{"id":16741,"date":"2026-07-22T05:36:20","date_gmt":"2026-07-22T09:36:20","guid":{"rendered":"https:\/\/wp.glbgpt.com\/?p=16741"},"modified":"2026-10-15T08:16:25","modified_gmt":"2026-10-15T12:16:25","slug":"gemini-3-6-flash-x-gemini-3-1-pro","status":"publish","type":"post","link":"https:\/\/wp.glbgpt.com\/pt-br\/hub\/gemini-3-6-flash-x-gemini-3-1-pro","title":{"rendered":"Gemini 3.6 Flash x Gemini 3.1 Pro: Pre\u00e7o, benchmark e 6 testes com o mesmo prompt"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Escolha o Gemini 3.6 Flash para tarefas rotineiras de menor custo: ele venceu quatro das seis tarefas com o mesmo prompt realizadas em julho, listadas abaixo, enquanto o Gemini 3.1 Pro venceu nas categorias de s\u00edntese de pesquisa e an\u00e1lise de capturas de tela. <a href=\"https:\/\/ai.google.dev\/gemini-api\/docs\/pricing#gemini-3.6-flash\">As taxas atuais da API Padr\u00e3o do Flash s\u00e3o de $0,75\/M para entrada e $3,75\/M para sa\u00edda at\u00e9 31 de dezembro de 2026<\/a>; 3.8 O Flash agora \u00e9 a vers\u00e3o mais recente, portanto, esses resultados da vers\u00e3o 3.6 n\u00e3o devem ser interpretados como um teste da vers\u00e3o 3.8.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Gemini 3,6 Flash<\/strong> N\u00e3o foi recebido com discri\u00e7\u00e3o. O Google o lan\u00e7ou como uma vers\u00e3o mais r\u00e1pida e eficiente do Flash, mas muitas pessoas tiveram a mesma rea\u00e7\u00e3o: espere a\u00ed, cad\u00ea a vers\u00e3o Pro?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Isso torna a compara\u00e7\u00e3o mais interessante do que uma ficha t\u00e9cnica comum. <strong>Gemini 3,6 Flash <\/strong>deveria ser mais barato, mais r\u00e1pido e mais eficiente para programa\u00e7\u00e3o, agentes e tarefas multimodais do dia a dia. <strong>Gemini 3.1 Pro,<\/strong> Por outro lado, ainda ostenta o r\u00f3tulo \u201cPro\u201d e est\u00e1 voltado para racioc\u00ednios mais complexos e tarefas mais dif\u00edceis.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ent\u00e3o, n\u00f3s os testamos da \u00fanica maneira que realmente importa: <strong>mesma tarefa, mesma instru\u00e7\u00e3o, mesma entrada, mesmas regras de pontua\u00e7\u00e3o.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nesta an\u00e1lise, comparamos o Gemini 3.6 Flash e o Gemini 3.1 Pro em tarefas reais: r<strong>s\u00edntese de pesquisas, corre\u00e7\u00e3o de codifica\u00e7\u00e3o, resumo de textos com contexto extenso, racioc\u00ednio com dados, an\u00e1lise de capturas de tela e reda\u00e7\u00e3o para SEO. <\/strong>Em cada rodada, a quest\u00e3o principal \u00e9 simples: qual resultado seria mais f\u00e1cil de confiar, editar e reutilizar?<\/p>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<div aria-label=\"Compara\u00e7\u00e3o r\u00e1pida\" class=\"stat-grid\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(100%,220px),1fr));gap:14px;margin:20px 0\">\n<div class=\"stat-card\" style=\"padding:16px;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff\">\n<span class=\"stat-label\" style=\"display:block;color:#5c667a;font-size:13px;font-weight:700;text-transform:uppercase\">Status da API<\/span>\n<span class=\"stat-value\" style=\"display:block;margin:5px 0 2px;font-size:26px;font-weight:700\">Vers\u00e3o est\u00e1vel x Vers\u00e3o pr\u00e9via<\/span>\n<p class=\"stat-note\" style=\"margin:0;color:#5c667a;font-size:14px\">O Gemini 3.6 Flash est\u00e1 classificado como \u201cEst\u00e1vel\u201d; o Gemini 3.1 Pro usa a classifica\u00e7\u00e3o \u201cAPI de pr\u00e9-visualiza\u00e7\u00e3o\u201d.<\/p>\n<\/div>\n<div class=\"stat-card\" style=\"padding:16px;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff\">\n<span class=\"stat-label\" style=\"display:block;color:#5c667a;font-size:13px;font-weight:700;text-transform:uppercase\">Pre\u00e7o oficial de sa\u00edda<\/span>\n<span class=\"stat-value\" style=\"display:block;margin:5px 0 2px;font-size:26px;font-weight:700\">$3,75 vs $12+<\/span>\n<p class=\"stat-note\" style=\"margin:0;color:#5c667a;font-size:14px\">Por 1 milh\u00e3o de tokens gerados, com base na tabela de pre\u00e7os padr\u00e3o da API paga, antes dos planos Pro com prompts longos.<\/p>\n<\/div>\n<div class=\"stat-card\" style=\"padding:16px;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff\">\n<span class=\"stat-label\" style=\"display:block;color:#5c667a;font-size:13px;font-weight:700;text-transform:uppercase\">Nossa execu\u00e7\u00e3o com o mesmo prompt<\/span>\n<span class=\"stat-value\" style=\"display:block;margin:5px 0 2px;font-size:26px;font-weight:700\">4 vit\u00f3rias contra 2<\/span>\n<p class=\"stat-note\" style=\"margin:0;color:#5c667a;font-size:14px\">O Flash venceu quatro avalia\u00e7\u00f5es editoriais no n\u00edvel das tarefas; o Pro venceu nas categorias de s\u00edntese de pesquisa e an\u00e1lise de capturas de tela.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Se voc\u00ea quiser comparar modelos sem abrir um monte de abas separadas, comece pela <a href=\"https:\/\/www.glbgpt.com\/home?inviter=hub_popup&amp;login=1\">Centro de modelos GLBGPT<\/a> e executar a mesma solicita\u00e7\u00e3o em v\u00e1rios modelos de IA antes de confiar em qualquer alega\u00e7\u00e3o de lan\u00e7amento. Isso \u00e9 importante para esse tipo de an\u00e1lise, pois a \u00fanica maneira honesta de comparar modelos \u00e9 submet\u00ea-los ao mesmo trabalho e analisar os resultados.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><a href=\"https:\/\/www.glbgpt.com\/home\/gemini-3-1-pro\"><img fetchpriority=\"high\" decoding=\"async\" width=\"905\" height=\"423\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/02\/image-137.png\" alt=\"gemini 3 pro no globalgpt\" class=\"wp-image-10791\" srcset=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/02\/image-137.png 905w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/02\/image-137-300x140.png 300w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/02\/image-137-768x359.png 768w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/02\/image-137-18x8.png 18w\" sizes=\"(max-width: 905px) 100vw, 905px\" \/><\/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 has-medium-font-size has-custom-font-size wp-element-button\" href=\"https:\/\/www.glbgpt.com\/home\/gemini-3-1-pro\" style=\"line-height:1\"><strong>Experimente o Gemini 3.1 Pro agora &gt;<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<nav aria-label=\"\u00cdndice\" class=\"toc\" style=\"margin:26px 0;padding:18px 20px;border:1px solid #dfe7f2;border-radius:8px;background:#f7fafc\">\n<strong>\u00cdndice<\/strong>\n<ul>\n<li><a href=\"#quick-answer\" style=\"color:#1d5fd0;text-decoration:underline;text-underline-offset:3px\">Gemini 3.6 Flash x Gemini 3.1 Pro \u2013 Resposta r\u00e1pida<\/a><\/li>\n<li><a href=\"#official-release\" style=\"color:#1d5fd0;text-decoration:underline;text-underline-offset:3px\">Gemini 3.6 Flash x Gemini 3.1 Pro \u2013 Especifica\u00e7\u00f5es oficiais<\/a><\/li>\n<li><a href=\"#price-comparison\" style=\"color:#1d5fd0;text-decoration:underline;text-underline-offset:3px\">Compara\u00e7\u00e3o de pre\u00e7os entre o Gemini 3.6 Flash e o Gemini 3.1 Pro<\/a><\/li>\n<li><a href=\"#benchmarks\" style=\"color:#1d5fd0;text-decoration:underline;text-underline-offset:3px\">Comparativo de desempenho entre o Gemini 3.6 Flash e o Gemini 3.1 Pro<\/a><\/li>\n<li><a href=\"#test-method\" style=\"color:#1d5fd0;text-decoration:underline;text-underline-offset:3px\">Como testamos o Gemini 3.6 Flash em compara\u00e7\u00e3o com o Gemini 3.1 Pro<\/a><\/li>\n<li><a href=\"#same-prompt-tests\" style=\"color:#1d5fd0;text-decoration:underline;text-underline-offset:3px\">Gemini 3.6 Flash vs Gemini 3.1 Pro: Resultados com o mesmo prompt<\/a><\/li>\n<li><a href=\"#faq\" style=\"color:#1d5fd0;text-decoration:underline;text-underline-offset:3px\">Perguntas frequentes sobre o Gemini 3.6 Flash vs Gemini 3.1 Pro<\/a><\/li>\n<li><a href=\"#final-verdict\" style=\"color:#1d5fd0;text-decoration:underline;text-underline-offset:3px\">Gemini 3.6 Flash x Gemini 3.1 Pro: Veredicto final<\/a><\/li>\n<\/ul>\n<\/nav>\n\n\n\n<h2 id=\"quick-answer\" class=\"wp-block-heading\">Gemini 3.6 Flash x Gemini 3.1 Pro \u2013 Resposta r\u00e1pida<\/h2>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<div class=\"quick-box\" style=\"margin:22px 0;padding:18px 20px;border:1px solid #dfe7f2;border-left:5px solid #0f8b8d;border-radius:8px;background:#f2fbfa\">\n<p><strong>Em nosso teste de API com o mesmo prompt, o Gemini 3.6 Flash foi o modelo mais eficaz em termos pr\u00e1ticos:<\/strong> ele venceu quatro das seis avalia\u00e7\u00f5es editoriais em n\u00edvel de tarefa e produziu rascunhos iniciais mais bem elaborados em v\u00e1rias tarefas pr\u00e1ticas.<\/p>\n<p>O Gemini 3.1 Pro Preview gerou recomenda\u00e7\u00f5es de pesquisa no estilo SEO mais adequadas para publica\u00e7\u00e3o e uma auditoria de capturas de tela mais detalhada. O Flash lidou de forma mais eficaz com as tarefas de codifica\u00e7\u00e3o, contexto extenso, racioc\u00ednio baseado em dados e edi\u00e7\u00e3o de SEO.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<div aria-label=\"Resumo da compara\u00e7\u00e3o atual\" class=\"card-grid\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(100%,220px),1fr));gap:14px;margin:20px 0\">\n<div class=\"compare-card\" style=\"padding:16px;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff\">\n<span class=\"card-label\" style=\"display:block;color:#5c667a;font-size:13px;font-weight:700;text-transform:uppercase\">Para onde o Flash 3.6 est\u00e1 indo agora<\/span>\n<strong>Utilidade do primeiro rascunho<\/strong>\n<p>O Flash apresentou melhores resultados em programa\u00e7\u00e3o, resumo de textos longos, racioc\u00ednio com dados e edi\u00e7\u00e3o para SEO, ao mesmo tempo em que manteve o primeiro rascunho mais f\u00e1cil de reutilizar.<\/p>\n<\/div>\n<div class=\"compare-card\" style=\"padding:16px;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff\">\n<span class=\"card-label\" style=\"display:block;color:#5c667a;font-size:13px;font-weight:700;text-transform:uppercase\">Em que aspectos o 3.1 Pro ainda pode se destacar<\/span>\n<strong>Racioc\u00ednio claro e uma cr\u00edtica mais aprofundada \u00e0 interface do usu\u00e1rio<\/strong>\n<p>O Pro apresentou a recomenda\u00e7\u00e3o de pesquisa mais adequada para publica\u00e7\u00e3o e a an\u00e1lise de capturas de tela mais detalhada, especialmente quando a resposta exigia uma cr\u00edtica mais aprofundada.<\/p>\n<\/div>\n<div class=\"compare-card\" style=\"padding:16px;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff\">\n<span class=\"card-label\" style=\"display:block;color:#5c667a;font-size:13px;font-weight:700;text-transform:uppercase\">O que ainda n\u00e3o est\u00e1 definido<\/span>\n<strong>Cargas de trabalho mais longas e de maior risco<\/strong>\n<p>Essa execu\u00e7\u00e3o utilizou seis tarefas API controladas. Isso n\u00e3o significa que todas as cargas de trabalho de produ\u00e7\u00e3o, rotas de provedores ou camadas de contexto longo se comportem da mesma maneira.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 id=\"official-release\" class=\"wp-block-heading\">Gemini 3.6 Flash x Gemini 3.1 Pro \u2013 Especifica\u00e7\u00f5es oficiais<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">O Google anunciou&nbsp;<a href=\"https:\/\/blog.google\/innovation-and-ai\/models-and-research\/gemini-models\/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber\/\">Gemini 3.6 Flash em 21 de julho de 2026<\/a>, juntamente com o Gemini 3.5 Flash-Lite e o Gemini 3.5 Flash Cyber. Nessa publica\u00e7\u00e3o de lan\u00e7amento, o Google apresenta o 3.6 Flash como um modelo de Flash mais eficiente para programa\u00e7\u00e3o, trabalho intelectual, desempenho multimodal e fluxos de trabalho aut\u00f4nomos. Se o modelo de custo mais baixo do mesmo lan\u00e7amento tamb\u00e9m estiver na sua lista de op\u00e7\u00f5es, nosso&nbsp;<a href=\"https:\/\/www.glbgpt.com\/hub\/gemini-3-5-flash-lite-review\/\">An\u00e1lise do Gemini 3.5 Flash-Lite<\/a>&nbsp;aborda esse assunto separadamente.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A p\u00e1gina oficial do modelo na API Gemini indica o c\u00f3digo do modelo como&nbsp;<code>gemini-3.6-flash<\/code>. Ele est\u00e1 classificado como \u201cEst\u00e1vel\u201d, suporta entrada de texto, imagem, v\u00eddeo, \u00e1udio e PDF, e retorna uma sa\u00edda em texto. Os limites de tokens indicados s\u00e3o 1.048.576 tokens de entrada e 65.536 tokens de sa\u00edda. Para uma avalia\u00e7\u00e3o apenas do modelo, al\u00e9m deste teste comparativo, leia nosso artigo completo&nbsp;<a href=\"https:\/\/www.glbgpt.com\/hub\/gemini-3-6-flash-review\/\">Gemini 3.6 Resenha r\u00e1pida<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">O Gemini 3.1 Pro \u00e9 um modelo diferente. O Google anunciou&nbsp;<a href=\"https:\/\/blog.google\/innovation-and-ai\/models-and-research\/gemini-models\/gemini-3-1-pro\/\">Gemini 3.1 Pro em 19 de fevereiro de 2026<\/a>, voltando-se para tarefas complexas e racioc\u00ednio avan\u00e7ado. O Google informou que o modelo est\u00e1 sendo lan\u00e7ado em vers\u00e3o pr\u00e9via para validar as atualiza\u00e7\u00f5es antes do lan\u00e7amento geral.<\/p>\n\n\n\n<figure class=\"size-large\"><img decoding=\"async\" alt=\"P\u00e1gina oficial do Google sobre o lan\u00e7amento do Gemini 3.6 Flash, indicando a data de lan\u00e7amento em 21 de julho de 2026.\" class=\"wp-image-16778\" height=\"460\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/google-gemini-36-flash-release-1-1024x460.jpg\" style=\"max-width:100%;height:auto;display:block\" width=\"1024\" srcset=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/google-gemini-36-flash-release-1-1024x460.jpg 1024w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/google-gemini-36-flash-release-1-300x135.jpg 300w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/google-gemini-36-flash-release-1-768x345.jpg 768w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/google-gemini-36-flash-release-1-18x8.jpg 18w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/google-gemini-36-flash-release-1.jpg 1265w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Gemini 3.6 An\u00fancio em flash, capturado em 22 de julho de 2026.<\/figcaption><\/figure>\n\n\n\n<figure class=\"size-large\"><img decoding=\"async\" alt=\"P\u00e1gina oficial do Google sobre o lan\u00e7amento do Gemini 3.1 Pro, exibindo o an\u00fancio de 19 de fevereiro de 2026.\" class=\"wp-image-16779\" height=\"460\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/google-gemini-31-pro-release-1-1024x460.jpg\" style=\"max-width:100%;height:auto;display:block\" width=\"1024\" srcset=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/google-gemini-31-pro-release-1-1024x460.jpg 1024w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/google-gemini-31-pro-release-1-300x135.jpg 300w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/google-gemini-31-pro-release-1-768x345.jpg 768w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/google-gemini-31-pro-release-1-18x8.jpg 18w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/google-gemini-31-pro-release-1.jpg 1265w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">An\u00fancio do Gemini 3.1 Pro, gravado em 22 de julho de 2026.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Para compara\u00e7\u00f5es de APIs, o nome exato \u00e9 importante. A p\u00e1gina oficial do modelo utiliza <a href=\"https:\/\/ai.google.dev\/gemini-api\/docs\/models\/gemini-3.1-pro-preview\"><code>gemini-3.1-pro-preview<\/code><\/a>, e n\u00e3o uma vers\u00e3o Pro est\u00e1vel. Ela apresenta os mesmos limites de tokens de entrada e sa\u00edda indicados para o Gemini 3.6 Flash: 1.048.576 tokens de entrada e 65.536 tokens de sa\u00edda. Para experimentar a vers\u00e3o Pro ap\u00f3s ler as especifica\u00e7\u00f5es, abra o <a href=\"https:\/\/www.glbgpt.com\/home\/gemini-3-1-pro?inviter=hub_content_gemini31pro&amp;login=1\">P\u00e1gina do modelo Gemini 3.1 Pro<\/a> e execute um dos comandos apresentados neste artigo.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Se voc\u00ea precisar de um guia passo a passo para a configura\u00e7\u00e3o, em vez de notas sobre o c\u00f3digo-fonte do modelo, o <a href=\"https:\/\/www.glbgpt.com\/hub\/how-to-use-gemini-3-1-pro-in-2026-from-basic-chat-to-api-integration\/\">Guia de uso do Gemini 3.1 Pro<\/a> \u00e9 o pr\u00f3ximo passo mais simples antes de voc\u00ea come\u00e7ar a testar as instru\u00e7\u00f5es.<\/p>\n\n\n\n<figure class=\"size-large\"><img loading=\"lazy\" decoding=\"async\" alt=\"P\u00e1gina do modelo Gemini na API, mostrando o gemini-3.6-flash como um modelo est\u00e1vel com uma janela de contexto de entrada de 1M.\" class=\"wp-image-16790\" height=\"460\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/ai-dev-gemini-36-flash-model-specs-1-1024x460.jpg\" style=\"max-width:100%;height:auto;display:block\" width=\"1024\" srcset=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/ai-dev-gemini-36-flash-model-specs-1-1024x460.jpg 1024w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/ai-dev-gemini-36-flash-model-specs-1-300x135.jpg 300w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/ai-dev-gemini-36-flash-model-specs-1-768x345.jpg 768w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/ai-dev-gemini-36-flash-model-specs-1-18x8.jpg 18w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/ai-dev-gemini-36-flash-model-specs-1.jpg 1265w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><code>gemini-3.6-flash<\/code> est\u00e1 classificado como \u201cEst\u00e1vel\u201d, com uma janela de entrada de 1 milh\u00e3o de tokens.<\/figcaption><\/figure>\n\n\n\n<figure class=\"size-large\"><img loading=\"lazy\" decoding=\"async\" alt=\"P\u00e1gina do modelo da API Gemini que apresenta o gemini-3.1-pro-preview como um modelo em pr\u00e9-visualiza\u00e7\u00e3o.\" class=\"wp-image-16789\" height=\"460\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/ai-dev-gemini-31-pro-model-specs-1-1024x460.jpg\" style=\"max-width:100%;height:auto;display:block\" width=\"1024\" srcset=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/ai-dev-gemini-31-pro-model-specs-1-1024x460.jpg 1024w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/ai-dev-gemini-31-pro-model-specs-1-300x135.jpg 300w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/ai-dev-gemini-31-pro-model-specs-1-768x345.jpg 768w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/ai-dev-gemini-31-pro-model-specs-1-18x8.jpg 18w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/ai-dev-gemini-31-pro-model-specs-1.jpg 1265w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><code>gemini-3.1-pro-preview<\/code> est\u00e1 listado como \u201cPr\u00e9-visualiza\u00e7\u00e3o\u201d com os mesmos limites de entrada\/sa\u00edda.<\/figcaption><\/figure>\n\n\n\n<h2 id=\"price-comparison\" class=\"wp-block-heading\">Compara\u00e7\u00e3o de pre\u00e7os entre o Gemini 3.6 Flash e o Gemini 3.1 Pro<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Para o uso pago da API Gemini na vers\u00e3o Standard, o Gemini 3.6 Flash \u00e9 mais barato do que o Gemini 3.1 Pro Preview. O <a href=\"https:\/\/ai.google.dev\/gemini-api\/docs\/pricing#gemini-3.6-flash\">pre\u00e7o atual do Flash<\/a> \u00e9 de $0,75\/M na entrada e $3,75\/M na sa\u00edda at\u00e9 31 de dezembro de 2026, aumentando para $1,50\/M e $7,50\/M em 1\u00ba de janeiro de 2027. Os cart\u00f5es de teste de julho mant\u00eam os pre\u00e7os utilizados quando esses testes foram realizados.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A vers\u00e3o Gemini 3.1 Pro Preview possui dois n\u00edveis de pre\u00e7os padr\u00e3o. Para prompts de at\u00e9 200 mil tokens, o pre\u00e7o \u00e9 de $2,00 por 1 milh\u00e3o de tokens de entrada e $12,00 por 1 milh\u00e3o de tokens de sa\u00edda. Para prompts com mais de 200 mil tokens, o pre\u00e7o sobe para $4,00 de entrada e $18,00 de sa\u00edda por 1 milh\u00e3o de tokens. Para obter uma discrimina\u00e7\u00e3o de custos espec\u00edfica da vers\u00e3o Pro, consulte o <a href=\"https:\/\/www.glbgpt.com\/hub\/gemini-3-1-pro-cost-complete-2026-pricing-guide\/\">Guia de pre\u00e7os do Gemini 3.1 Pro<\/a> aberto ao lado da mesa.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>Modelo<\/th><th>Pre\u00e7o de entrada padr\u00e3o<\/th><th>Pre\u00e7o de sa\u00edda padr\u00e3o<\/th><th>Observa\u00e7\u00e3o importante<\/th><\/tr><\/thead><tbody><tr><td>Gemini 3,6 Flash<\/td><td>$0,75\/M at\u00e9 31 de dezembro de 2026; $1,50\/M a partir de 1\u00ba de janeiro de 2027<\/td><td>$3,75\/M at\u00e9 31 de dezembro de 2026; $7,50\/M a partir de 1\u00ba de janeiro de 2027<\/td><td>Modelo est\u00e1vel; o pre\u00e7o de sa\u00edda inclui tokens de reflex\u00e3o<\/td><\/tr><tr><td>Visualiza\u00e7\u00e3o do Gemini 3.1 Pro<\/td><td>$2.00 \/ 1 milh\u00e3o de tokens com menos de 200 mil tokens de prompt<\/td><td>$12.00 \/ 1 milh\u00e3o de tokens com menos de 200 mil tokens de prompt<\/td><td>Modelo de pr\u00e9-visualiza\u00e7\u00e3o; a faixa de pre\u00e7o mais alta se aplica a partir de 200 mil tokens de prompt<\/td><\/tr><tr><td>Pr\u00e9via do Gemini 3.1 Pro, prompt longo<\/td><td>$4.00 \/ 1 milh\u00e3o de tokens acima dos 200 mil tokens de prompt<\/td><td>$18.00 \/ 1 milh\u00e3o de tokens acima de 200 mil tokens de prompt<\/td><td>Importante para testes de contexto longo<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">O pre\u00e7o por si s\u00f3 n\u00e3o determina a qualidade do modelo. Um modelo mais barato que exija mais tentativas pode acabar saindo caro na pr\u00e1tica. Um modelo mais lento ainda pode valer a pena se evitar uma resposta incorreta em uma tarefa de alto valor. Se suas instru\u00e7\u00f5es costumam exceder o contexto m\u00e1ximo ou as cotas, verifique o <a href=\"https:\/\/www.glbgpt.com\/hub\/gemini-3-1-pro-limits-2026-the-ultimate-guide-to-bypassing-rate-limits-quotas\/\">Guia de limites do Gemini 3.1 Pro<\/a> antes de considerar o pre\u00e7o como o \u00fanico fator determinante. \u00c9 por isso que nosso teste registra tanto o custo quanto a qualidade do resultado para cada solicita\u00e7\u00e3o.<\/p>\n\n\n\n<h2 id=\"benchmarks\" class=\"wp-block-heading\">Comparativo de desempenho entre o Gemini 3.6 Flash e o Gemini 3.1 Pro<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Google <a href=\"https:\/\/blog.google\/innovation-and-ai\/models-and-research\/gemini-models\/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber\/\">Gemini 3.6 Postagem sobre o lan\u00e7amento do Flash<\/a> isso confere ao modelo um excelente desempenho em termos de efici\u00eancia. O Google afirma que o 3.6 Flash utiliza 17% tokens de sa\u00edda a menos do que o 3.5 Flash no \u00cdndice de An\u00e1lise Artificial, apresenta melhor desempenho no DeepSWE e no MLE Bench, al\u00e9m de elevar o desempenho verificado pelo OSWorld em compara\u00e7\u00e3o com o 3.5 Flash.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Isso \u00e9 um bom sinal, mas n\u00e3o responde \u00e0 pergunta que nos interessa aqui. A verdadeira quest\u00e3o n\u00e3o \u00e9 apenas como o Flash 3.6 se compara \u00e0 vers\u00e3o anterior <a href=\"https:\/\/www.glbgpt.com\/hub\/gemini-3-5-flash-review\">An\u00e1lise r\u00e1pida do Gemini 3.5 Flash<\/a>; a quest\u00e3o \u00e9 se o 3.6 Flash agora consegue competir com o Gemini 3.1 Pro em tarefas pr\u00e1ticas com o mesmo prompt.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">O Gemini 3.1 Pro apresenta resultados diferentes nos testes de benchmark oficiais. No <a href=\"https:\/\/blog.google\/innovation-and-ai\/models-and-research\/gemini-models\/gemini-3-1-pro\/\">Postagem sobre o lan\u00e7amento do Gemini 3.1 Pro<\/a>, o Google destacou seu racioc\u00ednio avan\u00e7ado e afirmou que o 3.1 Pro alcan\u00e7ou uma pontua\u00e7\u00e3o verificada de 77,11 TP40T no ARC-AGI-2. Isso leva a supor facilmente que o Pro deveria ser o vencedor nos testes de racioc\u00ednio mais complexos. Mas suposi\u00e7\u00f5es s\u00e3o exatamente o que este artigo est\u00e1 tentando evitar.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">O terceiro <a href=\"https:\/\/artificialanalysis.ai\/models\/comparisons\/gemini-3-6-flash-vs-gemini-3-1-pro-preview\">Compara\u00e7\u00e3o de an\u00e1lises artificiais<\/a> Os dados que coletamos mostram um contraste muito mais n\u00edtido: o Gemini 3.6 Flash parece ser mais r\u00e1pido, mais barato e apresentar um \u00cdndice de Intelig\u00eancia mais alto do que o Gemini 3.1 Pro Preview. Esse \u00e9 um contexto \u00fatil, mas n\u00e3o se trata de um resultado oficial do Google e ainda n\u00e3o substitui os testes com o mesmo prompt.<\/p>\n\n\n\n<figure class=\"size-large\"><img loading=\"lazy\" decoding=\"async\" alt=\"Destaques da an\u00e1lise da Artificial para o Gemini 3.6 Flash e a pr\u00e9via do Gemini 3.1 Pro.\" class=\"wp-image-16784\" height=\"1024\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/artificial-analysis-model-comparison-table-1-900x1024.png\" style=\"max-width:100%;height:auto;display:block\" width=\"900\" srcset=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/artificial-analysis-model-comparison-table-1-900x1024.png 900w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/artificial-analysis-model-comparison-table-1-264x300.png 264w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/artificial-analysis-model-comparison-table-1-768x873.png 768w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/artificial-analysis-model-comparison-table-1-1351x1536.png 1351w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/artificial-analysis-model-comparison-table-1-11x12.png 11w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/artificial-analysis-model-comparison-table-1.png 1580w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><figcaption class=\"wp-element-caption\">Tabela comparativa de modelos de an\u00e1lise artificial. Esta captura de tela apresenta os valores do \u00cdndice de Intelig\u00eancia de terceiros, pre\u00e7o combinado, velocidade de produ\u00e7\u00e3o, tempo at\u00e9 o primeiro token e janela de contexto, conforme mostrado abaixo.<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>Fonte<\/th><th>M\u00e9trico<\/th><th>Gemini 3,6 Flash<\/th><th>Visualiza\u00e7\u00e3o do Gemini 3.1 Pro<\/th><th>Como usar<\/th><\/tr><\/thead><tbody><tr><td><a href=\"https:\/\/blog.google\/innovation-and-ai\/models-and-research\/gemini-models\/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber\/\">Representante oficial do Google<\/a><\/td><td>DeepSWE<\/td><td>49%<\/td><td>N\u00e3o h\u00e1 uma compara\u00e7\u00e3o direta com o 3.1 Pro na publica\u00e7\u00e3o sobre o lan\u00e7amento do 3.6 Flash<\/td><td>A compara\u00e7\u00e3o oficial se concentra principalmente entre o Flash 3.6 e o Flash 3.5<\/td><\/tr><tr><td><a href=\"https:\/\/blog.google\/innovation-and-ai\/models-and-research\/gemini-models\/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber\/\">Representante oficial do Google<\/a><\/td><td>Banco MLE<\/td><td>63.9%<\/td><td>N\u00e3o h\u00e1 uma compara\u00e7\u00e3o direta com o 3.1 Pro na publica\u00e7\u00e3o sobre o lan\u00e7amento do 3.6 Flash<\/td><td>\u00datil para codifica\u00e7\u00e3o\/expectativas de agentes, n\u00e3o como prova definitiva<\/td><\/tr><tr><td><a href=\"https:\/\/blog.google\/innovation-and-ai\/models-and-research\/gemini-models\/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber\/\">Representante oficial do Google<\/a><\/td><td>OSWorld-Verified<\/td><td>83.0%<\/td><td>N\u00e3o h\u00e1 uma compara\u00e7\u00e3o direta com o 3.1 Pro na publica\u00e7\u00e3o sobre o lan\u00e7amento do 3.6 Flash<\/td><td>\u00datil no contexto do uso do computador<\/td><\/tr><tr><td><a href=\"https:\/\/artificialanalysis.ai\/models\/comparisons\/gemini-3-6-flash-vs-gemini-3-1-pro-preview\">An\u00e1lise Artificial<\/a><\/td><td>\u00cdndice de Intelig\u00eancia<\/td><td>50<\/td><td>46<\/td><td>Contexto dos testes de desempenho de terceiros<\/td><\/tr><tr><td><a href=\"https:\/\/artificialanalysis.ai\/models\/comparisons\/gemini-3-6-flash-vs-gemini-3-1-pro-preview\">An\u00e1lise Artificial<\/a><\/td><td>Velocidade de sa\u00edda<\/td><td>280 tokens\/s<\/td><td>119 tokens\/s<\/td><td>Contexto de velocidade de terceiros<\/td><\/tr><tr><td><a href=\"https:\/\/artificialanalysis.ai\/models\/comparisons\/gemini-3-6-flash-vs-gemini-3-1-pro-preview\">An\u00e1lise Artificial<\/a><\/td><td>Tempo at\u00e9 o primeiro token<\/td><td>11,71 s<\/td><td>33,44 s<\/td><td>Contexto de lat\u00eancia de terceiros<\/td><\/tr><tr><td><a href=\"https:\/\/artificialanalysis.ai\/models\/comparisons\/gemini-3-6-flash-vs-gemini-3-1-pro-preview\">An\u00e1lise Artificial<\/a><\/td><td>Pre\u00e7o m\u00e9dio ponderado<\/td><td>$1.16 \/ 1 milh\u00e3o de tokens<\/td><td>$1.74 \/ 1 milh\u00e3o de tokens<\/td><td>Utilizar separadamente dos pre\u00e7os oficiais da API<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<div aria-label=\"Compara\u00e7\u00e3o de benchmarks de an\u00e1lise artificial\" class=\"data-figure\" style=\"margin:24px 0;padding:18px 20px;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff\">\n<h3>Figura de dados: Instant\u00e2neo da an\u00e1lise artificial<\/h3>\n<p class=\"mini-note\" style=\"margin:0;color:#5c667a;font-size:14px\">Compara\u00e7\u00e3o realizada por terceiros em 22 de julho de 2026. Utilize-a como refer\u00eancia, e n\u00e3o como uma afirma\u00e7\u00e3o oficial do Google.<\/p>\n<div class=\"bar-row\" style=\"display:grid;grid-template-columns:minmax(150px,180px) minmax(120px,1fr) auto;gap:10px;align-items:center;margin:12px 0\">\n<span>\u00cdndice de Intelig\u00eancia: 3,6 Flash<\/span>\n<div class=\"bar-track\" style=\"height:16px;overflow:hidden;border-radius:999px;background:#eef2f7\"><div class=\"bar-fill\" style=\"height:100%;border-radius:999px;background:#2364d2;width:100%\"><\/div><\/div>\n<strong>50<\/strong>\n<\/div>\n<div class=\"bar-row\" style=\"display:grid;grid-template-columns:minmax(150px,180px) minmax(120px,1fr) auto;gap:10px;align-items:center;margin:12px 0\">\n<span>\u00cdndice de Intelig\u00eancia: 3,1 Pro<\/span>\n<div class=\"bar-track\" style=\"height:16px;overflow:hidden;border-radius:999px;background:#eef2f7\"><div class=\"bar-fill pro\" style=\"height:100%;border-radius:999px;background:#2364d2;background:#7a5100;width:92%\"><\/div><\/div>\n<strong>46<\/strong>\n<\/div>\n<div class=\"bar-row\" style=\"display:grid;grid-template-columns:minmax(150px,180px) minmax(120px,1fr) auto;gap:10px;align-items:center;margin:12px 0\">\n<span>Velocidade de sa\u00edda: 3,6 Flash<\/span>\n<div class=\"bar-track\" style=\"height:16px;overflow:hidden;border-radius:999px;background:#eef2f7\"><div class=\"bar-fill\" style=\"height:100%;border-radius:999px;background:#2364d2;width:100%\"><\/div><\/div>\n<strong>280 t\/s<\/strong>\n<\/div>\n<div class=\"bar-row\" style=\"display:grid;grid-template-columns:minmax(150px,180px) minmax(120px,1fr) auto;gap:10px;align-items:center;margin:12px 0\">\n<span>Velocidade de sa\u00edda: 3.1 Pro<\/span>\n<div class=\"bar-track\" style=\"height:16px;overflow:hidden;border-radius:999px;background:#eef2f7\"><div class=\"bar-fill pro\" style=\"height:100%;border-radius:999px;background:#2364d2;background:#7a5100;width:43%\"><\/div><\/div>\n<strong>119 t\/s<\/strong>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 id=\"test-method\" class=\"wp-block-heading\">Como testamos o Gemini 3.6 Flash em compara\u00e7\u00e3o com o Gemini 3.1 Pro<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Cada teste utiliza a mesma instru\u00e7\u00e3o, a mesma entrada e as mesmas categorias de pontua\u00e7\u00e3o para ambos os modelos. N\u00e3o consideramos uma resposta correta como prova de que um modelo seja globalmente melhor. O objetivo \u00e9 mais espec\u00edfico e mais \u00fatil: mostrar como cada modelo se comporta em tarefas espec\u00edficas.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Avaliamos cada resultado com base nessas categorias:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>Categoria<\/th><th>O que procuramos<\/th><\/tr><\/thead><tbody><tr><td>Qualidade dos resultados<\/td><td>A resposta \u00e9 realmente \u00fatil?<\/td><\/tr><tr><td>Instru\u00e7\u00f5es a seguir<\/td><td>O modelo respeitou o formato, os limites e as restri\u00e7\u00f5es?<\/td><\/tr><tr><td>Precis\u00e3o<\/td><td>O texto evitou factos, pre\u00e7os, links ou alega\u00e7\u00f5es inventados?<\/td><\/tr><tr><td>Profundidade do racioc\u00ednio<\/td><td>Isso identificou as compensa\u00e7\u00f5es e as restri\u00e7\u00f5es ocultas?<\/td><\/tr><tr><td>Estrutura<\/td><td>A sa\u00edda \u00e9 f\u00e1cil de analisar e reutilizar?<\/td><\/tr><tr><td>Velocidade<\/td><td>Tempo de resposta de ponta a ponta em segundos<\/td><\/tr><tr><td>Custo<\/td><td>Estimado com base nos pre\u00e7os oficiais dos tokens de entrada e sa\u00edda da API<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">O teste foi executado pela mesma rota da API, utilizando os IDs exatos dos modelos solicitados: <code>gemini-3.6-flash<\/code> e <code>gemini-3.1-pro-preview<\/code>. Os resultados brutos, o uso de tokens, a lat\u00eancia e as estimativas oficiais de custo da API foram registrados para cada tarefa.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Se a programa\u00e7\u00e3o for o principal motivo pelo qual voc\u00ea est\u00e1 comparando esses dois modelos, considere esse resultado juntamente com o <a href=\"https:\/\/www.glbgpt.com\/hub\/best-ai-model-for-coding\/\">melhor modelo de IA para codifica\u00e7\u00e3o<\/a> orienta\u00e7\u00e3o, em vez de julgar com base apenas em um \u00fanico aviso de corre\u00e7\u00e3o de bug.<\/p>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<div class=\"test-warning\" style=\"margin:22px 0;padding:18px 20px;border:1px solid #dfe7f2;border-left:5px solid #b7791f;border-radius:8px;background:#fffaf0\">\n<strong>Nota sobre o m\u00e9todo:<\/strong> Este \u00e9 um teste de fluxo de trabalho da API com o mesmo prompt, n\u00e3o uma avalia\u00e7\u00e3o comparativa do setor. Lat\u00eancia significa o tempo decorrido de ponta a ponta a partir deste espa\u00e7o de trabalho. O custo \u00e9 estimado com base em dados oficiais <a href=\"https:\/\/ai.google.dev\/gemini-api\/docs\/pricing\" style=\"color:#1d5fd0;text-decoration:underline;text-underline-offset:3px\">Pre\u00e7os do plano pago do padr\u00e3o API Gemini<\/a> verificado em 22 de julho de 2026. A tarefa de captura de tela utilizou uma imagem sint\u00e9tica do checkout\/painel criada para este teste.\n  <\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Se voc\u00ea ainda estiver escolhendo um modelo padr\u00e3o para um trabalho mais abrangente, o <a href=\"https:\/\/www.glbgpt.com\/hub\/best-ai-models\">Guia dos melhores modelos de IA<\/a> \u00e9 um pr\u00f3ximo passo mais adequado do que analisar esse par Gemini isoladamente.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">E se a sua verdadeira escolha for entre o Google e o OpenAI, em vez de entre o Flash e o Pro, o <a href=\"https:\/\/www.glbgpt.com\/hub\/gpt-5-vs-gemini-2-5-pro-a-detailed-ai-model-review\/\">Compara\u00e7\u00e3o entre o GPT-5 e o Gemini 2.5 Pro<\/a> \u00e9 um pr\u00f3ximo passo mais adequado do que mais uma tabela de refer\u00eancia apenas com Gemini.<\/p>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<div aria-label=\"Matriz de teste com o mesmo prompt\" class=\"test-grid\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(100%,220px),1fr));gap:14px;margin:20px 0\">\n<div class=\"test-card\" style=\"padding:16px;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff\"><strong>T01 S\u00edntese da pesquisa<\/strong><p>A recomenda\u00e7\u00e3o da Pro parecia mais um texto bem elaborado pela equipe de SEO, embora uma nota da matriz tivesse indicado incorretamente o pacote de origem.<\/p><span class=\"winner-pill pro\" style=\"display:inline-block;padding:4px 9px;border-radius:999px;background:#fff4d6;color:#7a5100;font-size:12px;font-weight:800\">Pr\u00f3s<\/span><\/div>\n<div class=\"test-card\" style=\"padding:16px;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff\"><strong>Corre\u00e7\u00e3o de erro de codifica\u00e7\u00e3o no T02<\/strong><p>Ambos resolveram o problema, mas o Flash apresentou verifica\u00e7\u00f5es decimais mais robustas nos testes.<\/p><span class=\"winner-pill\" style=\"display:inline-block;padding:4px 9px;border-radius:999px;background:#fff4d6;color:#7a5100;font-size:12px;font-weight:800\">Flash<\/span><\/div>\n<div class=\"test-card\" style=\"padding:16px;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff\"><strong>T03 Resumo de contexto extenso<\/strong><p>O Pro era mais completo, mas o Flash era mais simples e seguro no que diz respeito \u00e0 formula\u00e7\u00e3o do status de pr\u00e9-visualiza\u00e7\u00e3o.<\/p><span class=\"winner-pill\" style=\"display:inline-block;padding:4px 9px;border-radius:999px;background:#fff4d6;color:#7a5100;font-size:12px;font-weight:800\">Luz forte, leve<\/span><\/div>\n<div class=\"test-card\" style=\"padding:16px;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff\"><strong>T04 Racioc\u00ednio com dados<\/strong><p>Ambos fizeram os c\u00e1lculos corretamente; o Flash utilizou a nota\u00e7\u00e3o de divis\u00e3o mais conhecida e uma estrutura mais clara e f\u00e1cil de ler.<\/p><span class=\"winner-pill\" style=\"display:inline-block;padding:4px 9px;border-radius:999px;background:#fff4d6;color:#7a5100;font-size:12px;font-weight:800\">Flash<\/span><\/div>\n<div class=\"test-card\" style=\"padding:16px;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff\"><strong>T05 An\u00e1lise de capturas de tela<\/strong><p>O Flash era preciso; o Pro oferecia informa\u00e7\u00f5es mais detalhadas sobre confian\u00e7a, tipografia e riscos em dispositivos m\u00f3veis.<\/p><span class=\"winner-pill\" style=\"display:inline-block;padding:4px 9px;border-radius:999px;background:#fff4d6;color:#7a5100;font-size:12px;font-weight:800\">Pr\u00f3s, leve<\/span><\/div>\n<div class=\"test-card\" style=\"padding:16px;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff\"><strong>T06 Reda\u00e7\u00e3o\/edi\u00e7\u00e3o para SEO<\/strong><p>O Flash soou mais natural e limpo; o Pro foi uma escolha segura, mas com um tom muito dram\u00e1tico.<\/p><span class=\"winner-pill\" style=\"display:inline-block;padding:4px 9px;border-radius:999px;background:#fff4d6;color:#7a5100;font-size:12px;font-weight:800\">Flash<\/span><\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 id=\"same-prompt-tests\" class=\"wp-block-heading\">Gemini 3.6 Flash vs Gemini 3.1 Pro: Resultados com o mesmo prompt<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Em vez de ocultar os dados de teste em um \u00fanico quadro de resultados combinado, esta se\u00e7\u00e3o apresenta cada prompt em seu pr\u00f3prio quadro comparativo entre o Gemini 3.6 Flash e o Gemini 3.1 Pro. Cada cart\u00e3o inclui dados de execu\u00e7\u00e3o da API para o mesmo prompt, al\u00e9m de trechos curtos das sa\u00eddas brutas reais, de modo que a compara\u00e7\u00e3o n\u00e3o se resume a uma simples tabela de pontua\u00e7\u00e3o.<\/p>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<section class=\"task-result-card task-part-overview\" style=\"overflow:hidden;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff;margin:0 0 12px\">\n<div class=\"task-card-head\" style=\"display:flex;flex-wrap:wrap;gap:12px;align-items:center;padding:16px 18px;border-bottom:1px solid #dfe7f2\">\n<span class=\"task-id\" style=\"color:#185abc;font-size:11px;font-weight:800;text-transform:uppercase\">Resultado da tarefa \/ T01<\/span>\n<h3>S\u00edntese da pesquisa<\/h3>\n<span class=\"winner-pill pro\" style=\"display:inline-block;padding:4px 9px;border-radius:999px;background:#fff4d6;color:#7a5100;font-size:12px;font-weight:800\">Vencedor: Gemini 3.1 Pro Preview<\/span>\n<\/div>\n<div class=\"model-metrics\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(100%,340px),1fr));gap:1px;margin:18px;border:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"model-metric flash\" style=\"min-width:0;background:#ffffff\">\n<strong class=\"model-name\" style=\"display:block;padding:10px 12px;background:#edf4ff;color:#185abc;font-size:14px\">Gemini 3,6 Flash<\/strong>\n<dl class=\"metric-details\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(92px,1fr));gap:1px;margin:0;border-top:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Pontua\u00e7\u00e3o<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">4.23<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Transcorrido<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">22,8 s<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Custo<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">$0.0471<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Sa\u00edda<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">6.206 tokens<\/dd><\/div>\n<\/dl>\n<\/div>\n<div class=\"model-metric pro\" style=\"min-width:0;background:#ffffff\">\n<strong class=\"model-name model-name-pro\" style=\"display:block;padding:10px 12px;background:#edf4ff;color:#185abc;font-size:14px;background:#fff4d6;color:#7a5100\">Visualiza\u00e7\u00e3o do Gemini 3.1 Pro<\/strong>\n<dl class=\"metric-details\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(92px,1fr));gap:1px;margin:0;border-top:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Pontua\u00e7\u00e3o<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">3.76<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Transcorrido<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">48,0 s<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Custo<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">$0.0874<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Sa\u00edda<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">7.217 tokens<\/dd><\/div>\n<\/dl>\n<\/div>\n<\/div>\n<p class=\"task-setup\" style=\"margin:0 18px 16px;padding:12px 14px;border-left:4px solid #185abc;background:#edf4ff;color:#364153\"><strong>Configura\u00e7\u00e3o da tarefa:<\/strong> Cada modelo teve que redigir uma recomenda\u00e7\u00e3o interna de compra com 120 a 160 palavras, utilizando exclusivamente um conjunto de dados controlado. O conjunto inclu\u00eda IDs dos modelos, pre\u00e7os oficiais da API, restri\u00e7\u00f5es do comprador, evid\u00eancias desconhecidas e uma lista rigorosa de quatro itens de evid\u00eancias ausentes.<\/p>\n<\/section>\n<\/div>\n\n\n\n<figure class=\"size-large\"><img loading=\"lazy\" decoding=\"async\" alt=\"Captura de tela lado a lado dos resultados da s\u00edntese da pesquisa do Gemini 3.6 Flash e do Gemini 3.1 Pro Preview.\" class=\"wp-image-16785\" height=\"640\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/test-result-t01-research-synthesis-comparison-1-1024x640.png\" style=\"max-width:100%;height:auto;display:block\" width=\"1024\" srcset=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/test-result-t01-research-synthesis-comparison-1-1024x640.png 1024w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/test-result-t01-research-synthesis-comparison-1-300x188.png 300w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/test-result-t01-research-synthesis-comparison-1-768x480.png 768w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/test-result-t01-research-synthesis-comparison-1-1536x960.png 1536w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/test-result-t01-research-synthesis-comparison-1-18x12.png 18w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/test-result-t01-research-synthesis-comparison-1.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<section class=\"task-result-card task-part-output\" style=\"overflow:hidden;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff;margin:12px 0\">\n<div aria-label=\"Trechos reais da sa\u00edda para T01\" class=\"output-excerpts\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(100%,340px),1fr));gap:1px;margin:16px 18px;border:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"output-excerpt flash\" style=\"min-width:0;padding:14px 15px;background:#ffffff\">\n<span class=\"excerpt-label\" style=\"display:block;margin-bottom:7px;color:#185abc;font-size:10px;font-weight:800;text-transform:uppercase\">Sa\u00edda real do Flash<\/span>\n<blockquote style=\"margin:0;color:#37404c;font-size:14px;line-height:1.55\">Para nossa equipe de conte\u00fado de SEO, composta por cinco pessoas, recomendamos definir o gemini-3.6-flash como o modelo padr\u00e3o principal e utilizar o gemini-3.1-pro-preview de forma seletiva.<\/blockquote>\n<\/div>\n<div class=\"output-excerpt pro\" style=\"min-width:0;padding:14px 15px;background:#ffffff\">\n<span class=\"excerpt-label pro-label\" style=\"display:block;margin-bottom:7px;color:#185abc;font-size:10px;font-weight:800;text-transform:uppercase;color:#7a5100\">Sa\u00edda do Actual Pro<\/span>\n<blockquote style=\"margin:0;color:#37404c;font-size:14px;line-height:1.55\">(Os pre\u00e7os para prompts com mais de 200 mil tokens n\u00e3o constam no pacote de origem).<\/blockquote>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<section class=\"task-result-card task-part-verdict\" style=\"overflow:hidden;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff;margin:12px 0 24px\">\n<p class=\"evidence-read\" style=\"margin:0 18px;padding:12px 14px;border-left:4px solid #7b8592;background:#f4f6f8;color:#364153\"><strong>O que isso mostra:<\/strong> A Pro organizou a recomenda\u00e7\u00e3o em um estilo de SEO mais adequado para publica\u00e7\u00e3o e utilizou um tom de venda mais moderado. A Flash foi mais precisa em rela\u00e7\u00e3o aos n\u00edveis de pre\u00e7os fornecidos; a matriz da Pro indicava incorretamente que um detalhe de pre\u00e7o da Flash estava faltando no pacote de origem.<\/p>\n<p class=\"task-read\" style=\"margin:12px 18px 18px;padding:13px 15px;border-left:4px solid #7a5100;background:#fff4d6;color:#39414d\"><strong>Veredicto editorial:<\/strong> O Pro se destaca nessa tarefa voltada para a reda\u00e7\u00e3o porque sua recomenda\u00e7\u00e3o se assemelha mais a um briefing interno de SEO j\u00e1 finalizado, mas a informa\u00e7\u00e3o sobre o pre\u00e7o deve ser corrigida antes da publica\u00e7\u00e3o.<\/p>\n<\/section>\n<\/div>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<section class=\"task-result-card task-part-overview\" style=\"overflow:hidden;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff;margin:0 0 12px\">\n<div class=\"task-card-head\" style=\"display:flex;flex-wrap:wrap;gap:12px;align-items:center;padding:16px 18px;border-bottom:1px solid #dfe7f2\">\n<span class=\"task-id\" style=\"color:#185abc;font-size:11px;font-weight:800;text-transform:uppercase\">Resultado da tarefa \/ T02<\/span>\n<h3>Corre\u00e7\u00e3o de bug de programa\u00e7\u00e3o<\/h3>\n<span class=\"winner-pill flash\" style=\"display:inline-block;padding:4px 9px;border-radius:999px;background:#fff4d6;color:#7a5100;font-size:12px;font-weight:800\">Vencedor: Gemini 3.6 Flash<\/span>\n<\/div>\n<div class=\"model-metrics\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(100%,340px),1fr));gap:1px;margin:18px;border:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"model-metric flash\" style=\"min-width:0;background:#ffffff\">\n<strong class=\"model-name\" style=\"display:block;padding:10px 12px;background:#edf4ff;color:#185abc;font-size:14px\">Gemini 3,6 Flash<\/strong>\n<dl class=\"metric-details\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(92px,1fr));gap:1px;margin:0;border-top:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Pontua\u00e7\u00e3o<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">4.73<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Transcorrido<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">9,1 s<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Custo<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">$0.0166<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Sa\u00edda<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">2.131 tokens<\/dd><\/div>\n<\/dl>\n<\/div>\n<div class=\"model-metric pro\" style=\"min-width:0;background:#ffffff\">\n<strong class=\"model-name model-name-pro\" style=\"display:block;padding:10px 12px;background:#edf4ff;color:#185abc;font-size:14px;background:#fff4d6;color:#7a5100\">Visualiza\u00e7\u00e3o do Gemini 3.1 Pro<\/strong>\n<dl class=\"metric-details\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(92px,1fr));gap:1px;margin:0;border-top:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Pontua\u00e7\u00e3o<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">4.51<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Transcorrido<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">13,2 s<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Custo<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">$0.0231<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Sa\u00edda<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">1.853 tokens<\/dd><\/div>\n<\/dl>\n<\/div>\n<\/div>\n<p class=\"task-setup\" style=\"margin:0 18px 16px;padding:12px 14px;border-left:4px solid #185abc;background:#edf4ff;color:#364153\"><strong>Configura\u00e7\u00e3o da tarefa:<\/strong> A tarefa consistia em uma pequena calculadora de custos em JavaScript com dois erros propositais: ela tratava os pre\u00e7os por milh\u00e3o de tokens como pre\u00e7os por token e utilizava o plano Pro, mais caro, em <code>&gt;=200.000<\/code> tokens, em vez de apenas acima de 200.000.<\/p>\n<\/section>\n<\/div>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<section class=\"task-result-card task-part-output\" style=\"overflow:hidden;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff;margin:12px 0\">\n<div aria-label=\"Trechos reais da sa\u00edda para T02\" class=\"output-excerpts\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(100%,340px),1fr));gap:1px;margin:16px 18px;border:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"output-excerpt flash\" style=\"min-width:0;padding:14px 15px;background:#ffffff\">\n<span class=\"excerpt-label\" style=\"display:block;margin-bottom:7px;color:#185abc;font-size:10px;font-weight:800;text-transform:uppercase\">Sa\u00edda real do Flash<\/span>\n<blockquote style=\"margin:0;color:#37404c;font-size:14px;line-height:1.55\">console.assert(Math.abs(real \u2013 esperado) &lt; 1e-9, `Teste 1 falhou: Esperado ${esperado}, obtido ${real}`);<\/blockquote>\n<\/div>\n<div class=\"output-excerpt pro\" style=\"min-width:0;padding:14px 15px;background:#ffffff\">\n<span class=\"excerpt-label pro-label\" style=\"display:block;margin-bottom:7px;color:#185abc;font-size:10px;font-weight:800;text-transform:uppercase;color:#7a5100\">Sa\u00edda do Actual Pro<\/span>\n<blockquote style=\"margin:0;color:#37404c;font-size:14px;line-height:1.55\">console.assert(test1 === 0.00525, `Teste 1 falhou: esperava-se 0.00525, obtido ${test1}`);<\/blockquote>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<section class=\"task-result-card task-part-verdict\" style=\"overflow:hidden;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff;margin:12px 0 24px\">\n<p class=\"evidence-read\" style=\"margin:0 18px;padding:12px 14px;border-left:4px solid #7b8592;background:#f4f6f8;color:#364153\"><strong>O que isso mostra:<\/strong> Ambos os modelos corrigiram o m\u00f3dulo com um patch m\u00ednimo, mas o Flash criou testes de ponto flutuante mais seguros, baseados em toler\u00e2ncia, enquanto o Pro utilizou a igualdade decimal estrita.<\/p>\n<p class=\"task-read\" style=\"margin:12px 18px 18px;padding:13px 15px;border-left:4px solid #7a5100;background:#fff4d6;color:#39414d\"><strong>Veredicto editorial:<\/strong> Ambas as respostas funcionaram. O Flash estava mais pronto para produ\u00e7\u00e3o porque seus testes utilizavam asser\u00e7\u00f5es decimais mais seguras.<\/p>\n<\/section>\n<\/div>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<section class=\"task-result-card task-part-overview\" style=\"overflow:hidden;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff;margin:0 0 12px\">\n<div class=\"task-card-head\" style=\"display:flex;flex-wrap:wrap;gap:12px;align-items:center;padding:16px 18px;border-bottom:1px solid #dfe7f2\">\n<span class=\"task-id\" style=\"color:#185abc;font-size:11px;font-weight:800;text-transform:uppercase\">Resultado da tarefa \/ T03<\/span>\n<h3>Resumo com contexto amplo<\/h3>\n<span class=\"winner-pill flash\" style=\"display:inline-block;padding:4px 9px;border-radius:999px;background:#fff4d6;color:#7a5100;font-size:12px;font-weight:800\">Vencedor: Gemini 3.6 Flash, leve<\/span>\n<\/div>\n<div class=\"model-metrics\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(100%,340px),1fr));gap:1px;margin:18px;border:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"model-metric flash\" style=\"min-width:0;background:#ffffff\">\n<strong class=\"model-name\" style=\"display:block;padding:10px 12px;background:#edf4ff;color:#185abc;font-size:14px\">Gemini 3,6 Flash<\/strong>\n<dl class=\"metric-details\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(92px,1fr));gap:1px;margin:0;border-top:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Pontua\u00e7\u00e3o<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">4.53<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Transcorrido<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">15,0 s<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Custo<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">$0.0455<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Sa\u00edda<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">3.489 tokens<\/dd><\/div>\n<\/dl>\n<\/div>\n<div class=\"model-metric pro\" style=\"min-width:0;background:#ffffff\">\n<strong class=\"model-name model-name-pro\" style=\"display:block;padding:10px 12px;background:#edf4ff;color:#185abc;font-size:14px;background:#fff4d6;color:#7a5100\">Visualiza\u00e7\u00e3o do Gemini 3.1 Pro<\/strong>\n<dl class=\"metric-details\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(92px,1fr));gap:1px;margin:0;border-top:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Pontua\u00e7\u00e3o<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">4.2<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Transcorrido<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">28,2 s<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Custo<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">$0.0732<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Sa\u00edda<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">3.949 tokens<\/dd><\/div>\n<\/dl>\n<\/div>\n<\/div>\n<p class=\"task-setup\" style=\"margin:0 18px 16px;padding:12px 14px;border-left:4px solid #185abc;background:#edf4ff;color:#364153\"><strong>Configura\u00e7\u00e3o da tarefa:<\/strong> O prompt utilizou uma transcri\u00e7\u00e3o de planejamento repetida com notas de conflito de \u00faltima hora sobre capturas de tela ausentes, relat\u00f3rios de custo de tokens, press\u00e3o para publica\u00e7\u00e3o na sexta-feira, seguran\u00e7a do ID do modelo e tratamento de falhas na API.<\/p>\n<\/section>\n<\/div>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<section class=\"task-result-card task-part-output\" style=\"overflow:hidden;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff;margin:12px 0\">\n<div aria-label=\"Trechos reais da sa\u00edda para T03\" class=\"output-excerpts\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(100%,340px),1fr));gap:1px;margin:16px 18px;border:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"output-excerpt flash\" style=\"min-width:0;padding:14px 15px;background:#ffffff\">\n<span class=\"excerpt-label\" style=\"display:block;margin-bottom:7px;color:#185abc;font-size:10px;font-weight:800;text-transform:uppercase\">Sa\u00edda real do Flash<\/span>\n<blockquote style=\"margin:0;color:#37404c;font-size:14px;line-height:1.55\">Confirme se o Gemini 3.1 Pro n\u00e3o \u00e9 descrito como \u201cest\u00e1vel\u201d caso seu ID de modelo seja \u201cpreview\u201d.<\/blockquote>\n<\/div>\n<div class=\"output-excerpt pro\" style=\"min-width:0;padding:14px 15px;background:#ffffff\">\n<span class=\"excerpt-label pro-label\" style=\"display:block;margin-bottom:7px;color:#185abc;font-size:10px;font-weight:800;text-transform:uppercase;color:#7a5100\">Sa\u00edda do Actual Pro<\/span>\n<blockquote style=\"margin:0;color:#37404c;font-size:14px;line-height:1.55\">O Gemini 3.1 Pro est\u00e1 confirmado como est\u00e1vel; caso contr\u00e1rio, o texto ser\u00e1 ajustado para evitar que seja chamado de est\u00e1vel se o ID indicar \u201cpr\u00e9-visualiza\u00e7\u00e3o\u201d.<\/blockquote>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<section class=\"task-result-card task-part-verdict\" style=\"overflow:hidden;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff;margin:12px 0 24px\">\n<p class=\"evidence-read\" style=\"margin:0 18px;padding:12px 14px;border-left:4px solid #7b8592;background:#f4f6f8;color:#364153\"><strong>O que isso mostra:<\/strong> O Flash seguiu a regra editorial mais segura: n\u00e3o se deve considerar o Gemini 3.1 Pro como est\u00e1vel quando o ID do modelo da API indica \u201cpr\u00e9-visualiza\u00e7\u00e3o\u201d. A vers\u00e3o Pro era mais completa, mas a reda\u00e7\u00e3o da lista de verifica\u00e7\u00e3o poderia ser interpretada como uma confirma\u00e7\u00e3o da estabilidade em primeiro lugar.<\/p>\n<p class=\"task-read\" style=\"margin:12px 18px 18px;padding:13px 15px;border-left:4px solid #7a5100;background:#fff4d6;color:#39414d\"><strong>Veredicto editorial:<\/strong> O Pro proporcionou mais textura, enquanto o Flash apresentou um resultado mais limpo e seguro no que diz respeito \u00e0 formula\u00e7\u00e3o do status de visualiza\u00e7\u00e3o.<\/p>\n<\/section>\n<\/div>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<section class=\"task-result-card task-part-overview\" style=\"overflow:hidden;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff;margin:0 0 12px\">\n<div class=\"task-card-head\" style=\"display:flex;flex-wrap:wrap;gap:12px;align-items:center;padding:16px 18px;border-bottom:1px solid #dfe7f2\">\n<span class=\"task-id\" style=\"color:#185abc;font-size:11px;font-weight:800;text-transform:uppercase\">Resultado da tarefa \/ T04<\/span>\n<h3>Racioc\u00ednio com dados<\/h3>\n<span class=\"winner-pill flash\" style=\"display:inline-block;padding:4px 9px;border-radius:999px;background:#fff4d6;color:#7a5100;font-size:12px;font-weight:800\">Vencedor: Gemini 3.6 Flash<\/span>\n<\/div>\n<div class=\"model-metrics\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(100%,340px),1fr));gap:1px;margin:18px;border:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"model-metric flash\" style=\"min-width:0;background:#ffffff\">\n<strong class=\"model-name\" style=\"display:block;padding:10px 12px;background:#edf4ff;color:#185abc;font-size:14px\">Gemini 3,6 Flash<\/strong>\n<dl class=\"metric-details\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(92px,1fr));gap:1px;margin:0;border-top:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Pontua\u00e7\u00e3o<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">4.18<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Transcorrido<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">10,5 s<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Custo<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">$0.0181<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Sa\u00edda<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">2.368 tokens<\/dd><\/div>\n<\/dl>\n<\/div>\n<div class=\"model-metric pro\" style=\"min-width:0;background:#ffffff\">\n<strong class=\"model-name model-name-pro\" style=\"display:block;padding:10px 12px;background:#edf4ff;color:#185abc;font-size:14px;background:#fff4d6;color:#7a5100\">Visualiza\u00e7\u00e3o do Gemini 3.1 Pro<\/strong>\n<dl class=\"metric-details\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(92px,1fr));gap:1px;margin:0;border-top:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Pontua\u00e7\u00e3o<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">4.21<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Transcorrido<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">17,1 s<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Custo<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">$0.0276<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Sa\u00edda<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">2.258 tokens<\/dd><\/div>\n<\/dl>\n<\/div>\n<\/div>\n<p class=\"task-setup\" style=\"margin:0 18px 16px;padding:12px 14px;border-left:4px solid #185abc;background:#edf4ff;color:#364153\"><strong>Configura\u00e7\u00e3o da tarefa:<\/strong> Os dados de entrada consistiam em uma tabela de canais com dados de 14 dias, incluindo gastos, cliques, cadastros, convers\u00f5es pagas, receita e tempo de perman\u00eancia na p\u00e1gina. O modelo precisava classificar o ROAS, tratar separadamente o canal sem gastos, classificar a taxa de convers\u00e3o paga e recomendar uma divis\u00e3o do or\u00e7amento para o pr\u00f3ximo $300.<\/p>\n<\/section>\n<\/div>\n\n\n\n<figure class=\"size-large\"><img loading=\"lazy\" decoding=\"async\" alt=\"Captura de tela lado a lado dos resultados do racioc\u00ednio de dados do Gemini 3.6 Flash e do Gemini 3.1 Pro Preview.\" class=\"wp-image-16786\" height=\"640\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/test-result-t04-data-reasoning-comparison-1024x640.png\" style=\"max-width:100%;height:auto;display:block\" width=\"1024\" srcset=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/test-result-t04-data-reasoning-comparison-1024x640.png 1024w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/test-result-t04-data-reasoning-comparison-300x188.png 300w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/test-result-t04-data-reasoning-comparison-768x480.png 768w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/test-result-t04-data-reasoning-comparison-1536x960.png 1536w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/test-result-t04-data-reasoning-comparison-18x12.png 18w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/test-result-t04-data-reasoning-comparison.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<section class=\"task-result-card task-part-output\" style=\"overflow:hidden;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff;margin:12px 0\">\n<div aria-label=\"Trechos reais da sa\u00edda para T04\" class=\"output-excerpts\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(100%,340px),1fr));gap:1px;margin:16px 18px;border:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"output-excerpt flash\" style=\"min-width:0;padding:14px 15px;background:#ffffff\">\n<span class=\"excerpt-label\" style=\"display:block;margin-bottom:7px;color:#185abc;font-size:10px;font-weight:800;text-transform:uppercase\">Sa\u00edda real do Flash<\/span>\n<blockquote style=\"margin:0;color:#37404c;font-size:14px;line-height:1.55\">LinkedIn org\u00e2nico (receita de $45 com gasto de $0; o c\u00e1lculo resulta em um ROAS indefinido\/infinito).<\/blockquote>\n<\/div>\n<div class=\"output-excerpt pro\" style=\"min-width:0;padding:14px 15px;background:#ffffff\">\n<span class=\"excerpt-label pro-label\" style=\"display:block;margin-bottom:7px;color:#185abc;font-size:10px;font-weight:800;text-transform:uppercase;color:#7a5100\">Sa\u00edda do Actual Pro<\/span>\n<blockquote style=\"margin:0;color:#37404c;font-size:14px;line-height:1.55\">As inscri\u00e7\u00f5es s\u00e3o uma m\u00e9trica de vaidade neste caso, pois n\u00e3o garantem receita efetiva.<\/blockquote>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<section class=\"task-result-card task-part-verdict\" style=\"overflow:hidden;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff;margin:12px 0 24px\">\n<p class=\"evidence-read\" style=\"margin:0 18px;padding:12px 14px;border-left:4px solid #7b8592;background:#f4f6f8;color:#364153\"><strong>O que isso mostra:<\/strong> Ambos os modelos chegaram \u00e0s classifica\u00e7\u00f5es corretas e \u00e0 divis\u00e3o correta do or\u00e7amento. O Flash facilitou a leitura dos c\u00e1lculos ao usar o sinal de divis\u00e3o, que \u00e9 mais familiar, em vez da nota\u00e7\u00e3o com barra, e seu layout numerado manteve-se consistente nos dois c\u00e1lculos.<\/p>\n<p class=\"evidence-read\" style=\"margin:0 18px;padding:12px 14px;border-left:4px solid #7b8592;background:#f4f6f8;color:#364153\"><strong>Pr\u00f3ximo passo:<\/strong> Para classifica\u00e7\u00f5es no estilo planilha, divis\u00f5es de or\u00e7amento e an\u00e1lises de canais, compare esta tarefa com a <a href=\"https:\/\/www.glbgpt.com\/hub\/best-ai-tools-for-data-analysis-tested\/\" style=\"color:#1d5fd0;text-decoration:underline;text-underline-offset:3px\">as melhores ferramentas de IA para an\u00e1lise de dados<\/a> guia.<\/p>\n<p class=\"task-read\" style=\"margin:12px 18px 18px;padding:13px 15px;border-left:4px solid #7a5100;background:#fff4d6;color:#39414d\"><strong>Veredicto editorial:<\/strong> O Flash vence essa tarefa na apresenta\u00e7\u00e3o. O Pro ofereceu uma explica\u00e7\u00e3o \u00fatil sobre a qualidade do registro, mas o formato de c\u00e1lculo do Flash \u00e9 mais r\u00e1pido de ler e verificar.<\/p>\n<\/section>\n<\/div>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<section class=\"task-result-card task-part-overview\" style=\"overflow:hidden;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff;margin:0 0 12px\">\n<div class=\"task-card-head\" style=\"display:flex;flex-wrap:wrap;gap:12px;align-items:center;padding:16px 18px;border-bottom:1px solid #dfe7f2\">\n<span class=\"task-id\" style=\"color:#185abc;font-size:11px;font-weight:800;text-transform:uppercase\">Resultado da tarefa \/ T05<\/span>\n<h3>An\u00e1lise de capturas de tela<\/h3>\n<span class=\"winner-pill pro\" style=\"display:inline-block;padding:4px 9px;border-radius:999px;background:#fff4d6;color:#7a5100;font-size:12px;font-weight:800\">Vencedor: Gemini 3.1 Pro Preview, ligeira<\/span>\n<\/div>\n<div class=\"model-metrics\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(100%,340px),1fr));gap:1px;margin:18px;border:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"model-metric flash\" style=\"min-width:0;background:#ffffff\">\n<strong class=\"model-name\" style=\"display:block;padding:10px 12px;background:#edf4ff;color:#185abc;font-size:14px\">Gemini 3,6 Flash<\/strong>\n<dl class=\"metric-details\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(92px,1fr));gap:1px;margin:0;border-top:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Pontua\u00e7\u00e3o<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">4.68<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Transcorrido<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">11,2 s<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Custo<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">$0.0165<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Sa\u00edda<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">1.950 tokens<\/dd><\/div>\n<\/dl>\n<\/div>\n<div class=\"model-metric pro\" style=\"min-width:0;background:#ffffff\">\n<strong class=\"model-name model-name-pro\" style=\"display:block;padding:10px 12px;background:#edf4ff;color:#185abc;font-size:14px;background:#fff4d6;color:#7a5100\">Visualiza\u00e7\u00e3o do Gemini 3.1 Pro<\/strong>\n<dl class=\"metric-details\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(92px,1fr));gap:1px;margin:0;border-top:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Pontua\u00e7\u00e3o<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">4.57<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Transcorrido<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">20,7 s<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Custo<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">$0.0296<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Sa\u00edda<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">2.261 tokens<\/dd><\/div>\n<\/dl>\n<\/div>\n<\/div>\n<p class=\"task-setup\" style=\"margin:0 18px 16px;padding:12px 14px;border-left:4px solid #185abc;background:#edf4ff;color:#364153\"><strong>Configura\u00e7\u00e3o da tarefa:<\/strong> A imagem de entrada era uma captura de tela sint\u00e9tica do checkout\/painel do GLBGPT criada para este teste. Ela exibia um checkout mensal do plano Pro, um aviso de desconto, um bot\u00e3o \u201cPagar agora\u201d, um resumo do pedido, um texto sobre impostos diferidos e uma nota sobre o selo de confian\u00e7a para dispositivos m\u00f3veis.<\/p>\n<\/section>\n<\/div>\n\n\n\n<figure class=\"size-large\"><img loading=\"lazy\" decoding=\"async\" alt=\"Captura de tela do painel de checkout GLBGPT sint\u00e9tico utilizada para o teste de an\u00e1lise de capturas de tela do T05.\" class=\"wp-image-16787\" height=\"640\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/test-input-t05-synthetic-checkout-dashboard-1024x640.png\" style=\"max-width:100%;height:auto;display:block\" width=\"1024\" srcset=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/test-input-t05-synthetic-checkout-dashboard-1024x640.png 1024w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/test-input-t05-synthetic-checkout-dashboard-300x188.png 300w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/test-input-t05-synthetic-checkout-dashboard-768x480.png 768w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/test-input-t05-synthetic-checkout-dashboard-18x12.png 18w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/test-input-t05-synthetic-checkout-dashboard.png 1440w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<section class=\"task-result-card task-part-output\" style=\"overflow:hidden;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff;margin:12px 0\">\n<div aria-label=\"Trechos reais da sa\u00edda para T05\" class=\"output-excerpts\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(100%,340px),1fr));gap:1px;margin:16px 18px;border:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"output-excerpt flash\" style=\"min-width:0;padding:14px 15px;background:#ffffff\">\n<span class=\"excerpt-label\" style=\"display:block;margin-bottom:7px;color:#185abc;font-size:10px;font-weight:800;text-transform:uppercase\">Sa\u00edda real do Flash<\/span>\n<blockquote style=\"margin:0;color:#37404c;font-size:14px;line-height:1.55\">A falta de preenchimento no layout afeta a confian\u00e7a visual: o excesso de espa\u00e7o em branco nos dois pain\u00e9is principais cria uma est\u00e9tica pouco refinada.<\/blockquote>\n<\/div>\n<div class=\"output-excerpt pro\" style=\"min-width:0;padding:14px 15px;background:#ffffff\">\n<span class=\"excerpt-label pro-label\" style=\"display:block;margin-bottom:7px;color:#185abc;font-size:10px;font-weight:800;text-transform:uppercase;color:#7a5100\">Sa\u00edda do Actual Pro<\/span>\n<blockquote style=\"margin:0;color:#37404c;font-size:14px;line-height:1.55\">Tipografia inadequada do bot\u00e3o: o texto \u201cPagar agora\u201d dentro do bot\u00e3o verde \u00e9 desproporcionalmente pequeno e utiliza uma fonte preta e fina.<\/blockquote>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<section class=\"task-result-card task-part-verdict\" style=\"overflow:hidden;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff;margin:12px 0 24px\">\n<p class=\"evidence-read\" style=\"margin:0 18px;padding:12px 14px;border-left:4px solid #7b8592;background:#f4f6f8;color:#364153\"><strong>O que isso mostra:<\/strong> A Pro identificou mais problemas espec\u00edficos de design, incluindo a tipografia dos bot\u00f5es, a confian\u00e7a nos pre\u00e7os e o posicionamento dos sinais de confian\u00e7a em dispositivos m\u00f3veis. A auditoria do Flash foi precisa, mas menos espec\u00edfica.<\/p>\n<p class=\"task-read\" style=\"margin:12px 18px 18px;padding:13px 15px;border-left:4px solid #7a5100;background:#fff4d6;color:#39414d\"><strong>Veredicto editorial:<\/strong> O Pro leva a melhor por uma pequena margem, pois suas observa\u00e7\u00f5es oferecem ao designer solu\u00e7\u00f5es mais concretas a serem implementadas.<\/p>\n<\/section>\n<\/div>\n\n\n\n<div class=\"gemini-comparison\" style=\"color:#182033;font-family:Arial,Helvetica,sans-serif;font-size:16px;line-height:1.72\">\n<section class=\"task-result-card task-part-overview\" style=\"overflow:hidden;border:1px solid #dfe7f2;border-radius:8px;background:#ffffff;margin:0 0 12px\">\n<div class=\"task-card-head\" style=\"display:flex;flex-wrap:wrap;gap:12px;align-items:center;padding:16px 18px;border-bottom:1px solid #dfe7f2\">\n<span class=\"task-id\" style=\"color:#185abc;font-size:11px;font-weight:800;text-transform:uppercase\">Resultado da tarefa \/ T06<\/span>\n<h3>Reda\u00e7\u00e3o\/edi\u00e7\u00e3o para SEO<\/h3>\n<span class=\"winner-pill flash\" style=\"display:inline-block;padding:4px 9px;border-radius:999px;background:#fff4d6;color:#7a5100;font-size:12px;font-weight:800\">Vencedor: Gemini 3.6 Flash<\/span>\n<\/div>\n<div class=\"model-metrics\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(min(100%,340px),1fr));gap:1px;margin:18px;border:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"model-metric flash\" style=\"min-width:0;background:#ffffff\">\n<strong class=\"model-name\" style=\"display:block;padding:10px 12px;background:#edf4ff;color:#185abc;font-size:14px\">Gemini 3,6 Flash<\/strong>\n<dl class=\"metric-details\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(92px,1fr));gap:1px;margin:0;border-top:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Pontua\u00e7\u00e3o<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">4.39<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Transcorrido<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">19,9 s<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Custo<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">$0.0366<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Sa\u00edda<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">4.818 tokens<\/dd><\/div>\n<\/dl>\n<\/div>\n<div class=\"model-metric pro\" style=\"min-width:0;background:#ffffff\">\n<strong class=\"model-name model-name-pro\" style=\"display:block;padding:10px 12px;background:#edf4ff;color:#185abc;font-size:14px;background:#fff4d6;color:#7a5100\">Visualiza\u00e7\u00e3o do Gemini 3.1 Pro<\/strong>\n<dl class=\"metric-details\" style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(92px,1fr));gap:1px;margin:0;border-top:1px solid #dfe7f2;background:#dfe7f2\">\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Pontua\u00e7\u00e3o<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">4.11<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Transcorrido<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">34,9 s<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Custo<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">$0.0641<\/dd><\/div>\n<div class=\"metric-cell\" style=\"min-width:0;padding:9px 10px;background:#ffffff\"><dt class=\"metric-label\" style=\"color:#5c667a;font-size:10px;font-weight:800;text-transform:uppercase\">Sa\u00edda<\/dt><dd class=\"metric-value\" style=\"margin:2px 0 0;font-size:15px;font-weight:700\">5.291 tokens<\/dd><\/div>\n<\/dl>\n<\/div>\n<\/div>\n<p class=\"task-setup\" style=\"margin:0 18px 16px;padding:12px 14px;border-left:4px solid #185abc;background:#edf4ff;color:#364153\"><strong>Configura\u00e7\u00e3o da tarefa:<\/strong> Cada modelo precisava reescrever uma se\u00e7\u00e3o de compara\u00e7\u00e3o do GLBGPT apenas em HTML, preservar exatamente as alega\u00e7\u00f5es comerciais protegidas, incluir a URL exata da chamada \u00e0 a\u00e7\u00e3o (CTA) e manter o texto entre 180 e 260 palavras.<\/p>\n<\/section>\n<\/div>\n\n\n\n<h2 id=\"final-verdict\" class=\"wp-block-heading\">Gemini 3.6 Flash x Gemini 3.1 Pro: Veredicto final<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>O Gemini 3.6 Flash sai na frente nesta compara\u00e7\u00e3o, vencendo quatro das seis tarefas com o mesmo prompt.<\/strong> Seus melhores resultados vieram nas \u00e1reas de programa\u00e7\u00e3o, resumo de textos longos, racioc\u00ednio com dados e edi\u00e7\u00e3o de SEO. O Gemini 3.1 Pro Preview ainda produziu a melhor s\u00edntese de pesquisa e a auditoria de capturas de tela mais detalhada, demonstrando que o modelo Pro \u00e9 capaz de fornecer uma resposta mais refinada ou perspicaz quando a tarefa valoriza a profundidade.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">O Flash tamb\u00e9m se mostrou mais r\u00e1pido e mais barato nessa execu\u00e7\u00e3o controlada da API. Essa combina\u00e7\u00e3o fez com que ele apresentasse o melhor resultado geral neste caso, mas n\u00e3o o torna um substituto universal para o Pro: os resultados reais mostram que a qualidade do modelo ainda varia de acordo com a tarefa, mesmo quando o prompt permanece exatamente o mesmo.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Para sua pr\u00f3pria <strong>Gemini 3.6 Flash x Gemini 3.1 Pro<\/strong> Para comparar, passe o mesmo prompt real pelos dois modelos em <a href=\"https:\/\/www.glbgpt.com\/home?inviter=hub_popup&amp;login=1\">GLBGPT<\/a> e comparar o trabalho finalizado lado a lado.<\/p>\n\n\n\n<h2 id=\"faq\" class=\"wp-block-heading\">Perguntas frequentes sobre o Gemini 3.6 Flash vs Gemini 3.1 Pro<\/h2>\n\n\n\n<h3 id=\"when-was-gemini-36-flash-released\" class=\"wp-block-heading\">Quando foi lan\u00e7ada a vers\u00e3o 3.6 do Gemini Flash?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Google <a href=\"https:\/\/blog.google\/innovation-and-ai\/models-and-research\/gemini-models\/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber\/\">anunciou o Gemini 3.6 Flash em 21 de julho de 2026<\/a>. A p\u00e1gina oficial do modelo da API Gemini lista <code>gemini-3.6-flash<\/code> como um modelo est\u00e1vel.<\/p>\n\n\n\n<h3 id=\"is-gemini-31-pro-the-same-as-gemini-31-pro-preview\" class=\"wp-block-heading\">O Gemini 3.1 Pro \u00e9 o mesmo que o Gemini 3.1 Pro Preview?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Para obter informa\u00e7\u00f5es sobre pre\u00e7os e compara\u00e7\u00f5es t\u00e9cnicas da API, consulte o r\u00f3tulo oficial <code>gemini-3.1-pro-preview<\/code>. A publica\u00e7\u00e3o do Google sobre o lan\u00e7amento, de fevereiro de 2026, informa que o Gemini 3.1 Pro foi lan\u00e7ado em vers\u00e3o pr\u00e9via para validar as atualiza\u00e7\u00f5es antes da disponibilidade geral.<\/p>\n\n\n\n<h3 id=\"when-will-gemini-35-pro-or-gemini-36-pro-be-released\" class=\"wp-block-heading\">Quando o Gemini 3.5 Pro ou o Gemini 3.6 Pro ser\u00e3o lan\u00e7ados?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">At\u00e9 22 de julho de 2026, o Google divulgou um comunicado oficial sobre o Gemini 3.5 Pro, mas n\u00e3o anunciou uma data espec\u00edfica para o lan\u00e7amento. No <a href=\"https:\/\/blog.google\/innovation-and-ai\/models-and-research\/gemini-models\/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber\/\">Gemini 3.6 An\u00fancio de \u00faltima hora<\/a>, O Google afirma que o Gemini 3.5 Pro est\u00e1 atualmente em fase de testes com parceiros e que planeja disponibilizar o modelo amplamente \u201cassim que estiver pronto\u201d. N\u00e3o encontrei uma data oficial de lan\u00e7amento do Google nem um an\u00fancio oficial sobre o Gemini 3.6 Pro.<\/p>\n\n\n\n<h3 id=\"does-gemini-36-flash-replace-gemini-31-pro\" class=\"wp-block-heading\">A vers\u00e3o Gemini 3.6 Flash substitui a vers\u00e3o Gemini 3.1 Pro?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">N\u00e3o oficialmente. O Gemini 3.6 Flash \u00e9 um modelo est\u00e1vel do Flash voltado para velocidade, custo, codifica\u00e7\u00e3o, trabalho multimodal e execu\u00e7\u00e3o aut\u00f4noma. O Gemini 3.1 Pro Preview est\u00e1 voltado para racioc\u00ednios mais avan\u00e7ados e tarefas complexas. Os testes com o mesmo prompt apresentados neste artigo foram concebidos para mostrar onde est\u00e1 a lacuna pr\u00e1tica no momento.<\/p>\n\n\n\n<h3 id=\"can-public-benchmarks-decide-the-winner\" class=\"wp-block-heading\">Os benchmarks p\u00fablicos podem determinar o vencedor?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">N\u00e3o. Os benchmarks ajudam a definir expectativas, mas n\u00e3o substituem os testes controlados com o mesmo prompt. Este artigo distingue entre as alega\u00e7\u00f5es oficiais dos benchmarks, os dados de benchmarks de terceiros e nossos pr\u00f3prios resultados de testes no n\u00edvel das tarefas.<\/p>\n\n\n\n<h3 id=\"why-does-this-article-use-gemini-31-pro-preview-instead-of-just-gemini-31-pro\" class=\"wp-block-heading\">Quais IDs de modelo de API devo usar para essa compara\u00e7\u00e3o?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Utilize o gemini-3.6-flash e o gemini-3.1-pro-preview para esta compara\u00e7\u00e3o espec\u00edfica. O sufixo \u201cpreview\u201d identifica o endpoint Pro utilizado nos testes originais; a escolha de um modelo Flash mais recente resulta em uma compara\u00e7\u00e3o diferente.<\/p>\n\n\n\n<h3 id=\"is-gemini-36-flash-cheaper-than-gemini-31-pro-preview\" class=\"wp-block-heading\">O Gemini 3.6 Flash \u00e9 mais barato que o Gemini 3.1 Pro Preview?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Sim. At\u00e9 31 de dezembro de 2026, o Standard 3.6 Flash custa $0,75\/M de entrada e $3,75\/M de sa\u00edda. O Pro Preview tem pre\u00e7os a partir de $2\/M de entrada e $12\/M de sa\u00edda, com tarifas mais altas para mais de 200 mil tokens de prompt. As tarifas listadas para o Flash em 2027 s\u00e3o de $1,50\/M e $7,50\/M.<\/p>\n\n\n\n<h3 id=\"do-both-models-support-a-1m-token-context-window\" class=\"wp-block-heading\">Os dois modelos suportam uma janela de contexto de 1 milh\u00e3o de tokens?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">As p\u00e1ginas oficiais do modelo da API Gemini listam 1.048.576 tokens de entrada para ambos <code>gemini-3.6-flash<\/code> e <code>gemini-3.1-pro-preview<\/code>. Na pr\u00e1tica, o teste de contexto longo ainda \u00e9 importante, pois uma janela ampla n\u00e3o garante uma recupera\u00e7\u00e3o perfeita.<\/p>\n\n\n\n<h3 id=\"should-the-article-include-official-screenshots\" class=\"wp-block-heading\">Como devo usar as capturas de tela dos benchmarks?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Use as capturas de tela de julho de 2026 como evid\u00eancia datada dessa compara\u00e7\u00e3o. Para uma compra hoje, use as p\u00e1ginas atuais do modelo e dos pre\u00e7os e, em seguida, execute seu pr\u00f3prio teste representativo; uma captura de benchmark mais antiga n\u00e3o pode avaliar uma vers\u00e3o mais recente do Flash.<\/p>\n\n\n\n<h3 id=\"what-tasks-were-included-in-the-same-prompt-test\" class=\"wp-block-heading\">Quais tarefas foram inclu\u00eddas no teste com o mesmo prompt?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A execu\u00e7\u00e3o da API incluiu seis tarefas: s\u00edntese de pesquisa, corre\u00e7\u00e3o de erros de codifica\u00e7\u00e3o, resumo de contexto extenso, racioc\u00ednio com dados, an\u00e1lise de capturas de tela e reda\u00e7\u00e3o\/edi\u00e7\u00e3o para SEO. Cada execu\u00e7\u00e3o registrou a lat\u00eancia, os tokens de entrada, os tokens de sa\u00edda, o custo estimado e uma observa\u00e7\u00e3o do avaliador.<\/p>\n\n\n\n<h3 id=\"can-this-article-say-gemini-36-flash-is-better-than-gemini-31-pro\" class=\"wp-block-heading\">O Gemini 3.6 Flash \u00e9 melhor para todas as tarefas?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">N\u00e3o. O Flash venceu quatro das seis tarefas nesse teste espec\u00edfico da API realizado em julho, enquanto o Pro se destacou na s\u00edntese de pesquisas e na an\u00e1lise de capturas de tela. Escolha com base na resposta final, na lat\u00eancia e no custo da sua carga de trabalho, em vez de considerar um \u00fanico conjunto de testes como um ranking universal.<\/p>\n\n\n\n<h3 id=\"where-were-the-same-prompt-tests-run\" class=\"wp-block-heading\">Onde foram realizados os testes com o mesmo est\u00edmulo?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Os testes foram executados por meio da mesma rota da API, utilizando os IDs exatos dos modelos <code>gemini-3.6-flash<\/code> e <code>gemini-3.1-pro-preview<\/code>. Este n\u00e3o \u00e9 um teste de interface do usu\u00e1rio do GLBGPT, e o tempo local deve ser interpretado como o tempo total da solicita\u00e7\u00e3o, e n\u00e3o como a lat\u00eancia do lado do provedor.<\/p>\n\n\n\n<h3 id=\"why-did-gemini-36-flash-win-overall-if-pro-won-some-quality-categories\" class=\"wp-block-heading\">Por que o Gemini 3.6 Flash foi o vencedor geral, se o Pro venceu em algumas categorias de qualidade?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">O Flash venceu porque apresentou a resposta reutiliz\u00e1vel mais eficaz em um maior n\u00famero de tarefas. A s\u00edntese da pesquisa e a an\u00e1lise de capturas de tela do Pro foram melhores, mas as vit\u00f3rias do Flash abrangeram programa\u00e7\u00e3o, resumo de textos longos, racioc\u00ednio com dados e edi\u00e7\u00e3o de SEO.<\/p>\n\n\n\n<h3 id=\"why-mention-glbgpt-in-the-comparison\" class=\"wp-block-heading\">Posso comparar os modelos Gemini com os GlobalGPT?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Sim. Abra o espa\u00e7o de trabalho do modelo GlobalGPT e utilize o mesmo prompt e as mesmas entradas em todos os modelos Gemini dispon\u00edveis. Verifique o nome exato do modelo antes de comparar os resultados: o Gemini 3.8 Flash \u00e9 mais recente do que a vers\u00e3o 3.6 Flash utilizada nesses testes.<\/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\": \"When was Gemini 3.6 Flash released?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Google announced Gemini 3.6 Flash on July 21, 2026 . The official Gemini API model page lists gemini-3.6-flash as a stable model.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Is Gemini 3.1 Pro the same as Gemini 3.1 Pro Preview?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"For API pricing and technical comparison, use the official label gemini-3.1-pro-preview . Google\\u2019s February 2026 launch post says Gemini 3.1 Pro was released in preview to validate updates before general availability.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"When will Gemini 3.5 Pro or Gemini 3.6 Pro be released?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"As of July 22, 2026, Google has made an official statement about Gemini 3.5 Pro, but not a dated launch promise. In the Gemini 3.6 Flash announcement , Google says Gemini 3.5 Pro is currently testing with partners and that it plans to make the model broadly available \\u201cas soon as it\\u2019s ready.\\u201d I did not find an official Google release date or official announcement for Gemini 3.6 Pro.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Does Gemini 3.6 Flash replace Gemini 3.1 Pro?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Not officially. Gemini 3.6 Flash is a stable Flash model focused on speed, cost, coding, multimodal work, and agentic execution. Gemini 3.1 Pro Preview is positioned around more advanced reasoning and complex tasks. The same-prompt tests in this article are designed to show where the practical gap is now.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Can public benchmarks decide the winner?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"No. Benchmarks help set expectations, but they do not replace controlled same-prompt testing. This article separates official benchmark claims, third-party benchmark data, and our own task-level test results.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Which API model IDs should I use for this comparison?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Use gemini-3.6-flash and gemini-3.1-pro-preview for this specific comparison. The preview suffix identifies the Pro endpoint used in the original tests; choosing a newer Flash model produces a different comparison.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Is Gemini 3.6 Flash cheaper than Gemini 3.1 Pro Preview?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Yes. Through December 31, 2026, Standard 3.6 Flash costs $0.75\\\/M input and $3.75\\\/M output. Pro Preview starts at $2\\\/M input and $12\\\/M output, with higher rates above 200K prompt tokens. Flash\\u2019s listed 2027 rates are $1.50\\\/M and $7.50\\\/M.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Do both models support a 1M-token context window?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"The official Gemini API model pages list 1,048,576 input tokens for both gemini-3.6-flash and gemini-3.1-pro-preview . In practice, the long-context test still matters because a large window does not guarantee perfect recall.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"How should I use the benchmark screenshots?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Use the July 2026 screenshots as dated evidence of that comparison. For a purchase today, use the current model and pricing pages, then run your own representative prompt; an older benchmark capture cannot measure a newer Flash release.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"What tasks were included in the same-prompt test?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"The API run included six tasks: research synthesis, coding bug fix, long-context summary, data reasoning, screenshot analysis, and SEO writing\\\/editing. Each run recorded latency, input tokens, output tokens, estimated cost, and a judge note.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Is Gemini 3.6 Flash better for every task?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"No. Flash won four of six tasks in this specific July API test, while Pro won research synthesis and screenshot analysis. Choose based on the finished answer, latency and cost of your workload rather than treating one test set as a universal ranking.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Where were the same-prompt tests run?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"The tests were run through the same API route using the exact model IDs gemini-3.6-flash and gemini-3.1-pro-preview . This is not a GLBGPT UI test, and the local timing should be read as end-to-end request time rather than provider-side latency.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Why did Gemini 3.6 Flash win overall if Pro won some quality categories?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Flash won because it produced the stronger reusable answer in more tasks. Pro\\u2019s research synthesis and screenshot analysis were stronger, but Flash\\u2019s wins covered coding, long-context summary, data reasoning, and SEO editing.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Can I compare Gemini models on GlobalGPT?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Yes. Open the GlobalGPT model workspace and use the same prompt and inputs across the available Gemini models. Check the exact model label before comparing outputs: Gemini 3.8 Flash is newer than the 3.6 Flash version used in these tests.\"\n            }\n        }\n    ]\n}<\/script>","protected":false},"excerpt":{"rendered":"<p>Choose Gemini 3.6 Flash for lower-cost routine work: it won four of the six July same-prompt tasks below, while Gemini 3.1 Pro won research synthesis and screenshot analysis. Flash\u2019s current Standard API rates are $0.75\/M input and $3.75\/M output through December 31, 2026; 3.8 Flash is now the newer Flash model, so these 3.6 results [&hellip;]<\/p>","protected":false},"author":13,"featured_media":16793,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"","_seopress_titles_title":"Gemini 3.6 Flash vs Gemini 3.1 Pro: Price, Benchmark, and 6 Same Prompt Tests","_seopress_titles_desc":"Gemini 3.6 Flash vs Gemini 3.1 Pro\u2014which model wins? See official specs, API pricing, benchmarks, and real outputs from six controlled tests.","_seopress_robots_index":"","footnotes":""},"categories":[7],"tags":[],"class_list":["post-16741","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-chat"],"acf":[],"_links":{"self":[{"href":"https:\/\/wp.glbgpt.com\/pt-br\/wp-json\/wp\/v2\/posts\/16741","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\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.glbgpt.com\/pt-br\/wp-json\/wp\/v2\/comments?post=16741"}],"version-history":[{"count":10,"href":"https:\/\/wp.glbgpt.com\/pt-br\/wp-json\/wp\/v2\/posts\/16741\/revisions"}],"predecessor-version":[{"id":20801,"href":"https:\/\/wp.glbgpt.com\/pt-br\/wp-json\/wp\/v2\/posts\/16741\/revisions\/20801"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wp.glbgpt.com\/pt-br\/wp-json\/wp\/v2\/media\/16793"}],"wp:attachment":[{"href":"https:\/\/wp.glbgpt.com\/pt-br\/wp-json\/wp\/v2\/media?parent=16741"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.glbgpt.com\/pt-br\/wp-json\/wp\/v2\/categories?post=16741"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.glbgpt.com\/pt-br\/wp-json\/wp\/v2\/tags?post=16741"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}