;font-size:12px;font-weight:850;letter-spacing:.06em;text-transform:uppercase\">Teste pr\u00e1tico 2 \/ Recupera\u00e7\u00e3o<\/div><img loading=\"lazy\" decoding=\"async\" style=\"display:block;width:100%;height:auto;border-radius:16px;border:1px solid #d7deea;background:#f4f7fb\" src=\"https:\/\/static.futureshareai.com\/glb_features\/deepseek-v4-pro-hands-on-long-context.webp\" alt=\"Resultados do DeepSeek V4 Pro e do Flash em uma tarefa de recupera\u00e7\u00e3o de dossi\u00eas com 20 mil tokens\" width=\"1280\" height=\"853\"><figcaption style=\"margin:11px 3px 2px;font-size:14px;line-height:1.62;color:#59677d\">Ambos os modelos obtiveram 22\/22. O uso real da prompt foi de cerca de 20,7 mil tokens; este n\u00e3o foi um teste com contexto de 1 milh\u00e3o.<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Teste 3: um memorando rigoroso sobre a decis\u00e3o de lan\u00e7amento<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Essa tarefa combinava um resumo de 120 a 180 palavras, uma tabela com exatamente quatro linhas, riscos fixos e contagens desconhecidas, uma decis\u00e3o breve, um JSON v\u00e1lido e um c\u00e1lculo de custos para o primeiro ano com base em notas das \u00e1reas financeira, jur\u00eddica, de engenharia, de vendas, de suporte e de seguran\u00e7a.<\/p>\n\n\n\n<section data-dsv4-visual=\"prompt-card\" data-dsv4-prompt=\"launch-memo\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:24px auto 30px;padding:clamp(16px,3vw,22px);border-radius:22px;background:linear-gradient(145deg,#111d31,#182845);border:1px solid #2b4266;box-shadow:0 15px 36px rgba(16,31,54,.18);color:#eef4ff;box-sizing:border-box\">\n  <div style=\"display:flex;flex-wrap:wrap;align-items:center;justify-content:space-between;gap:12px;margin-bottom:13px\">\n    <div style=\"min-width:0\"><span style=\"display:inline-block;margin:0 0 7px;padding:5px 9px;border-radius:999px;background:#2a4167;color:#cfe0ff;font-size:11px;font-weight:850;letter-spacing:.08em;text-transform:uppercase\">Teste 3 \/ Acompanhamento de restri\u00e7\u00f5es<\/span><h4 style=\"margin:0;color:#ffffff;font-size:19px;line-height:1.35\">Elabore um memorando de lan\u00e7amento com regras aritm\u00e9ticas e de sa\u00edda rigorosas<\/h4><\/div>\n    <button type=\"button\" data-copy-prompt aria-label=\"Copie: Elabore um memorando de lan\u00e7amento com regras aritm\u00e9ticas e de sa\u00edda rigorosas\" style=\"appearance:none;border:1px solid #b8cced;border-radius:11px;padding:10px 15px;background:#f7fbff;color:#183f72;font:inherit;font-weight:850;cursor:pointer;box-shadow:0 5px 16px rgba(0,0,0,.15)\" onclick=\"(async function(button){const card=button.closest('[data-dsv4-prompt]');const box=card.querySelector('textarea');const status=card.querySelector('[data-copy-status]');const fallback=function(){box.focus();box.select();box.setSelectionRange(0,box.value.length);status.textContent='Automatic copy was blocked. Prompt selected - press Ctrl\/Cmd+C.';};try{if(!navigator.clipboard||!navigator.clipboard.writeText)throw new Error('Clipboard unavailable');let timer;await Promise.race([navigator.clipboard.writeText(box.value),new Promise(function(_,reject){timer=setTimeout(function(){reject(new Error('Clipboard timeout'));},1200);})]);clearTimeout(timer);status.textContent='Prompt copied.';}catch(error){fallback();}})(this)\"><span aria-hidden=\"true\">&#10697;<\/span> Copiar prompt<\/button>\n  <\/div>\n  <textarea aria-label=\"Elabore um memorando de lan\u00e7amento com regras aritm\u00e9ticas e de sa\u00edda rigorosas\" spellcheck=\"false\" style=\"display:block;width:100%;height:390px;min-height:150px;max-height:520px;resize:vertical;padding:15px;border:1px solid #3d5375;border-radius:14px;background:#0b1424;color:#e8f0ff;font:13px\/1.62 ui-monospace,SFMono-Regular,Consolas,'Liberation Mono',monospace;white-space:pre-wrap;overflow:auto;overflow-wrap:anywhere;box-sizing:border-box\">You are advising a launch committee. Use only the material below. Produce:\n1. `EXECUTIVE SUMMARY` of 120-180 words.\n2. `FACT TABLE` with exactly four Markdown rows after the header: First-year cost, Approved budget, Budget variance, Legal status.\n3. `RISKS` with exactly three numbered items.\n4. `UNKNOWNS` with exactly two bullet items.\n5. `RECOMMENDATION` containing exactly one of GO, NO-GO, or CONDITIONAL GO and no more than 45 words.\n6. `JSON` with a valid JSON object using exactly these keys: `decision`, `first_year_cost_usd`, `budget_variance_usd`, `legal_approved`, `blocking_unknowns`. Values must agree with the prose. Do not use code comments. Do not invent missing facts.\n\nMATERIAL\n[FIN-1] Finance approved a first-year budget ceiling of $210,000.\n[FIN-2] Vendor licence is $132,000 for year one. Implementation is a one-time $46,500. Required support is $3,200 per month for 12 months.\n[PROD-1] Product forecasts $390,000 incremental annual gross margin if all enterprise customers adopt. This forecast has not been validated by Finance.\n[ENG-1] Load testing passed at 2x forecast traffic. The disaster-recovery exercise has not been run with the new vendor.\n[LEGAL-1] Counsel approved the standard data-processing addendum, but the cross-border transfer schedule remains under review. Legal has not issued final launch approval.\n[SALES-1] Two customers signed non-binding letters of intent. No purchase order exists.\n[SUPPORT-1] Support can cover the launch only if the vendor delivers the escalation runbook at least five business days before release.\n[SEC-1] Security review found no critical vulnerabilities. One medium issue is accepted until Q4.\n\nCalculate cost and variance yourself. Treat unvalidated forecasts and non-binding letters as such. The recommendation must be consistent with the unresolved legal schedule and operational prerequisites.<\/textarea>\n  <div style=\"display:flex;flex-wrap:wrap;justify-content:space-between;gap:8px;margin-top:10px;color:#aebdd3;font-size:12px;line-height:1.45\"><span>Edit\u00e1vel e reutiliz\u00e1vel \u2013 revise os dados inseridos antes de executar.<\/span><span data-copy-status role=\"status\" aria-live=\"polite\">Pronto para copiar<\/span><\/div>\n<\/section>\n\n\n\n<p class=\"wp-block-paragraph\">Com um limite de 2.048 tokens de conclus\u00e3o, ambos os modelos utilizaram o or\u00e7amento de conclus\u00e3o dispon\u00edvel no racioc\u00ednio retornado e n\u00e3o produziram nenhuma resposta vis\u00edvel. Preservamos esses registros e, em seguida, executamos novamente o prompt inalterado com um limite de 8.192 tokens. O Pro obteve 12\/12. O Flash obteve 8\/12 porque relatou $217.100 em vez de $216.900, transportou o erro $200 para a vari\u00e2ncia, e escreveu um resumo de 94 palavras em vez das 120\u2013180 palavras exigidas.<\/p>\n\n\n\n<figure data-dsv4-visual=\"evidence-figure\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:30px auto;padding:16px;border-radius:22px;background:#ffffff;border:1px solid #d9e1ee;border-top:5px solid #7657ef;box-shadow:0 12px 34px rgba(25,39,67,.09);box-sizing:border-box\"><div style=\"display:inline-flex;align-items:center;margin:0 0 12px;padding:6px 10px;border-radius:999px;background:#f1f5fb;color:#41526d;font-size:12px;font-weight:850;letter-spacing:.06em;text-transform:uppercase\">Teste pr\u00e1tico 3 \/ Acompanhamento de restri\u00e7\u00f5es<\/div><img loading=\"lazy\" decoding=\"async\" style=\"display:block;width:100%;height:auto;border-radius:16px;border:1px solid #d7deea;background:#f4f7fb\" src=\"https:\/\/static.futureshareai.com\/glb_features\/deepseek-v4-pro-hands-on-decision-memo.webp\" alt=\"Resultados do DeepSeek V4 Pro e do Flash em um memorando de decis\u00e3o com restri\u00e7\u00f5es\" width=\"1280\" height=\"853\"><figcaption style=\"margin:11px 3px 2px;font-size:14px;line-height:1.62;color:#59677d\">O Pro obteve 12\/12 e o Flash, 8\/12, ap\u00f3s um truncamento compartilhado de 2.048 tokens e uma nova execu\u00e7\u00e3o com 8.192 tokens, mantendo o prompt inalterado.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">A li\u00e7\u00e3o \u00e9 espec\u00edfica, n\u00e3o universal: o Flash j\u00e1 se destacava nas tarefas de codifica\u00e7\u00e3o e recupera\u00e7\u00e3o, enquanto o Pro apresentava melhor desempenho na combina\u00e7\u00e3o mais complexa de restri\u00e7\u00f5es aritm\u00e9ticas, estruturais e de pol\u00edtica. Se o seu fluxo de trabalho depende de um shell de agente, nosso <a href=\"https:\/\/www.glbgpt.com\/hub\/openclaw-vs-claude-code-vs-opencode\/\">Compara\u00e7\u00e3o entre OpenClaw, Claude e OpenCode<\/a> ajuda a ajustar o modelo \u00e0 ferramenta ao redor.<\/p>\n\n\n\n<h2 id=\"official-benchmarks\" class=\"wp-block-heading\">Tests de desempenho do DeepSeek V4: o que os dados oficiais comprovam<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A fonte de refer\u00eancia mais segura \u00e9 a <a href=\"https:\/\/arxiv.org\/abs\/2606.19348\">Relat\u00f3rio t\u00e9cnico DeepSeek V4<\/a>, mas suas tabelas e gr\u00e1ficos descrevem os modelos da V4 Preview. Eles s\u00e3o \u00fateis para compreender a capacidade pretendida da arquitetura e a configura\u00e7\u00e3o de teste; n\u00e3o se trata de pontua\u00e7\u00f5es independentes referentes \u00e0 vers\u00e3o da API Pro-0813, de data espec\u00edfica.<\/p>\n\n\n\n<section data-dsv4-visual=\"benchmark-boundary\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:28px auto;padding:clamp(18px,3vw,24px);border-radius:22px;background:linear-gradient(135deg,#fff8e5,#fffdf6);border:1px solid #ead8a6;box-sizing:border-box\">\n  <div style=\"display:flex;align-items:center;gap:11px;margin-bottom:16px\"><span aria-hidden=\"true\" style=\"display:inline-grid;place-items:center;width:38px;height:38px;border-radius:12px;background:#ffe3a3;color:#7a4f00;font-size:21px;font-weight:900\">!<\/span><div><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850;color:#87621d;margin-bottom:3px\">Limite da evid\u00eancia<\/span><h3 style=\"margin:0;color:#503a12;font-size:21px\">As notas da pr\u00e9-avalia\u00e7\u00e3o n\u00e3o s\u00e3o as notas do Pro-0813<\/h3><\/div><\/div>\n  <div style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(230px,100%),1fr));gap:16px\">\n    <article style=\"min-width:0;padding:20px;border-radius:18px;background:#ffffff;border:1px solid #d7dfed;box-shadow:0 8px 24px rgba(28,47,82,.07);box-sizing:border-box;border-color:#e7d7ad\"><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850;color:#87621d\">Relat\u00f3rio oficial<\/span><div style=\"font-size:27px;font-weight:900;color:#5d420f\">Pr\u00e9via da V4<\/div><p style=\"margin:8px 0 0;color:#64583f;line-height:1.55\">Arquitetura e resultados de testes de desempenho do DeepSeek.<\/p><\/article>\n    <article style=\"min-width:0;padding:20px;border-radius:18px;background:#ffffff;border:1px solid #d7dfed;box-shadow:0 8px 24px rgba(28,47,82,.07);box-sizing:border-box;border-color:#e7d7ad\"><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850;color:#87621d\">API atual<\/span><div style=\"font-size:27px;font-weight:900;color:#5d420f\">0813 \/ 0731<\/div><p style=\"margin:8px 0 0;color:#64583f;line-height:1.55\">Vers\u00f5es de produ\u00e7\u00e3o desatualizadas listadas na documenta\u00e7\u00e3o da API.<\/p><\/article>\n    <article style=\"min-width:0;padding:20px;border-radius:18px;background:#ffffff;border:1px solid #d7dfed;box-shadow:0 8px 24px rgba(28,47,82,.07);box-sizing:border-box;border-color:#e5bf64;background:#fff7df\"><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850;color:#87621d\">N\u00e3o mesclar<\/span><div style=\"font-size:27px;font-weight:900;color:#8b5c00\">Pr\u00e9-visualiza\u00e7\u00e3o \u2260 Vers\u00e3o Pro<\/div><p style=\"margin:8px 0 0;color:#64583f;line-height:1.55\">As notas da pr\u00e9-visualiza\u00e7\u00e3o n\u00e3o podem ser reclassificadas como notas Pro-0813.<\/p><\/article>\n  <\/div>\n<\/section>\n\n\n\n<p class=\"wp-block-paragraph\">A atualiza\u00e7\u00e3o do Flash de 31 de julho tamb\u00e9m divulga os resultados dos agentes e indica o harness, as configura\u00e7\u00f5es e o suporte do Codex. Esses detalhes s\u00e3o importantes porque as tabelas de classifica\u00e7\u00e3o entre fornecedores podem variar de acordo com a estrutura de teste, o or\u00e7amento de racioc\u00ednio, as defini\u00e7\u00f5es das ferramentas e as regras de repeti\u00e7\u00e3o de tentativas. Um resultado sem indicar o respectivo harness n\u00e3o \u00e9 suficiente para declarar um vencedor incondicional.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pela mesma raz\u00e3o, nossas tr\u00eas tarefas complementam as evid\u00eancias oficiais, em vez de substitu\u00ed-las. Elas mostram o que aconteceu em um cen\u00e1rio divulgado. Se voc\u00ea estiver comparando produtos de agentes, em vez de apenas APIs de modelos, nosso <a href=\"https:\/\/www.glbgpt.com\/hub\/codex-vs-claude-code\/\">Guia comparativo entre o Codex e o c\u00f3digo Claude<\/a> explica por que o fluxo de trabalho em torno disso pode alterar a experi\u00eancia do usu\u00e1rio.<\/p>\n\n\n\n<h2 id=\"api-pricing\" class=\"wp-block-heading\">Pre\u00e7os da API DeepSeek V4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A pol\u00edtica de pre\u00e7os da API do DeepSeek \u00e9 excepcionalmente agressiva no momento do lan\u00e7amento. A tabela abaixo reproduz os valores oficiais por milh\u00e3o de tokens verificados em 13 de agosto de 2026. A p\u00e1gina oficial tamb\u00e9m alerta que os pre\u00e7os subir\u00e3o significativamente no futuro; portanto, considere esses n\u00fameros como dados desatualizados, referentes \u00e0 \u00e9poca do lan\u00e7amento.<\/p>\n\n\n\n<section data-dsv4-visual=\"pricing-card-table\" data-dsv4-table=\"api-pricing\" aria-label=\"Pre\u00e7os da API DeepSeek V4 por milh\u00e3o de tokens\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:28px auto;padding:clamp(18px,3vw,24px);border-radius:22px;background:linear-gradient(135deg,#edfbf6,#f6f8ff);border:1px solid #cfe4dc;box-sizing:border-box\">\n  <div style=\"display:flex;flex-wrap:wrap;align-items:end;justify-content:space-between;gap:10px;margin-bottom:16px\"><div><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850;color:#26755c\">Pre\u00e7os oficiais da API<\/span><h3 style=\"margin:0;font-size:22px;color:#164d3e\">Pre\u00e7o por 1 milh\u00e3o de tokens<\/h3><\/div><span style=\"padding:7px 10px;border-radius:999px;background:#dff5ed;color:#176349;font-size:12px;font-weight:850\">Verificado em 13 de agosto de 2026<\/span><\/div>\n  <div style=\"display:grid;gap:11px\"><article style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(190px,100%),1fr));gap:10px;padding:15px;border-radius:16px;background:#ffffff;border:1px solid #d8e7e2;box-sizing:border-box\"><strong style=\"align-self:center;color:#2f4850\">Entrada com acerto no cache<\/strong><div style=\"display:grid;grid-template-columns:repeat(3,minmax(0,1fr));gap:8px\"><div style=\"padding:10px;border-radius:11px;background:#eaf2ff;color:#1746a2;min-width:0\"><span style=\"display:block;font-size:10px;font-weight:850;letter-spacing:.07em;text-transform:uppercase\">Flash<\/span><strong style=\"display:block;font-size:clamp(11px,3vw,18px);letter-spacing:-.025em;white-space:nowrap\">$0.0028<\/strong><\/div><div style=\"padding:10px;border-radius:11px;background:#f0ebff;color:#4d35a7;min-width:0\"><span style=\"display:block;font-size:10px;font-weight:850;letter-spacing:.07em;text-transform:uppercase\">Pr\u00f3s<\/span><strong style=\"display:block;font-size:clamp(11px,3vw,18px);letter-spacing:-.025em;white-space:nowrap\">$0.003625<\/strong><\/div><div style=\"padding:10px;border-radius:11px;background:#eef8f4;color:#176349;min-width:0\"><span style=\"display:block;font-size:10px;font-weight:850;letter-spacing:.07em;text-transform:uppercase\">Rela\u00e7\u00e3o<\/span><strong style=\"display:block;font-size:clamp(11px,3vw,18px);letter-spacing:-.015em;white-space:nowrap\">1,29\u00d7<\/strong><\/div><\/div><\/article><article style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(190px,100%),1fr));gap:10px;padding:15px;border-radius:16px;background:#ffffff;border:1px solid #d8e7e2;box-sizing:border-box\"><strong style=\"align-self:center;color:#2f4850\">Entrada com falha de cache<\/strong><div style=\"display:grid;grid-template-columns:repeat(3,minmax(0,1fr));gap:8px\"><div style=\"padding:10px;border-radius:11px;background:#eaf2ff;color:#1746a2;min-width:0\"><span style=\"display:block;font-size:10px;font-weight:850;letter-spacing:.07em;text-transform:uppercase\">Flash<\/span><strong style=\"display:block;font-size:clamp(11px,3vw,18px);letter-spacing:-.025em;white-space:nowrap\">$0.14<\/strong><\/div><div style=\"padding:10px;border-radius:11px;background:#f0ebff;color:#4d35a7;min-width:0\"><span style=\"display:block;font-size:10px;font-weight:850;letter-spacing:.07em;text-transform:uppercase\">Pr\u00f3s<\/span><strong style=\"display:block;font-size:clamp(11px,3vw,18px);letter-spacing:-.025em;white-space:nowrap\">$0.435<\/strong><\/div><div style=\"padding:10px;border-radius:11px;background:#eef8f4;color:#176349;min-width:0\"><span style=\"display:block;font-size:10px;font-weight:850;letter-spacing:.07em;text-transform:uppercase\">Rela\u00e7\u00e3o<\/span><strong style=\"display:block;font-size:clamp(11px,3vw,18px);letter-spacing:-.015em;white-space:nowrap\">3,11\u00d7<\/strong><\/div><\/div><\/article><article style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(190px,100%),1fr));gap:10px;padding:15px;border-radius:16px;background:#ffffff;border:1px solid #d8e7e2;box-sizing:border-box\"><strong style=\"align-self:center;color:#2f4850\">Sa\u00edda<\/strong><div style=\"display:grid;grid-template-columns:repeat(3,minmax(0,1fr));gap:8px\"><div style=\"padding:10px;border-radius:11px;background:#eaf2ff;color:#1746a2;min-width:0\"><span style=\"display:block;font-size:10px;font-weight:850;letter-spacing:.07em;text-transform:uppercase\">Flash<\/span><strong style=\"display:block;font-size:clamp(11px,3vw,18px);letter-spacing:-.025em;white-space:nowrap\">$0.28<\/strong><\/div><div style=\"padding:10px;border-radius:11px;background:#f0ebff;color:#4d35a7;min-width:0\"><span style=\"display:block;font-size:10px;font-weight:850;letter-spacing:.07em;text-transform:uppercase\">Pr\u00f3s<\/span><strong style=\"display:block;font-size:clamp(11px,3vw,18px);letter-spacing:-.025em;white-space:nowrap\">$0.87<\/strong><\/div><div style=\"padding:10px;border-radius:11px;background:#eef8f4;color:#176349;min-width:0\"><span style=\"display:block;font-size:10px;font-weight:850;letter-spacing:.07em;text-transform:uppercase\">Rela\u00e7\u00e3o<\/span><strong style=\"display:block;font-size:clamp(11px,3vw,18px);letter-spacing:-.015em;white-space:nowrap\">3,11\u00d7<\/strong><\/div><\/div><\/article><\/div>\n<\/section>\n\n\n\n<p class=\"wp-block-paragraph\">Uma carga de trabalho simples, sem cache, com 10 milh\u00f5es de tokens de entrada e 2 milh\u00f5es de tokens de sa\u00edda seria de $1,96 no Flash e $6,09 no Pro, com essas taxas. Essa ilustra\u00e7\u00e3o n\u00e3o leva em conta acertos de cache, margens de lucro do provedor, novas tentativas e quaisquer altera\u00e7\u00f5es de pre\u00e7o posteriores. As equipes que estiverem comparando fornecedores devem utilizar uma \u00fanica combina\u00e7\u00e3o de tokens e uma \u00fanica base de cobran\u00e7a; nossa <a href=\"https:\/\/www.glbgpt.com\/hub\/claude-opus-4-6-api-pricing\/\">Guia de pre\u00e7os da API Claude Opus 4.6<\/a> mostra por que a entrada, a sa\u00edda e o armazenamento em cache precisam de linhas separadas.<\/p>\n\n\n\n<aside data-dsv4-visual=\"pricing-note\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:20px auto;padding:17px 19px;border-radius:16px;background:#fff8e8;border:1px solid #efd99e;border-left:6px solid #e3a21a;box-sizing:border-box\"><div style=\"display:flex;align-items:flex-start;gap:12px\"><span aria-hidden=\"true\" style=\"display:inline-grid;place-items:center;flex:0 0 30px;width:30px;height:30px;border-radius:10px;background:#ffe5a6;color:#7b5100;font-weight:900\">!<\/span><div style=\"line-height:1.65;color:#5e4d2b\"><strong style=\"color:#44340f\">Verifica\u00e7\u00e3o de pre\u00e7o:<\/strong> Atualize a p\u00e1gina oficial de pre\u00e7os imediatamente antes da publica\u00e7\u00e3o ou da elabora\u00e7\u00e3o do or\u00e7amento. O c\u00f3digo DeepSeek indica explicitamente que os pre\u00e7os atuais s\u00e3o tempor\u00e1rios.<\/div><\/div><\/aside>\n\n\n\n<h2 id=\"context-and-limits\" class=\"wp-block-heading\">O que significa a janela de contexto de 1M \u2014 e quais s\u00e3o os limites<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Uma janela de contexto de 1 milh\u00e3o de tokens \u00e9 uma capacidade, n\u00e3o uma garantia de recupera\u00e7\u00e3o perfeita em todas as posi\u00e7\u00f5es. Ela oferece \u00e0 API espa\u00e7o para reposit\u00f3rios muito grandes, cole\u00e7\u00f5es de documentos, pacotes de pesquisa ou hist\u00f3ricos de agentes. A quest\u00e3o da qualidade \u00e9 se o modelo consegue recuperar o detalhe correto depois que evid\u00eancias relevantes ficam ocultas entre centenas de milhares de tokens que distraem a aten\u00e7\u00e3o.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">O relat\u00f3rio de pr\u00e9-visualiza\u00e7\u00e3o do DeepSeek inclui um gr\u00e1fico de resolu\u00e7\u00e3o de corefer\u00eancia em m\u00faltiplas rodadas (MRCR) para um conjunto de dados que varia de 8 mil a 1 milh\u00e3o de tokens de entrada. A curva se mant\u00e9m forte em comprimentos menores, mas apresenta decl\u00ednio ap\u00f3s 128 mil. Isso \u00e9 uma evid\u00eancia normal de um problema grave relacionado ao contexto longo, e \u00e9 por isso que \u201csuporta 1 milh\u00e3o\u201d nunca deve ser interpretado como \u201csem perdas em 1 milh\u00e3o\u201d.\u201d<\/p>\n\n\n\n<figure data-dsv4-visual=\"evidence-figure\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:30px auto;padding:16px;border-radius:22px;background:#ffffff;border:1px solid #d9e1ee;border-top:5px solid #e3a21a;box-shadow:0 12px 34px rgba(25,39,67,.09);box-sizing:border-box\"><div style=\"display:inline-flex;align-items:center;margin:0 0 12px;padding:6px 10px;border-radius:999px;background:#f1f5fb;color:#41526d;font-size:12px;font-weight:850;letter-spacing:.06em;text-transform:uppercase\">Visualizar limite de refer\u00eancia<\/div><img loading=\"lazy\" decoding=\"async\" style=\"display:block;width:100%;height:auto;border-radius:16px;border:1px solid #d7deea;background:#f4f7fb\" src=\"https:\/\/static.futureshareai.com\/glb_features\/deepseek-v4-preview-mrcr-1m-context.webp\" alt=\"DeepSeek V4: An\u00e1lise preliminar do desempenho de recupera\u00e7\u00e3o do MRCR com tokens de entrada variando de 8 mil a 1 milh\u00e3o\" width=\"1280\" height=\"889\"><figcaption style=\"margin:11px 3px 2px;font-size:14px;line-height:1.62;color:#59677d\">Figura 9 do relat\u00f3rio t\u00e9cnico \u201cDeepSeek V4 Preview\u201d. Ela mostra o comportamento de recupera\u00e7\u00e3o do Preview e n\u00e3o \u00e9 um resultado independente do Pro-0813.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">A interface da API tem limita\u00e7\u00f5es espec\u00edficas. As do DeepSeek <a href=\"https:\/\/api-docs.deepseek.com\/guides\/responses_api\">Guia da API de respostas<\/a> descreve uma implementa\u00e7\u00e3o sem estado: recursos como <code>id_da_resposta_anterior<\/code>, conversas, loja e hist\u00f3rico n\u00e3o s\u00e3o suportados. Entradas de imagem e arquivo tamb\u00e9m n\u00e3o s\u00e3o suportadas; portanto, \u00e9 necess\u00e1rio extrair o texto ou construir a camada de estado fora do modelo.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">O <a href=\"https:\/\/api-docs.deepseek.com\/guides\/anthropic_api\">Tabela de API compat\u00edvel com Anthropic<\/a> da mesma forma, indica que as variantes de imagem e mensagem de documento n\u00e3o s\u00e3o compat\u00edveis. Compatibilidade, portanto, significa formatos de solicita\u00e7\u00e3o e ferramentas familiares \u2014 e n\u00e3o a correspond\u00eancia exata, recurso por recurso, com todos os modelos ou clientes Anthropic.<\/p>\n\n\n\n<figure data-dsv4-visual=\"evidence-figure\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:30px auto;padding:16px;border-radius:22px;background:#ffffff;border:1px solid #d9e1ee;border-top:5px solid #df6b57;box-shadow:0 12px 34px rgba(25,39,67,.09);box-sizing:border-box\"><div style=\"display:inline-flex;align-items:center;margin:0 0 12px;padding:6px 10px;border-radius:999px;background:#f1f5fb;color:#41526d;font-size:12px;font-weight:850;letter-spacing:.06em;text-transform:uppercase\">Limita\u00e7\u00e3o oficial da API<\/div><img loading=\"lazy\" decoding=\"async\" style=\"display:block;width:100%;height:auto;border-radius:16px;border:1px solid #d7deea;background:#f4f7fb\" src=\"https:\/\/static.futureshareai.com\/glb_features\/deepseek-v4-anthropic-input-limitations.webp\" alt=\"Tabela de compatibilidade da API DeepSeek e Anthropic, mostrando entradas de imagens e documentos n\u00e3o suportadas\" width=\"1280\" height=\"613\"><figcaption style=\"margin:11px 3px 2px;font-size:14px;line-height:1.62;color:#59677d\">A tabela oficial \u201cCampos de Mensagem\u201d classifica as variantes de conte\u00fado de imagens e documentos como \u201cN\u00e3o suportadas\u201d.<\/figcaption><\/figure>\n\n\n\n<h2 id=\"how-to-try\" class=\"wp-block-heading\">Como testar o DeepSeek V4 Pro e o Flash<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Voc\u00ea tem tr\u00eas op\u00e7\u00f5es pr\u00e1ticas. Escolha de acordo com o que voc\u00ea deseja: uma conversa r\u00e1pida, controle da API de produ\u00e7\u00e3o ou um espa\u00e7o de trabalho multimodelo.<\/p>\n\n\n\n<section data-dsv4-visual=\"access-flow\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:28px auto;padding:clamp(18px,3vw,24px);border-radius:22px;background:#eef8f4;border:1px solid #cde6dc;box-sizing:border-box\">\n  <div style=\"display:flex;flex-wrap:wrap;align-items:end;justify-content:space-between;gap:10px;margin-bottom:16px\"><div><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850;color:#26755c\">Tr\u00eas caminhos pr\u00e1ticos<\/span><h3 style=\"margin:0;color:#174f40;font-size:22px\">Escolha sua forma de acesso<\/h3><\/div><span style=\"color:#347461;font-size:13px;font-weight:800\">N\u00e3o existe uma \u00fanica rota que se adapte a todos os fluxos de trabalho<\/span><\/div>\n  <div style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(230px,100%),1fr));gap:16px\">\n    <article style=\"min-width:0;padding:20px;border-radius:18px;background:#ffffff;border:1px solid #d7dfed;box-shadow:0 8px 24px rgba(28,47,82,.07);box-sizing:border-box;border-top:5px solid #1ca078\"><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850;color:#26755c\">Rota 1<\/span><h3 style=\"margin:0 0 9px;color:#174f40\">DeepSeek Web\/Aplicativo<\/h3><p style=\"margin:0;color:#4b625c;line-height:1.62\">Ideal para testar o modelo por meio da interface de usu\u00e1rio da pr\u00f3pria DeepSeek.<\/p><\/article>\n    <article style=\"min-width:0;padding:20px;border-radius:18px;background:#ffffff;border:1px solid #d7dfed;box-shadow:0 8px 24px rgba(28,47,82,.07);box-sizing:border-box;border-top:5px solid #2864ff\"><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850;color:#174ed3\">Rota 2<\/span><h3 style=\"margin:0 0 9px;color:#1746a2\">API oficial<\/h3><p style=\"margin:0;color:#4b586f;line-height:1.62\">Ideal para faturamento por token, ferramentas, JSON, estruturas de agentes e controle de produ\u00e7\u00e3o.<\/p><\/article>\n    <article style=\"min-width:0;padding:20px;border-radius:18px;background:#ffffff;border:1px solid #d7dfed;box-shadow:0 8px 24px rgba(28,47,82,.07);box-sizing:border-box;border-top:5px solid #7657ef\"><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850;color:#5d43c5\">Rota 3<\/span><h3 style=\"margin:0 0 9px;color:#4d35a7\">GlobalGPT<\/h3><p style=\"margin:0;color:#574f6e;line-height:1.62\">Ideal para abrir arquivos do Pro ou do Flash em um ambiente de trabalho multimodelo mais abrangente, sem precisar criar um cliente primeiro.<\/p><\/article>\n  <\/div>\n<\/section>\n\n\n\n<h3 class=\"wp-block-heading\">Rota 1: chat oficial do DeepSeek<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Comece em <a href=\"https:\/\/www.deepseek.com\/\">Site oficial do DeepSeek<\/a> se voc\u00ea quiser apenas conhecer a experi\u00eancia atual do consumidor. O acesso do consumidor e o faturamento da API s\u00e3o coisas distintas; o fato de haver uma interface de chat dispon\u00edvel n\u00e3o significa que a API seja gratuita.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Caminho 2: API oficial e agentes de programa\u00e7\u00e3o<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Uso <code>deepseek-v4-pro<\/code> ou <code>deepseek-v4-flash<\/code> com as interfaces documentadas compat\u00edveis com OpenAI. Ambas oferecem suporte aos modos \u201cthinking\u201d e \u201cnon-thinking\u201d, sa\u00edda em JSON, chamadas de ferramentas, API de respostas e acesso compat\u00edvel com Anthropic. O FIM se aplica apenas no modo \u201cnon-thinking\u201d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A DeepSeek tamb\u00e9m publica um <a href=\"https:\/\/api-docs.deepseek.com\/quick_start\/agent_integrations\/codex\/\">guia oficial de integra\u00e7\u00e3o do Codex<\/a>. Se voc\u00ea estiver decidindo primeiro entre os shells de agente, compare <a href=\"https:\/\/www.glbgpt.com\/hub\/claude-code-pricing\/\">Claude: Pre\u00e7os e limites de uso do c\u00f3digo<\/a> antes de presumir que o custo do token do modelo corresponde ao valor total da conta.<\/p>\n\n\n\n<figure data-dsv4-visual=\"evidence-figure\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:30px auto;padding:16px;border-radius:22px;background:#ffffff;border:1px solid #d9e1ee;border-top:5px solid #2864ff;box-shadow:0 12px 34px rgba(25,39,67,.09);box-sizing:border-box\"><div style=\"display:inline-flex;align-items:center;margin:0 0 12px;padding:6px 10px;border-radius:999px;background:#f1f5fb;color:#41526d;font-size:12px;font-weight:850;letter-spacing:.06em;text-transform:uppercase\">Guia oficial de integra\u00e7\u00e3o<\/div><img loading=\"lazy\" decoding=\"async\" style=\"display:block;width:100%;height:auto;border-radius:16px;border:1px solid #d7deea;background:#f4f7fb\" src=\"https:\/\/static.futureshareai.com\/glb_features\/deepseek-v4-codex-official-integration.webp\" alt=\"Instru\u00e7\u00f5es oficiais de integra\u00e7\u00e3o do DeepSeek V4 para o Codex\" width=\"1271\" height=\"1280\"><figcaption style=\"margin:11px 3px 2px;font-size:14px;line-height:1.62;color:#59677d\">O guia oficial do Codex da DeepSeek utiliza a API de respostas e documenta a configura\u00e7\u00e3o do modelo V4.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Os usu\u00e1rios do c\u00f3digo Claude podem seguir a mesma l\u00f3gica de endpoint e modelo descrita em nosso guia para <a href=\"https:\/\/www.glbgpt.com\/hub\/how-to-use-claude-opus-4-6-in-claude-code-2026-configuration-guide\/\">Configurando um modelo no c\u00f3digo Claude<\/a>, ao verificar a tabela de compatibilidade em tempo real do DeepSeek para campos n\u00e3o suportados.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Rota 3: GlobalGPT<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">O GlobalGPT possui entradas espec\u00edficas para ambos os modelos. A rota de convers\u00e3o verificada \u00e9 <a href=\"https:\/\/www.glbgpt.com\/home\/deepseek-v4-pro?inviter=hub_deepseekv4_pro&amp;login=1\">DeepSeek V4 Pro no GlobalGPT<\/a>. Tamb\u00e9m existe uma p\u00e1gina de produto em Flash, mas n\u00e3o encontramos um par\u00e2metro de campanha espec\u00edfico para Flash que tenha sido confirmado; portanto, n\u00e3o vamos inventar um.<\/p>\n\n\n\n<figure data-dsv4-visual=\"evidence-figure\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:30px auto;padding:16px;border-radius:22px;background:#ffffff;border:1px solid #d9e1ee;border-top:5px solid #7657ef;box-shadow:0 12px 34px rgba(25,39,67,.09);box-sizing:border-box\"><div style=\"display:inline-flex;align-items:center;margin:0 0 12px;padding:6px 10px;border-radius:999px;background:#f1f5fb;color:#41526d;font-size:12px;font-weight:850;letter-spacing:.06em;text-transform:uppercase\">Rota de acesso ao Verified Pro<\/div><a style=\"display:block;text-decoration:none\" href=\"https:\/\/www.glbgpt.com\/home\/deepseek-v4-pro?inviter=hub_deepseekv4_pro&amp;login=1\"><img loading=\"lazy\" decoding=\"async\" style=\"display:block;width:100%;height:auto;border-radius:16px;border:1px solid #d7deea;background:#f4f7fb\" src=\"https:\/\/static.futureshareai.com\/glb_features\/globalgpt-deepseek-v4-pro-entry.webp\" alt=\"Entrada do modelo DeepSeek V4 Pro dentro do GlobalGPT\" width=\"1280\" height=\"560\"><\/a><figcaption style=\"margin:11px 3px 2px;font-size:14px;line-height:1.62;color:#59677d\">O GlobalGPT oferece uma entrada dedicada para o DeepSeek V4 Pro. Isso confirma a rota e a identidade do modelo exibido, e n\u00e3o o desempenho em testes de benchmark.<\/figcaption><\/figure>\n\n\n\n<figure data-dsv4-visual=\"evidence-figure\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:30px auto;padding:16px;border-radius:22px;background:#ffffff;border:1px solid #d9e1ee;border-top:5px solid #1ca078;box-shadow:0 12px 34px rgba(25,39,67,.09);box-sizing:border-box\"><div style=\"display:inline-flex;align-items:center;margin:0 0 12px;padding:6px 10px;border-radius:999px;background:#f1f5fb;color:#41526d;font-size:12px;font-weight:850;letter-spacing:.06em;text-transform:uppercase\">Rota de acesso Flash verificada<\/div><a style=\"display:block;text-decoration:none\" href=\"https:\/\/www.glbgpt.com\/home?inviter=hub_popup&amp;login=1\"><img loading=\"lazy\" decoding=\"async\" style=\"display:block;width:100%;height:auto;border-radius:16px;border:1px solid #d7deea;background:#f4f7fb\" src=\"https:\/\/static.futureshareai.com\/glb_features\/globalgpt-deepseek-v4-flash-entry.webp\" alt=\"Entrada do modelo DeepSeek V4 Flash dentro do GlobalGPT\" width=\"1280\" height=\"560\"><\/a><figcaption style=\"margin:11px 3px 2px;font-size:14px;line-height:1.62;color:#59677d\">O GlobalGPT tamb\u00e9m oferece uma entrada dedicada para o V4 Flash. A imagem est\u00e1 vinculada \u00e0 rota geral rastreada e verificada do GlobalGPT, pois n\u00e3o foi verificado um convidador espec\u00edfico para o Flash.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Para fluxos de trabalho de terminal, o <a href=\"https:\/\/www.glbgpt.com\/hub\/how-to-use-globalgpt-cli-in-claude-code\/\">Configura\u00e7\u00e3o do c\u00f3digo GlobalGPT CLI no Claude<\/a> explica como uma plataforma multimodelo pode se integrar a uma rotina de codifica\u00e7\u00e3o j\u00e1 existente. Ela n\u00e3o substitui as ferramentas nativas do reposit\u00f3rio; ela muda a forma como voc\u00ea acessa e compara modelos.<\/p>\n\n\n\n<h2 id=\"which-model\" class=\"wp-block-heading\">Qual modelo DeepSeek V4 voc\u00ea deve escolher?<\/h2>\n\n\n\n<section data-dsv4-visual=\"model-choice-guide\" style=\"font-family:Inter,ui-sans-serif,system-ui,-apple-system,'Segoe UI',sans-serif;color:#17223b;box-sizing:border-box;max-width:1100px;margin:28px auto;padding:clamp(18px,3vw,24px);border-radius:22px;background:linear-gradient(135deg,#f1f6ff,#f8f3ff);border:1px solid #d5dcf1;box-sizing:border-box\">\n  <div style=\"display:flex;flex-wrap:wrap;align-items:end;justify-content:space-between;gap:10px;margin-bottom:16px\"><div><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850;color:#5d43c5\">Guia de decis\u00e3o<\/span><h3 style=\"margin:0;color:#2f2460;font-size:22px\">Ajustar o modelo ao custo da falha<\/h3><\/div><\/div>\n  <div style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(230px,100%),1fr));gap:16px\">\n    <article style=\"min-width:0;padding:20px;border-radius:18px;background:#ffffff;border:1px solid #d7dfed;box-shadow:0 8px 24px rgba(28,47,82,.07);box-sizing:border-box;border-top:5px solid #2864ff\"><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850;color:#174ed3\">Melhor padr\u00e3o<\/span><h3 style=\"margin:0 0 9px;color:#1746a2\">Flash<\/h3><p style=\"margin:0;color:#4b586f;line-height:1.62\">Escolha-o para bate-papos de alto volume, extra\u00e7\u00e3o de dados, c\u00f3digo de rotina, recupera\u00e7\u00e3o de informa\u00e7\u00f5es e agentes com valida\u00e7\u00e3o rigorosa. Ele foi aprovado com perfei\u00e7\u00e3o em duas das nossas tr\u00eas tarefas, pelo menor pre\u00e7o oficial.<\/p><\/article>\n    <article style=\"min-width:0;padding:20px;border-radius:18px;background:#ffffff;border:1px solid #d7dfed;box-shadow:0 8px 24px rgba(28,47,82,.07);box-sizing:border-box;border-top:5px solid #7657ef\"><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850;color:#5d43c5\">Maior garantia<\/span><h3 style=\"margin:0 0 9px;color:#4d35a7\">Pr\u00f3s<\/h3><p style=\"margin:0;color:#574f6e;line-height:1.62\">Opte por ele quando aritm\u00e9tica rigorosa, formata\u00e7\u00e3o, pol\u00edticas e racioc\u00ednio em m\u00faltiplos dom\u00ednios se unirem em um \u00fanico resultado final. Foi o \u00fanico modelo a obter nota 12\/12 em nosso memorando.<\/p><\/article>\n    <article style=\"min-width:0;padding:20px;border-radius:18px;background:#ffffff;border:1px solid #d7dfed;box-shadow:0 8px 24px rgba(28,47,82,.07);box-sizing:border-box;border-top:5px solid #1ca078\"><span style=\"display:inline-block;margin:0 0 10px;font-size:12px;line-height:1.2;text-transform:uppercase;letter-spacing:.08em;color:#66758c;font-weight:850;color:#26755c\">O teste mais f\u00e1cil<\/span><h3 style=\"margin:0 0 9px;color:#174f40\">GlobalGPT<\/h3><p style=\"margin:0;color:#4b625c;line-height:1.62\">Escolha a rota da plataforma quando quiser testar o modelo ou comparar alternativas sem precisar, primeiro, escrever um cliente de API.<\/p><\/article>\n  <\/div>\n<\/section>\n\n\n\n<p class=\"wp-block-paragraph\">Para muitas equipes, o Flash \u00e9 a melhor op\u00e7\u00e3o para a primeira implanta\u00e7\u00e3o: \u00e9 muito mais barato, suporta os mesmos limites de contexto e sa\u00edda especificados e lidou com nossos testes de codifica\u00e7\u00e3o e de recupera\u00e7\u00e3o de 20,7 mil sem qualquer perda de qualidade. Adicione verifica\u00e7\u00f5es determin\u00edsticas para n\u00fameros, esquema e se\u00e7\u00f5es obrigat\u00f3rias.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mude para a vers\u00e3o Pro quando o tempo gasto com revis\u00f5es ou o custo de erros superar a economia gerada pelo uso de tokens. A diferen\u00e7a de pre\u00e7o \u00e9 real, mas tamb\u00e9m o \u00e9 o valor de acertar, logo na primeira tentativa, um memorando detalhado sobre conformidade ou lan\u00e7amento. Se sua lista de finalistas incluir outros assistentes, o mais abrangente <a href=\"https:\/\/www.glbgpt.com\/hub\/deepseek-vs-chatgpt\/\">Guia de escolha entre DeepSeek e ChatGPT<\/a> pode ajudar a distinguir a qualidade do modelo do ecossistema do produto.<\/p>\n\n\n\n<h2 id=\"final-verdict\" class=\"wp-block-heading\">Veredicto final<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>O DeepSeek V4 Flash \u00e9 a melhor op\u00e7\u00e3o em termos de custo-benef\u00edcio; o DeepSeek V4 Pro \u00e9 a atualiza\u00e7\u00e3o que oferece mais garantia.<\/strong> Ambos os modelos demonstraram ser genuinamente capazes em nossos testes, e nenhum deles precisa de um truque do tipo \u201c1 milh\u00e3o de tokens\u201d para ser \u00fatil. O Flash se equiparou ao Pro em codifica\u00e7\u00e3o ag\u00eanica e recupera\u00e7\u00e3o de texto de comprimento m\u00e9dio. O Pro se destacou quando a tarefa combinou aritm\u00e9tica, status jur\u00eddico, estrutura exata, consist\u00eancia de JSON e uma regra r\u00edgida de contagem de palavras.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Os principais motivos para se ter cuidado n\u00e3o s\u00e3o segredo: os pre\u00e7os atuais indicam que haver\u00e1 aumento, a janela de 1M n\u00e3o garante recupera\u00e7\u00e3o sem perdas, a importa\u00e7\u00e3o de imagens e documentos continua sem suporte nas camadas de compatibilidade documentadas e os gr\u00e1ficos de benchmark do Preview n\u00e3o correspondem \u00e0s tabelas de benchmark do Pro-0813.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Comece com o Flash para trabalhos validados e de grande volume. Opte pela vers\u00e3o Pro quando os erros custarem mais caro do que os tokens. E se voc\u00ea quiser comparar a experi\u00eancia antes de integrar uma API, <a href=\"https:\/\/www.glbgpt.com\/home\/deepseek-v4-pro?inviter=hub_deepseekv4_pro&amp;login=1\">Experimente o DeepSeek V4 Pro no GlobalGPT<\/a>.<\/p>\n\n\n\n<h2 id=\"faq\" class=\"wp-block-heading\">Perguntas frequentes sobre o DeepSeek V4<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">O DeepSeek V4 j\u00e1 foi lan\u00e7ado oficialmente?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Sim. Em 13 de agosto de 2026, a documenta\u00e7\u00e3o oficial da API do DeepSeek listava o DeepSeek-V4-Pro-0813 e o DeepSeek-V4-Flash-0731 como as vers\u00f5es V4 atuais.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Qual \u00e9 a diferen\u00e7a entre o DeepSeek V4 Pro e o V4 Flash?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Ambos apresentam contexto de 1M e sa\u00edda m\u00e1xima de 384K. O Flash \u00e9 mais barato e tem um limite m\u00e1ximo de simultaneidade mais alto; o Pro \u00e9 o plano de maior qualidade e apresentou melhor desempenho em nosso teste rigoroso com m\u00faltiplas restri\u00e7\u00f5es.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Quanto custa a API DeepSeek V4?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Em 13 de agosto de 2026, o Flash custava $0,0028 de entrada com acerto de cache, $0,14 de entrada com falha de cache e $0,28 de sa\u00edda por milh\u00e3o de tokens. O Pro custou $0,003625, $0,435 e $0,87. O DeepSeek alerta que os pre\u00e7os v\u00e3o subir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">O DeepSeek V4 realmente suporta uma janela de contexto de 1 milh\u00e3o de tokens?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Sim, ambas as vers\u00f5es atuais indicam uma janela de contexto de 1 milh\u00e3o de tokens. Trata-se de um limite de capacidade, n\u00e3o de uma garantia de recupera\u00e7\u00e3o perfeita: o relat\u00f3rio de pr\u00e9-visualiza\u00e7\u00e3o do DeepSeek mostra que o desempenho do MRCR diminui em comprimentos extremos.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Posso usar o DeepSeek V4 com o Codex ou o Claude Code?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Sim. O DeepSeek documenta uma configura\u00e7\u00e3o do Codex por meio de sua API de respostas e oferece uma interface compat\u00edvel com o Anthropic para ferramentas como o Claude Code, embora nem todos os campos ou recursos do Anthropic sejam suportados.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">O DeepSeek V4 \u00e9 de c\u00f3digo aberto ou de peso aberto?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A DeepSeek divulga os pesos oficiais da V4 e indica uma licen\u00e7a MIT no cart\u00e3o do modelo Pro. A execu\u00e7\u00e3o completa do modelo Pro localmente ainda exige uma infraestrutura robusta de armazenamento, mem\u00f3ria e infer\u00eancia.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Posso usar o DeepSeek V4 de gra\u00e7a?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">O DeepSeek pode oferecer acesso ao chat para consumidores, mas sua API oficial \u00e9 cobrada por tokens. O acesso a qualquer plataforma de terceiros depende do plano atual dessa plataforma; portanto, n\u00e3o confunda o acesso pela web com os pre\u00e7os da API.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Posso usar o DeepSeek V4 no GlobalGPT?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Sim. O GlobalGPT possui entradas dedicadas para o DeepSeek V4 Pro e para o Flash. A rota Pro rastreada e verificada abre o modelo diretamente, enquanto a rota geral rastreada do GlobalGPT pode ser usada quando um link de campanha espec\u00edfico para o Flash n\u00e3o estiver dispon\u00edvel.<\/p>\n\n\n\n<script type=\"application\/ld+json\">{\n    \"@context\": \"https:\\\/\\\/schema.org\",\n    \"@type\": \"FAQPage\",\n    \"mainEntity\": [\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Is DeepSeek V4 officially released?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Yes. On August 13, 2026, DeepSeek\\u2019s official API documentation listed DeepSeek-V4-Pro-0813 and DeepSeek-V4-Flash-0731 as the current V4 versions.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"What is the difference between DeepSeek V4 Pro and V4 Flash?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Both list 1M context and 384K maximum output. Flash is cheaper and has a higher concurrency ceiling; Pro is the higher-quality tier and performed better on our strict multi-constraint memo.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"How much does the DeepSeek V4 API cost?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"On August 13, 2026, Flash cost $0.0028 cache-hit input, $0.14 cache-miss input, and $0.28 output per million tokens. Pro cost $0.003625, $0.435, and $0.87. DeepSeek warns that prices will rise.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Does DeepSeek V4 really support a 1M-token context window?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Yes, both current versions list a 1M-token context window. That is a capacity limit, not a guarantee of perfect retrieval: DeepSeek\\u2019s Preview report shows MRCR performance declining at extreme lengths.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Can I use DeepSeek V4 with Codex or Claude Code?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Yes. DeepSeek documents a Codex setup through its Responses API and offers an Anthropic-compatible interface for tools such as Claude Code, although not every Anthropic field or feature is supported.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Is DeepSeek V4 open source or open weight?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"DeepSeek publishes official V4 weights and lists an MIT license on the Pro model card. Running the full Pro model locally still requires serious storage, memory, and inference infrastructure.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Can I use DeepSeek V4 for free?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"DeepSeek may provide consumer chat access, but its official API is billed by tokens. Any third-party platform access depends on that platform\\u2019s current plan, so do not treat web access and API pricing as the same thing.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Can I use DeepSeek V4 on GlobalGPT?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Yes. GlobalGPT has dedicated DeepSeek V4 Pro and Flash entries. The verified tracked Pro route opens the model directly, while the general tracked GlobalGPT route can be used when a Flash-specific campaign link is unavailable.\"\n            }\n        }\n    ]\n}<\/script>\n\n\n\n<script type=\"application\/ld+json\">{\n    \"@context\": \"https:\\\/\\\/schema.org\",\n    \"@type\": \"Article\",\n    \"headline\": \"DeepSeek V4 Pro Review: What Changed, Benchmarks, Pricing, and How to Try It\",\n    \"description\": \"A hands-on DeepSeek V4 Pro review covering Pro vs Flash tests, official API pricing, 1M context limits, benchmarks, and access routes.\",\n    \"image\": [\n        \"https:\\\/\\\/static.futureshareai.com\\\/glb_features\\\/deepseek-v4-pro-review-hero.webp\"\n    ],\n    \"datePublished\": \"2026-08-13\",\n    \"dateModified\": \"2026-08-13\",\n    \"author\": {\n        \"@type\": \"Organization\",\n        \"name\": \"GlobalGPT Hub\"\n    },\n    \"publisher\": {\n        \"@type\": \"Organization\",\n        \"name\": \"GlobalGPT\"\n    },\n    \"mainEntityOfPage\": {\n        \"@type\": \"WebPage\",\n        \"@id\": \"https:\\\/\\\/www.glbgpt.com\\\/hub\\\/deepseek-v4-pro-review\\\/\"\n    }\n}<\/script>","protected":false},"excerpt":{"rendered":"<p>Updated August 13, 2026 &#8226; Independent hands-on review Quick answer: DeepSeek V4 is officially available as DeepSeek-V4-Pro-0813 and DeepSeek-V4-Flash-0731. Both list a 1M-token context window and 384K maximum output. Flash is the low-cost, high-concurrency choice; Pro costs more but was more reliable on our strictest multi-constraint task. Pro-0813 Flash-0731 1M context 384K max output Thinking [&hellip;]<\/p>","protected":false},"author":16,"featured_media":18029,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_seopress_robots_primary_cat":"","_seopress_titles_title":"DeepSeek V4 Pro Review: Tests, Pricing & How to Try It","_seopress_titles_desc":"DeepSeek V4 Pro or Flash? See our coding, long-context, and decision tests, compare current API prices, understand the limits, and choose the right model.","_seopress_robots_index":"","footnotes":""},"categories":[7],"tags":[],"class_list":["post-18023","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-chat"],"_links":{"self":[{"href":"https:\/\/wp.glbgpt.com\/pt-br\/wp-json\/wp\/v2\/posts\/18023","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.glbgpt.com\/pt-br\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp.glbgpt.com\/pt-br\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp.glbgpt.com\/pt-br\/wp-json\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.glbgpt.com\/pt-br\/wp-json\/wp\/v2\/comments?post=18023"}],"version-history":[{"count":5,"href":"https:\/\/wp.glbgpt.com\/pt-br\/wp-json\/wp\/v2\/posts\/18023\/revisions"}],"predecessor-version":[{"id":18028,"href":"https:\/\/wp.glbgpt.com\/pt-br\/wp-json\/wp\/v2\/posts\/18023\/revisions\/18028"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wp.glbgpt.com\/pt-br\/wp-json\/wp\/v2\/media\/18029"}],"wp:attachment":[{"href":"https:\/\/wp.glbgpt.com\/pt-br\/wp-json\/wp\/v2\/media?parent=18023"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.glbgpt.com\/pt-br\/wp-json\/wp\/v2\/categories?post=18023"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.glbgpt.com\/pt-br\/wp-json\/wp\/v2\/tags?post=18023"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}