{"id":1549,"date":"2025-10-28T00:40:46","date_gmt":"2025-10-28T00:40:46","guid":{"rendered":"https:\/\/aicloud.mygptmeta.com\/archives\/1549"},"modified":"2025-10-28T00:40:46","modified_gmt":"2025-10-28T00:40:46","slug":"minimax-m2%ef%bc%9a%e5%9b%bd%e4%ba%a7%e5%bc%80%e6%ba%90%e6%a8%a1%e5%9e%8b%e6%9d%80%e7%96%af%e4%ba%86%ef%bc%818%e7%9a%84%e4%bb%b7%e6%a0%bc%ef%bc%8c%e6%89%93%e5%87%baclaude%e7%ba%a7%e6%80%a7%e8%83%bd","status":"publish","type":"post","link":"https:\/\/aicloud.mygptmeta.com\/pt\/archives\/1549","title":{"rendered":"MiniMax M2: O modelo nacional de c\u00f3digo aberto mata como um louco! 8% pre\u00e7o, desempenho ao n\u00edvel do Claude!"},"content":{"rendered":"<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>O \"Tri\u00e2ngulo Imposs\u00edvel\" foi desfeito.<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p>No fim de semana passado, a comunidade de IA explodiu - a MiniMax lan\u00e7ou discretamente uma nova gera\u00e7\u00e3o de grandes modelos de c\u00f3digo aberto <strong>MiniMax M2<\/strong>N\u00e3o s\u00f3 entrou no top 5 mundial em termos de desempenho, como tamb\u00e9m baixou o pre\u00e7o para os 4,5 euros da Claude. <strong>8%<\/strong>al\u00e9m disso<strong>Totalmente de c\u00f3digo aberto e gratuito por um per\u00edodo limitado<\/strong>!<\/p>\n\n\n\n<p>O que \u00e9 ainda mais exagerado \u00e9 o facto de se estender a v\u00e1rias dimens\u00f5es da programa\u00e7\u00e3o, fluxos de trabalho de agentes, pesquisa profunda, tarefas multimodais, etc., e o desempenho no mundo real at\u00e9<strong>Fresagem de alguns modelos de fluxo superior de fonte fechada<\/strong>Hoje, vamos desmontar o MiniMax M2, a \"luz da China\". Hoje, vamos desmontar profundamente esta \"luz da China\" - MiniMax M2, no final, o que \u00e9 forte? Como \u00e9 que o cidad\u00e3o comum a deve utilizar?<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/Artificial-Analysis-Agentic-Index-27-Oct-25--scaled.png\" alt=\"\" class=\"wp-image-2480\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-m2-\u662f\u4ec0\u4e48-\u53c2\u6570-\u67b6\u6784-\u5b9a\u4f4d\u5168\u89e3\u6790\">O que \u00e9 o \ud83d\udd25 M2? Par\u00e2metros, arquitetura, posicionamento<\/h2>\n\n\n\n<p>O MiniMax M2 \u00e9 a pr\u00f3xima gera\u00e7\u00e3o do MiniMax.<strong>modelo de pensamento h\u00edbrido<\/strong>(Mistura de Pensamentos), um elemento b\u00e1sico da <strong>Codifica\u00e7\u00e3o + fluxos de trabalho ag\u00eanticos<\/strong>(Fluxo de trabalho do organismo inteligente) Cen\u00e1rio.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>N\u00famero total de participantes<\/strong>: 230B<\/li>\n\n\n\n<li><strong>N\u00famero de par\u00e2metros de ativa\u00e7\u00e3o<\/strong>Apenas 10B (racioc\u00ednio eficaz, rela\u00e7\u00e3o qualidade\/pre\u00e7o)<\/li>\n\n\n\n<li><strong>estatuto de fonte aberta<\/strong>: C\u00f3digo aberto completo em Hugging Face<\/li>\n\n\n\n<li><strong>estrat\u00e9gia gratuita<\/strong>API e plataformas de agentes<strong>Gratuito at\u00e9 7 de novembro<\/strong>O pr\u00f3prio diretor-geral prometeu: \"At\u00e9 os servidores n\u00e3o aguentarem\".<\/li>\n\n\n\n<li><strong>rapidez de racioc\u00ednio<\/strong>TPS sobre <strong>100 tokens\/segundo<\/strong>O modelo \u00e9 muito melhor do que o DeepSeek e outros modelos nacionais semelhantes.<\/li>\n\n\n\n<li><strong>pre\u00e7os<\/strong>: Entrada $2,1\/milh\u00e3o de fichas, sa\u00edda $8,4\/milh\u00e3o de fichas -- menos de 1\/12 do Claude!<\/li>\n<\/ul>\n\n\n\n<p>O resultado final \u00e9 que M2 <strong>N\u00e3o s\u00e3o \"modelos de brinquedo\".<\/strong>Em vez disso, s\u00e3o \"polivalentes\", capazes de efetuar o desenvolvimento full-stack, investiga\u00e7\u00e3o financeira aprofundada, renderiza\u00e7\u00e3o 3D e visitas multimodais.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/Bench-scaled.png\" alt=\"\" class=\"wp-image-2481\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Compet\u00eancia essencial da M2: n\u00e3o \u00e9 apenas escrever c\u00f3digo, mas o \"c\u00e9rebro de um corpo inteligente\"<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1\ufe0f\u20e3 <strong>Compet\u00eancias de programa\u00e7\u00e3o: solidamente no n\u00edvel superior a n\u00edvel mundial<\/strong><\/h3>\n\n\n\n<p>Na lista definitiva <strong>SWE-bench Verificado<\/strong> Ligado, pontua\u00e7\u00e3o M2 <strong>69.4<\/strong>Ap\u00f3s GPT-5 e Claude 4.5.<strong>n\u00famero um na China<\/strong>!<\/p>\n\n\n\n<p>Caso do mundo real:<\/p>\n\n\n\n<p><strong>Gera\u00e7\u00e3o de cart\u00f5es de conhecimento<\/strong>O Claude 4.5 simplesmente \"n\u00e3o abre\": com uma hiperliga\u00e7\u00e3o para o Zhihu, o M2 n\u00e3o s\u00f3 resume o conte\u00fado, como tamb\u00e9m concebe uma p\u00e1gina de entrada bonita e reactiva.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/b08efc6edd08232e5b66ff5d5ab18a66.png\" alt=\"\" class=\"wp-image-2482\"\/><\/figure>\n\n\n\n<p><strong>Gal\u00e1xia de part\u00edculas 3D<\/strong>:: Uma frase. <code>Crie uma gal\u00e1xia de part\u00edculas em 3D com nebulosas rodopiantes...<\/code>O M2 consegue reproduzir nebulosas din\u00e2micas, enquanto o Claude apenas produz um floco de neve.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/83508230c3b6e8c876027643dc793e4f.png\" alt=\"\" class=\"wp-image-2484\"\/><\/figure>\n\n\n\n<p><strong>S\u00edtio Web Full Stack Merit Box<\/strong>O utilizador s\u00f3 precisa de dizer \"clicar +1 m\u00e9rito, guardar na base de dados, com backend de administrador\", M2 produz automaticamente o front-end e back-end completos + base de dados + interface de administra\u00e7\u00e3o.<strong>Nem uma \u00fanica linha de c\u00f3digo para escrever<\/strong>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/e970b8e6b03ec6700447d39de0df554b.png\" alt=\"\" class=\"wp-image-2490\"\/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Num teste ao vivo de um jogo de mem\u00f3ria de cores, o autor n\u00e3o conseguia parar de jogar: \"Passei diretamente para o n\u00edvel 7!<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">2\ufe0f\u20e3 <strong>Capacidade de a\u00e7\u00e3o: um verdadeiro \"mestre de obras\"<\/strong><\/h3>\n\n\n\n<p>O M2 n\u00e3o se limita a responder a perguntas, pode<strong>Invocar proactivamente ferramentas, planear etapas, implementar o encerramento do ciclo<\/strong>.<\/p>\n\n\n\n<p><strong>Programa or\u00e7amental de renova\u00e7\u00e3o<\/strong>: Carregar uma planta de casa de 90 p\u00e9s quadrados de Pequim, M2 gerada automaticamente <strong>Mesa de or\u00e7amento simples de estilo moderno no valor de 150.000<\/strong>(com \u00e1reas, materiais, pre\u00e7os unit\u00e1rios, notas), tamb\u00e9m com <strong>Esbo\u00e7o de layout<\/strong>!<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-34.png\" alt=\"\" class=\"wp-image-2489\"\/><\/figure>\n\n\n\n<p><strong>Revis\u00e3o da literatura financeira<\/strong>Comando Fuzzy \"Quero escrever uma an\u00e1lise das flutua\u00e7\u00f5es do pre\u00e7o do ouro\", pesquisa autom\u00e1tica M2 <strong>Mais de 100 obras de literatura autorizada<\/strong>(com os relat\u00f3rios Chicago Fed, JEB, JPMorgan Chase) com fontes de cita\u00e7\u00e3o aut\u00eanticas -<strong>Adeus ao \"papel de ilus\u00e3o\".<\/strong>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-33.png\" alt=\"\" class=\"wp-image-2488\"\/><\/figure>\n\n\n\n<p><strong>Muro dos desejos an\u00f3nimo<\/strong>: gera aplica\u00e7\u00f5es Web completas numa \u00fanica frase, liga-se automaticamente \u00e0 Supabase, implementa o front-end e suporta a intera\u00e7\u00e3o em tempo real.<strong>pronto a usar<\/strong>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-32.png\" alt=\"\" class=\"wp-image-2486\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udee0\ufe0f Como utilizar o M2? Guia pr\u00e1tico do Zero Threshold<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Portal de experi\u00eancias gratuito (apoio nacional\/estrangeiro):<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Agente MiniMax (n\u00e3o \u00e9 necess\u00e1rio c\u00f3digo)<\/strong><br>Vers\u00e3o nacional:<a href=\"https:\/\/matrix-pre.xaminim.com\/\">https:\/\/matrix-pre.xaminim.com\/<\/a><br>Edi\u00e7\u00e3o no estrangeiro:<a href=\"https:\/\/agent.minimax.io\/\">https:\/\/agent.minimax.io\/<\/a><\/li>\n\n\n\n<li><strong>Chamadas de API (para programadores)<\/strong><br>Plataforma aberta:<a href=\"https:\/\/platform.minimaxi.com\">https:\/\/platform.minimaxi.com<\/a><br>Transfer\u00eancia de modelos (Cara de abra\u00e7o):<a href=\"https:\/\/huggingface.co\/MiniMaxAI\/MiniMax-M2\">https:\/\/huggingface.co\/MiniMaxAI\/MiniMax-M2<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Acesso aos principais IDE, como o Claude Code:<\/h3>\n\n\n\n<p>Basta adicionar o <code>~\/.claude\/settings.json<\/code> Configurar a chave da API MiniMax e o nome do modelo no ficheiro <code>MiniMax-M2<\/code>Seguem-se algumas das funcionalidades mais importantes que pode utilizar no Cursor, no Claude Code e noutras ferramentas.<strong>Experimente a suavidade sedosa como um modelo nativo<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Autoemprego (adequado para empresas\/investigadores):<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Recomendado <strong>vLLM ou SGLang<\/strong><\/li>\n\n\n\n<li>Requisitos de mem\u00f3ria: &gt;220GB (suporta 400.000~3.000.000 contextos de token)<\/li>\n\n\n\n<li>cortesia<strong>Documenta\u00e7\u00e3o de implanta\u00e7\u00e3o em chin\u00eas<\/strong>A equipa de trabalho, de m\u00e3os dadas, est\u00e1 a fazer tudo isto.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Porque \u00e9 que M2 quebrou o \"tri\u00e2ngulo imposs\u00edvel\"?<\/h2>\n\n\n\n<p>No dom\u00ednio dos grandes modelos, sempre existiu um \"tri\u00e2ngulo imposs\u00edvel\":<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>alto desempenho<\/strong>(INTELIG\u00caNCIA)<\/li>\n\n\n\n<li><strong>pre\u00e7os baixos<\/strong><\/li>\n\n\n\n<li><strong>alta velocidade<\/strong><\/li>\n<\/ul>\n\n\n\n<p>No passado, s\u00f3 era poss\u00edvel escolher dois dos tr\u00eas. Mas o M2 levou os tr\u00eas por si s\u00f3:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>dimens\u00e3o (matem\u00e1tica)<\/th><th>Desempenho M2<\/th><\/tr><\/thead><tbody><tr><td>n\u00edvel de intelig\u00eancia<\/td><td>5\u00ba a n\u00edvel mundial, 1\u00ba de fonte aberta (An\u00e1lise Artificial)<\/td><\/tr><tr><td>pre\u00e7os<\/td><td>O Claude \u00e9 8%, um dos mais baixos da China.<\/td><\/tr><tr><td>tempo<\/td><td>Mais de 100 TPS, muito mais do que o DeepSeek, GLM<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>Resumo de uma frase M2<\/strong>::<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\"Um modelo compacto, r\u00e1pido e com uma excelente rela\u00e7\u00e3o custo-benef\u00edcio criado para Codifica\u00e7\u00e3o e Agente.\"<\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-31.png\" alt=\"\" class=\"wp-image-2483\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Escrever ao fim do dia.<\/h2>\n\n\n\n<p>O MiniMax M2 n\u00e3o \u00e9 apenas um avan\u00e7o tecnol\u00f3gico, \u00e9 um<strong>A revolu\u00e7\u00e3o da IA inclusiva<\/strong>.<\/p>\n\n\n\n<p>Anteriormente, a IA de topo era um \"supercarro\" - um ve\u00edculo de alto desempenho que as pessoas comuns n\u00e3o podiam pagar ou n\u00e3o queriam conduzir.<br>Agora, o M2 \u00e9 um \"carro inteligente totalmente aut\u00f3nomo\" - diz-se para onde se vai e ele leva-nos at\u00e9 l\u00e1.<strong>Al\u00e9m disso, \u00e9 eficiente em termos de combust\u00edvel, \u00e9 gratuito e n\u00e3o tem tr\u00e2nsito<\/strong>.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>A janela gratuita \u00e9 limitada, por isso apresse-se antes que os servidores \"n\u00e3o aguentem\"!<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p>\ud83d\udd17 Experi\u00eancia Endere\u00e7o:<br>\ud83d\udc49 <a href=\"https:\/\/agent.minimaxi.com\">https:\/\/agent.minimaxi.com<\/a><br>\ud83d\udc49 <a href=\"https:\/\/platform.minimaxi.com\">https:\/\/platform.minimaxi.com<\/a><\/p>\n\n\n\n<table style=\"width: 100%;border-collapse: collapse;border: 1px solid #ddd\">\n<thead>\n<tr style=\"height: 48px;background-color: #f5f5f5\">\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\n<h4 style=\"margin: 0\">Para mais produtos, consultar<\/h4>\n<\/th>\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\n<h4 style=\"margin: 0\">Ver mais em<\/h4>\n<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr style=\"height: 63px\">\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/\" data-linktype=\"2\">ShirtAI - Intelig\u00eancia penetrante<\/a><\/td>\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/archives\/4425\" data-linktype=\"2\">O Grande Modelo do AIGC: inaugurando uma era de dupla revolu\u00e7\u00e3o na engenharia e na ci\u00eancia - Penetrating Intelligence<\/a><\/td>\n<\/tr>\n<tr style=\"height: 61px\">\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/\" data-linktype=\"2\">1:1 Restaura\u00e7\u00e3o de Claude e GPT Site oficial - AI Cloud Native<\/a><\/td>\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bluelsqkj.com\/archives\/2876\" data-linktype=\"2\">Aplica\u00e7\u00e3o de jogos em direto Leitor de visualiza\u00e7\u00e3o de desporto HD global (recomendado) - Blueshirt Technology<\/a><\/td>\n<\/tr>\n<tr style=\"height: 54px\">\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/api.mygptmeta.com\/\" data-linktype=\"2\">Servi\u00e7o de tr\u00e2nsito baseado na API oficial - API GPTMeta<\/a><\/td>\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.zhihu.com\/question\/621055223\/answer\/3633615705\" data-linktype=\"2\">Ajuda, algu\u00e9m pode dar algumas dicas sobre como fazer perguntas no GPT? - Conhecimento<\/a><\/td>\n<\/tr>\n<tr style=\"height: 70px\">\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/shop.blueshirtmap.com\/\" data-linktype=\"2\">Loja digital de bens virtuais globais - Global SmarTone (Feng Ling Ge)<\/a><\/td>\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bilibili.com\/video\/BV1efpneYE54\/?spm_id_from=333.1387.homepage.video_card.click\" data-linktype=\"2\">Qu\u00e3o poderosa \u00e9 a funcionalidade Claude airtfacts que o GPT instantaneamente n\u00e3o cheira bem? -BeepBeep<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>","protected":false},"excerpt":{"rendered":"<p>A MiniMax lan\u00e7ou uma nova gera\u00e7\u00e3o de um grande modelo de c\u00f3digo aberto M2, com um desempenho entre os 5 melhores do mundo e um pre\u00e7o de apenas 8% do Claude 4.5. O modelo tem um par\u00e2metro total de 230B, um par\u00e2metro de ativa\u00e7\u00e3o de apenas 10B e uma velocidade de infer\u00eancia de mais de 100 tokens\/segundo. Tem um excelente desempenho em programa\u00e7\u00e3o, fluxo de trabalho de agentes e tarefas multimodais, quebrando o \"tri\u00e2ngulo imposs\u00edvel\" de alto desempenho, baixo pre\u00e7o e alta velocidade no dom\u00ednio da IA.<\/p>","protected":false},"author":1,"featured_media":1548,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[47],"tags":[33,24,112],"class_list":["post-1549","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-opensource","tag-ai-programming","tag-open-source-models","tag-agent-applications"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v25.2) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>MiniMax M2\uff1a\u56fd\u4ea7\u5f00\u6e90\u6a21\u578b\u6740\u75af\u4e86\uff018%\u7684\u4ef7\u683c\uff0c\u6253\u51faClaude\u7ea7\u6027\u80fd - AI\u4e91\u539f\u751f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/aicloud.mygptmeta.com\/pt\/archives\/1549\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MiniMax M2\uff1a\u56fd\u4ea7\u5f00\u6e90\u6a21\u578b\u6740\u75af\u4e86\uff018%\u7684\u4ef7\u683c\uff0c\u6253\u51faClaude\u7ea7\u6027\u80fd\" \/>\n<meta property=\"og:description\" content=\"MiniMax\u53d1\u5e03\u65b0\u4e00\u4ee3\u5f00\u6e90\u5927\u6a21\u578bM2\uff0c\u6027\u80fd\u8dfb\u8eab\u5168\u7403\u524d\u4e94\uff0c\u4ef7\u683c\u4ec5\u4e3aClaude 4.5\u76848%\u3002\u8be5\u6a21\u578b\u603b\u53c2\u6570230B\uff0c\u6fc0\u6d3b\u53c2\u6570\u4ec510B\uff0c\u63a8\u7406\u901f\u5ea6\u8d85100 tokens\/\u79d2\u3002\u5728\u7f16\u7a0b\u3001Agent\u5de5\u4f5c\u6d41\u548c\u591a\u6a21\u6001\u4efb\u52a1\u4e0a\u8868\u73b0\u4f18\u5f02\uff0c\u6253\u7834\u4e86AI\u9886\u57df\u9ad8\u6027\u80fd\u3001\u4f4e\u4ef7\u683c\u3001\u9ad8\u901f\u5ea6\u7684&quot;\u4e0d\u53ef\u80fd\u4e09\u89d2&quot;\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/aicloud.mygptmeta.com\/pt\/archives\/1549\/\" \/>\n<meta property=\"og:site_name\" content=\"AI\u4e91\u539f\u751f\" \/>\n<meta property=\"article:published_time\" content=\"2025-10-28T00:40:46+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/aicloud.mygptmeta.com\/wp-content\/uploads\/2025\/10\/wechat_2025-10-28_082436_652.png\" \/>\n\t<meta property=\"og:image:width\" content=\"889\" \/>\n\t<meta property=\"og:image:height\" content=\"450\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tempo estimado de leitura\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/aicloud.mygptmeta.com\/archives\/1549#article\",\"isPartOf\":{\"@id\":\"https:\/\/aicloud.mygptmeta.com\/archives\/1549\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\/\/aicloud.mygptmeta.com\/#\/schema\/person\/581e84c756e12026dca4a9a22c2097c7\"},\"headline\":\"MiniMax M2\uff1a\u56fd\u4ea7\u5f00\u6e90\u6a21\u578b\u6740\u75af\u4e86\uff018%\u7684\u4ef7\u683c\uff0c\u6253\u51faClaude\u7ea7\u6027\u80fd\",\"datePublished\":\"2025-10-28T00:40:46+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/aicloud.mygptmeta.com\/archives\/1549\"},\"wordCount\":128,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/aicloud.mygptmeta.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/aicloud.mygptmeta.com\/archives\/1549#primaryimage\"},\"thumbnailUrl\":\"https:\/\/aicloud.mygptmeta.com\/wp-content\/uploads\/2025\/10\/wechat_2025-10-28_082436_652.png\",\"keywords\":[\"AI\u7f16\u7a0b\",\"\u5f00\u6e90\u6a21\u578b\",\"\u667a\u80fd\u4f53\u5e94\u7528\"],\"articleSection\":[\"\u5f00\u6e90\u9879\u76ee\"],\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/aicloud.mygptmeta.com\/archives\/1549#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/aicloud.mygptmeta.com\/archives\/1549\",\"url\":\"https:\/\/aicloud.mygptmeta.com\/archives\/1549\",\"name\":\"MiniMax M2\uff1a\u56fd\u4ea7\u5f00\u6e90\u6a21\u578b\u6740\u75af\u4e86\uff018%\u7684\u4ef7\u683c\uff0c\u6253\u51faClaude\u7ea7\u6027\u80fd - 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