{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-09-21T06:01:04.557Z","headline":"Google 发布 Gemini 3.8 Flash，推理更努力但 token 用量可能更高","description":"Google 发布 Gemini 3.8 Flash，称其比 3.7 Flash 在复杂任务上执行更多推理步骤并迭代调用工具，定价维持每百万输入 token $0.75、输出 $3.75，但警告模型可能消耗更多 token 导致实际成本上升。","url":"https://www.aioga.com/news/cmtkjxgys03wrrolldf33djnh/","mainEntityOfPage":"https://www.aioga.com/news/cmtkjxgys03wrrolldf33djnh/","datePublished":"2026-09-02T20:11:40.000Z","dateModified":"2026-09-02T20:11:40.000Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://www.theverge.com/ai-artificial-intelligence/988742/google-gemini-3-8-flash","https://aihot.virxact.com/items/cmtkjxgys03wrrolldf33djnh"],"canonicalUrl":"https://www.aioga.com/news/cmtkjxgys03wrrolldf33djnh/","directAnswer":{"@type":"Answer","text":"Google 发布 Gemini 3.8 Flash，称其在复杂任务中执行更多推理步骤并迭代调用工具。输入定价为每百万 token 0.75 美元、输出定价为每百万 token 3.75 美元，但模型可能消耗更多 token。","url":"https://www.aioga.com/news/cmtkjxgys03wrrolldf33djnh/","dateCreated":"2026-09-02T20:11:40.000Z","author":{"@type":"Organization","@id":"https://www.aioga.com/authors/aioga-editorial/#editorial-team","name":"Aioga Editorial Team","url":"https://www.aioga.com/authors/aioga-editorial/"}},"evidence":[{"@type":"CreativeWork","name":"The Verge source article","url":"https://www.theverge.com/ai-artificial-intelligence/988742/google-gemini-3-8-flash","datePublished":"2026-09-02T20:11:40.000Z","provider":{"@type":"Organization","name":"The Verge","url":"https://www.theverge.com/ai-artificial-intelligence/988742/google-gemini-3-8-flash"}},{"@type":"CreativeWork","name":"AIHot archive record","url":"https://aihot.virxact.com/items/cmtkjxgys03wrrolldf33djnh","datePublished":"2026-09-02T20:11:40.000Z","provider":{"@type":"Organization","name":"AIHot","url":"https://aihot.virxact.com/items/cmtkjxgys03wrrolldf33djnh"}}],"aggregationSource":"The Verge：AI（RSS）","originalPublisher":{"name":"The Verge","url":"https://www.theverge.com/ai-artificial-intelligence/988742/google-gemini-3-8-flash"},"geoDeepAnswer":null,"article":{"id":"cmtkjxgys03wrrolldf33djnh","slug":"cmtkjxgys03wrrolldf33djnh","url":"https://www.aioga.com/news/cmtkjxgys03wrrolldf33djnh/","title":"Google 发布 Gemini 3.8 Flash，推理更努力但 token 用量可能更高","title_en":"","summary":"Google 发布 Gemini 3.8 Flash，称其比 3.7 Flash 在复杂任务上执行更多推理步骤并迭代调用工具，定价维持每百万输入 token $0.75、输出 $3.75，但警告模型可能消耗更多 token 导致实际成本上升。","source":"The Verge：AI（RSS）","sourceUrl":"https://www.theverge.com/ai-artificial-intelligence/988742/google-gemini-3-8-flash","aiHotUrl":"https://aihot.virxact.com/items/cmtkjxgys03wrrolldf33djnh","publishedAt":"2026-09-02T20:11:40.000Z","category":"行业动态","score":58,"selected":false,"articleBody":["Google launched Gemini 3.8 Flash：https://blog.google/innovation-and-ai/models-and-research/gemini-models/3-8-flash-and-3-8-flash-cyber/, arriving just a few weeks after its predecessor：/tech/979735/gemini-spark-is-now-powered-by-googles-upgraded-flash-model. The company claims the new model “works harder” than Gemini 3.7 Flash by performing more reasoning steps on complex tasks and “calling tools iteratively.” It has the same introductory pricing as 3.7 Flash, $0.75 per million input tokens and $3.75 per million output tokens, but could still end up costing users more. Google warns that “the model might use more tokens to maximize performance, especially at higher effort levels.” Developers can keep using Gemini 3.7 Flash if they want to minimize token usage.","Gemini 3.8 Flash’s launch was followed by some early impressions online. Artificial Analysis：https://x.com/ArtificialAnlys/status/2095177422270607803?s=20 highlighted the model’s pricing, saying Gemini 3.8 Flash is “the cheapest we’ve measured at this level of intelligence. This is up ~40% from Gemini 3.7 Flash despite unchanged per-token pricing, driven by a 30% increase in output tokens per task and more turns on agentic evaluations.”","Aigora.ai CEO John Ennis：https://x.com/johnennis/status/2095182837112508749?s=20 compared Gemini 3.8 Flash to Anthropic’s models, saying it offers “Opus 5 coding quality but at a fraction of the cost and super fast,” adding, “This is going to be so awesome for things like making remotion videos.”","Google says Gemini 3.8 Flash offers “significant improvements” for software engineering and autonomous AI agents. It outperforms its predecessor and other frontier models on the DeepSWE v1.1 software engineering benchmark, including Anthropic’s Fable 5, which got an upgrade：/ai-artificial-intelligence/987830/anthropic-claude-fable-mythos-5-1 earlier this week that also promises stronger performance at a lower price, by cutting the price to use cached data.","Google’s new model also outperformed its competitors on the Vals Finance Agent V2 benchmark and Harvey’s Legal Agent benchmark. However, the new model also “ships with safeguards against misuse in the domains of Chemical, Biological, Radiological, and Nuclear (CBRN) and cyber offense.”","Google also released Gemini 3.8 Flash Cyber alongside its new Fairwind Program：https://blog.google/innovation-and-ai/technology/safety-security/fairwind-program/, which is limited to governments and “trusted partners.” The program, whose 650 members include CrowdStrike and the Center for Internet Security, offers access to 3.8 Flash Cyber and Google’s CodeMender agent, which Google says can help “autonomously find and fix vulnerabilities, protecting critical infrastructure, public services, and national security.” Gemini 3.8 Flash is available now for consumers with a Google AI Pro or Ultra subscription, as well as developers and enterprise users."],"articleImages":[{"sourceUrl":"https://platform.theverge.com/wp-content/uploads/sites/2/2025/10/STEVIE_BONIFIELD_BLURPLE.jpg?quality=90&strip=all&crop=0%2C0%2C100%2C100&w=2400","alt":"Stevie Bonifield","afterParagraph":5,"url":"/media/articles/cmtkjxgys03wrrolldf33djnh/8e38a1ec68aeab24.webp"}],"mediaStatus":"ok","articleBodyZh":["谷歌推出了 Gemini 3.8 Flash：https://blog.google/innovation-and-ai/models-and-research/gemini-models/3-8-flash-and-3-8-flash-cyber/，距离其前身上市仅几周时间：/tech/979735/gemini-spark-is-now-powered-by-googles-upgraded-flash-model。公司声称，新模型比 Gemini 3.7 Flash“工作更努力”，在复杂任务上执行更多推理步骤并“迭代调用工具”。其入门定价与 3.7 Flash 相同，每百万输入令牌 $0.75，每百万输出令牌 $3.75，但仍可能让用户支付更多费用。谷歌警告称，“该模型可能会使用更多令牌以最大化性能，尤其是在更高努力级别。”如果开发者想减少令牌使用量，可以继续使用 Gemini 3.7 Flash。","Gemini 3.8 Flash 推出后，网上出现了一些早期评价。Artificial Analysis：https://x.com/ArtificialAnlys/status/2095177422270607803?s=20 强调了该模型的定价，表示 Gemini 3.8 Flash 是“我们在这个智力水平上测量到的最便宜的模型。尽管每令牌定价未变，但相比 Gemini 3.7 Flash，成本上涨约 40%，这主要是由于每个任务的输出令牌增加了 30% 以及代理评估次数增加所致。”","Aigora.ai CEO John Ennis：https://x.com/johnennis/status/2095182837112508749?s=20 将 Gemini 3.8 Flash 与 Anthropic 的模型进行了比较，称它提供“Opus 5 级别的编码质量，但成本仅为一小部分且速度超快”，并补充道：“这对于制作远程视频等用途将非常棒。”","谷歌表示，Gemini 3.8 Flash 在软件工程和自主 AI 代理方面提供了“显著改进”。在 DeepSWE v1.1 软件工程基准测试中，它的表现优于其前身以及其他前沿模型，包括本周早些时候升级的 Anthropic 的 Fable 5：/ai-artificial-intelligence/987830/anthropic-claude-fable-mythos-5-1，该升级也承诺通过降低使用缓存数据的价格，实现更强性能和更低成本。","谷歌的新模型在 Vals Finance Agent V2 基准测试和 Harvey 的法律代理基准测试中也表现优于竞争对手。不过，该新模型还“配备了针对化学、生物、放射性和核（CBRN）领域以及网络攻击不当使用的安全防护措施。”","谷歌还发布了 Gemini 3.8 Flash Cyber，同时推出了其新的 Fairwind 计划：https://blog.google/innovation-and-ai/technology/safety-security/fairwind-program/，该计划仅限于政府和“可信合作伙伴”。该计划拥有 650 名成员，包括 CrowdStrike 和 网络安全中心（Center for Internet Security），提供对 3.8 Flash Cyber 和谷歌的 CodeMender 代理的访问，谷歌表示该代理可以帮助“自主发现和修复漏洞，保护关键基础设施、公共服务和国家安全。” Gemini 3.8 Flash 现在可供拥有 Google AI Pro 或 Ultra 订阅的消费者、开发者和企业用户使用。"],"translationStatus":"translated","bodyOrigin":"source-page","editorial":{"summary":"Google 发布 Gemini 3.8 Flash，称其在复杂任务中执行更多推理步骤并迭代调用工具。输入定价为每百万 token 0.75 美元、输出定价为每百万 token 3.75 美元，但模型可能消耗更多 token。","background":"来源明确称，Gemini 3.8 Flash 在 DeepSWE v1.1 软件工程基准上超过前代及其他前沿模型，并在 Vals Finance Agent V2 和 Harvey’s Legal Agent 基准上超过竞争对手。模型还配备针对 CBRN 和网络攻击滥用的安全防护。","viewpoint":"Aioga 判断：标价维持不变并不等于单项任务成本不变。更高的推理投入和迭代工具调用，可能让复杂任务获得更多处理，但也需要结合实际 token 用量评估其经济性。","implications":"可能影响：采用较高努力等级或代理式流程的用户可能面临更高 token 消耗。开发者需要监控任务级用量与预算，并区分不同基准的比较范围；来源信息不足以证明新模型在所有任务中都更经济。","nextStep":"后续观察：需要关注 Google 后续披露的不同努力等级下 token 消耗和成本表现，以及开发者对 DeepSWE v1.1、Vals Finance Agent V2 和 Harvey’s Legal Agent 结果的独立验证，同时留意 Gemini 3.8 Flash Cyber 的限定使用范围。","evidenceRefs":["title","summary","articleBody","source"],"status":"published","aiGenerated":true,"autoApproved":true,"generatedBy":"aioga-editorial:gpt-5.6-sol","reviewedBy":"aioga-editorial-review:gpt-5.6-sol","generatedAt":"2026-09-03T01:28:40.912Z","sourceHash":"e90dbb47cb33bbd3","review":{"approved":true,"groundedness":92,"clarity":90,"duplicationRisk":28,"blockingIssues":[],"notes":["来源将价格称为“初始定价”，可选地在 summary 中补充“初始”以避免被理解为长期固定价格。","建议核对“​​Aioga”是否为编辑方名称；若意指来源中的“Aigora.ai”，则应更正拼写，且不宜把这段成本判断直接归于 Aigora.ai，因为原文中该公司的引语主要是关于编码质量、速度和成本优势。","summary 与 implications 都提到 token 消耗可能上升，但分别承担事实概述和影响分析功能，重复程度可接受。"]},"validation":{"passed":true,"mode":"ai-auto","revisions":1,"checks":["schema","length","source-attribution","editorial-labels","inference-boundary","low-source-overlap","no-html","independent-ai-review"]}},"tags":["行业动态","The Verge：AI（RSS）"],"translations":{"zh-CN":{"title":"Google 发布 Gemini 3.8 Flash，推理更努力但 token 用量可能更高","summary":"Google 发布 Gemini 3.8 Flash，称其比 3.7 Flash 在复杂任务上执行更多推理步骤并迭代调用工具，定价维持每百万输入 token $0.75、输出 $3.75，但警告模型可能消耗更多 token 导致实际成本上升。","category":"行业动态","source":"The Verge","aggregationSource":"The Verge：AI（RSS）","pageTitle":"Google 发布 Gemini 3.8 Flash，推理更努力但 token 用量可能更高 - Aioga AI资讯","description":"Google 发布 Gemini 3.8 Flash，称其比 3.7 Flash 在复杂任务上执行更多推理步骤并迭代调用工具，定价维持每百万输入 token $0.75、输出 $3.75，但警告模型可能消耗更多 token 导致实际成本上升。","url":"https://www.aioga.com/news/cmtkjxgys03wrrolldf33djnh/","articleBody":["谷歌推出了 Gemini 3.8 Flash：https://blog.google/innovation-and-ai/models-and-research/gemini-models/3-8-flash-and-3-8-flash-cyber/，距离其前身上市仅几周时间：/tech/979735/gemini-spark-is-now-powered-by-googles-upgraded-flash-model。公司声称，新模型比 Gemini 3.7 Flash“工作更努力”，在复杂任务上执行更多推理步骤并“迭代调用工具”。其入门定价与 3.7 Flash 相同，每百万输入令牌 $0.75，每百万输出令牌 $3.75，但仍可能让用户支付更多费用。谷歌警告称，“该模型可能会使用更多令牌以最大化性能，尤其是在更高努力级别。”如果开发者想减少令牌使用量，可以继续使用 Gemini 3.7 Flash。","Gemini 3.8 Flash 推出后，网上出现了一些早期评价。Artificial Analysis：https://x.com/ArtificialAnlys/status/2095177422270607803?s=20 强调了该模型的定价，表示 Gemini 3.8 Flash 是“我们在这个智力水平上测量到的最便宜的模型。尽管每令牌定价未变，但相比 Gemini 3.7 Flash，成本上涨约 40%，这主要是由于每个任务的输出令牌增加了 30% 以及代理评估次数增加所致。”","Aigora.ai CEO John Ennis：https://x.com/johnennis/status/2095182837112508749?s=20 将 Gemini 3.8 Flash 与 Anthropic 的模型进行了比较，称它提供“Opus 5 级别的编码质量，但成本仅为一小部分且速度超快”，并补充道：“这对于制作远程视频等用途将非常棒。”","谷歌表示，Gemini 3.8 Flash 在软件工程和自主 AI 代理方面提供了“显著改进”。在 DeepSWE v1.1 软件工程基准测试中，它的表现优于其前身以及其他前沿模型，包括本周早些时候升级的 Anthropic 的 Fable 5：/ai-artificial-intelligence/987830/anthropic-claude-fable-mythos-5-1，该升级也承诺通过降低使用缓存数据的价格，实现更强性能和更低成本。","谷歌的新模型在 Vals Finance Agent V2 基准测试和 Harvey 的法律代理基准测试中也表现优于竞争对手。不过，该新模型还“配备了针对化学、生物、放射性和核（CBRN）领域以及网络攻击不当使用的安全防护措施。”","谷歌还发布了 Gemini 3.8 Flash Cyber，同时推出了其新的 Fairwind 计划：https://blog.google/innovation-and-ai/technology/safety-security/fairwind-program/，该计划仅限于政府和“可信合作伙伴”。该计划拥有 650 名成员，包括 CrowdStrike 和 网络安全中心（Center for Internet Security），提供对 3.8 Flash Cyber 和谷歌的 CodeMender 代理的访问，谷歌表示该代理可以帮助“自主发现和修复漏洞，保护关键基础设施、公共服务和国家安全。” Gemini 3.8 Flash 现在可供拥有 Google AI Pro 或 Ultra 订阅的消费者、开发者和企业用户使用。"]},"en":{"title":"Google releases Gemini 3.8 Flash, reasoning is more intensive but token usage may be higher","summary":"Google released Gemini 3.8 Flash, claiming that it performs more reasoning steps and iteratively calls tools on complex tasks compared to 3.7 Flash. The pricing remains $0.75 per million input tokens and $3.75 per million output tokens, but it warns that the model may consume more tokens, leading to higher actual costs.","category":"Industry","source":"The Verge：AI（RSS）","aggregationSource":"The Verge：AI（RSS）","pageTitle":"Google releases Gemini 3.8 Flash, reasoning is more intensive but token usage may be higher - Aioga AI News","description":"Google released Gemini 3.8 Flash, claiming that it performs more reasoning steps and iteratively calls tools on complex tasks compared to 3.7 Flash. The pricing remains $0.75 per m...","url":"https://www.aioga.com/en/news/cmtkjxgys03wrrolldf33djnh/","contentTranslated":true,"sourceHash":"7d9e12ef0fe0f264","translatedAt":"2026-09-02T20:42:22.432Z"},"ja":{"title":"Google、Gemini 3.8 Flashを公開、推論はさらに頑張るがトークン消費量は増える可能性","summary":"GoogleはGemini 3.8 Flashを発表し、3.7 Flashよりも複雑なタスクでより多くの推論ステップを実行し、ツールの呼び出しを繰り返すと述べました。価格は入力トークン100万あたり$0.75、出力$3.75で維持されますが、モデルがより多くのトークンを消費する可能性があり、実際のコストが上昇する警告があります。","category":"業界動向","source":"The Verge：AI（RSS）","aggregationSource":"The Verge：AI（RSS）","pageTitle":"Google、Gemini 3.8 Flashを公開、推論はさらに頑張るがトークン消費量は増える可能性 - Aioga AIニュース","description":"GoogleはGemini 3.8 Flashを発表し、3.7 Flashよりも複雑なタスクでより多くの推論ステップを実行し、ツールの呼び出しを繰り返すと述べました。価格は入力トークン100万あたり$0.75、出力$3.75で維持されますが、モデルがより多くのトークンを消費する可能性があり、実際のコストが上昇する警告があります。","url":"https://www.aioga.com/ja/news/cmtkjxgys03wrrolldf33djnh/","contentTranslated":true,"sourceHash":"7d9e12ef0fe0f264","translatedAt":"2026-09-02T20:42:32.277Z"},"ko":{"title":"Google이 Gemini 3.8 Flash를 출시했습니다. 추론은 더 열심히 하지만 토큰 사용량이 더 많을 수 있습니다.","summary":"Google은 Gemini 3.8 Flash를 출시했으며, 이는 3.7 Flash보다 복잡한 작업에서 더 많은 추론 단계를 수행하고 도구를 반복적으로 호출한다고 밝혔습니다. 가격은 입력 토큰 백만 개당 $0.75, 출력 $3.75로 유지되지만, 모델이 더 많은 토큰을 소비하여 실제 비용이 증가할 수 있다고 경고했습니다.","category":"업계 동향","source":"The Verge：AI（RSS）","aggregationSource":"The Verge：AI（RSS）","pageTitle":"Google이 Gemini 3.8 Flash를 출시했습니다. 추론은 더 열심히 하지만 토큰 사용량이 더 많을 수 있습니다. - Aioga AI 뉴스","description":"Google은 Gemini 3.8 Flash를 출시했으며, 이는 3.7 Flash보다 복잡한 작업에서 더 많은 추론 단계를 수행하고 도구를 반복적으로 호출한다고 밝혔습니다. 가격은 입력 토큰 백만 개당 $0.75, 출력 $3.75로 유지되지만, 모델이 더 많은 토큰을 소비하여 실제 비용이 증가할 수 있다고 경고했습니다.","url":"https://www.aioga.com/ko/news/cmtkjxgys03wrrolldf33djnh/","contentTranslated":true,"sourceHash":"7d9e12ef0fe0f264","translatedAt":"2026-09-02T20:43:13.574Z"},"es":{"title":"Google lanza Gemini 3.8 Flash, inferencia más intensa pero el uso de tokens podría ser mayor","summary":"Google lanzó Gemini 3.8 Flash, afirmando que realiza más pasos de razonamiento en tareas complejas y llama a herramientas de manera iterativa en comparación con 3.7 Flash, manteniendo el precio en $0.75 por millón de tokens de entrada y $3.75 de salida, pero advirtiendo que el modelo podría consumir más tokens, lo que provocaría un aumento del costo real.","category":"Industria","source":"The Verge：AI（RSS）","aggregationSource":"The Verge：AI（RSS）","pageTitle":"Google lanza Gemini 3.8 Flash, inferencia más intensa pero el uso de tokens podría ser mayor - Aioga Noticias de IA","description":"Google lanzó Gemini 3.8 Flash, afirmando que realiza más pasos de razonamiento en tareas complejas y llama a herramientas de manera iterativa en comparación con 3.7 Flash, mantenie...","url":"https://www.aioga.com/es/news/cmtkjxgys03wrrolldf33djnh/","contentTranslated":true,"sourceHash":"7d9e12ef0fe0f264","translatedAt":"2026-09-02T20:43:10.405Z"},"fr":{"title":"Google a publié Gemini 3.8 Flash, l'inférence est plus performante mais l'utilisation des tokens peut être plus élevée","summary":"Google a publié Gemini 3.8 Flash, affirmant qu'il effectue plus d'étapes de raisonnement et appelle itérativement des outils sur des tâches complexes que le 3.7 Flash, en maintenant le prix à 0,75 $ par million de tokens d'entrée et 3,75 $ par million de tokens de sortie, mais en avertissant que le modèle pourrait consommer davantage de tokens, entraînant une augmentation du coût réel.","category":"Industrie","source":"The Verge：AI（RSS）","aggregationSource":"The Verge：AI（RSS）","pageTitle":"Google a publié Gemini 3.8 Flash, l'inférence est plus performante mais l'utilisation des tokens peut être plus élevée - Aioga Actualités IA","description":"Google a publié Gemini 3.8 Flash, affirmant qu'il effectue plus d'étapes de raisonnement et appelle itérativement des outils sur des tâches complexes que le 3.7 Flash, en maintenan...","url":"https://www.aioga.com/fr/news/cmtkjxgys03wrrolldf33djnh/","contentTranslated":true,"sourceHash":"7d9e12ef0fe0f264","translatedAt":"2026-09-02T20:43:48.037Z"},"de":{"title":"Google veröffentlicht Gemini 3.8 Flash, das bei der Inferenz stärker arbeitet, aber möglicherweise mehr Token verbraucht","summary":"Google veröffentlicht Gemini 3.8 Flash und behauptet, dass es im Vergleich zu 3.7 Flash bei komplexen Aufgaben mehr Schlussfolgerungsschritte ausführt und Tools iterativ aufruft. Der Preis bleibt bei 0,75 $ pro Million Eingabe-Token und 3,75 $ pro Million Ausgabe-Token, warnt jedoch, dass das Modell möglicherweise mehr Token verbraucht, was zu höheren tatsächlichen Kosten führen kann.","category":"行业动态","source":"The Verge：AI（RSS）","aggregationSource":"The Verge：AI（RSS）","pageTitle":"Google veröffentlicht Gemini 3.8 Flash, das bei der Inferenz stärker arbeitet, aber möglicherweise mehr Token verbraucht - Aioga KI-News","description":"Google veröffentlicht Gemini 3.8 Flash und behauptet, dass es im Vergleich zu 3.7 Flash bei komplexen Aufgaben mehr Schlussfolgerungsschritte ausführt und Tools iterativ aufruft. D...","url":"https://www.aioga.com/de/news/cmtkjxgys03wrrolldf33djnh/","contentTranslated":true,"sourceHash":"7d9e12ef0fe0f264","translatedAt":"2026-09-02T20:43:53.229Z"},"pt-BR":{"title":"O Google lançou o Gemini 3.8 Flash, inferência mais esforçada, mas o uso de tokens pode ser maior","summary":"O Google lançou o Gemini 3.8 Flash, afirmando que ele executa mais etapas de raciocínio e chama ferramentas de forma iterativa em tarefas complexas do que o 3.7 Flash, mantendo o preço em $0,75 por milhão de tokens de entrada e $3,75 por saída, mas alertando que o modelo pode consumir mais tokens, resultando em aumento do custo real.","category":"行业动态","source":"The Verge：AI（RSS）","aggregationSource":"The Verge：AI（RSS）","pageTitle":"O Google lançou o Gemini 3.8 Flash, inferência mais esforçada, mas o uso de tokens pode ser maior - Aioga Notícias de IA","description":"O Google lançou o Gemini 3.8 Flash, afirmando que ele executa mais etapas de raciocínio e chama ferramentas de forma iterativa em tarefas complexas do que o 3.7 Flash, mantendo o p...","url":"https://www.aioga.com/pt-BR/news/cmtkjxgys03wrrolldf33djnh/","contentTranslated":true,"sourceHash":"7d9e12ef0fe0f264","translatedAt":"2026-09-02T20:44:26.423Z"},"ru":{"title":"Google выпустила Gemini 3.8 Flash, рассуждает усерднее, но использование токенов может быть выше","summary":"Google выпустила Gemini 3.8 Flash, заявив, что он выполняет больше шагов рассуждений и итеративно использует инструменты по сравнению с 3.7 Flash при выполнении сложных задач, сохраняя цену за миллион входных токенов $0,75 и за выход $3,75, но предупредила, что модель может использовать больше токенов, что приведет к увеличению фактических затрат.","category":"行业动态","source":"The Verge：AI（RSS）","aggregationSource":"The Verge：AI（RSS）","pageTitle":"Google выпустила Gemini 3.8 Flash, рассуждает усерднее, но использование токенов может быть выше - Aioga Новости ИИ","description":"Google выпустила Gemini 3.8 Flash, заявив, что он выполняет больше шагов рассуждений и итеративно использует инструменты по сравнению с 3.7 Flash при выполнении сложных задач, сохр...","url":"https://www.aioga.com/ru/news/cmtkjxgys03wrrolldf33djnh/","contentTranslated":true,"sourceHash":"7d9e12ef0fe0f264","translatedAt":"2026-09-02T20:44:37.182Z"},"ar":{"title":"أصدرت جوجل Gemini 3.8 Flash، الاستدلال أصبح أقوى لكن احتمال استخدام الرموز أعلى","summary":"أصدرت Google نسختها Gemini 3.8 Flash، والتي قالت إنها تقوم بخطوات استدلال أكثر وتنادي الأدوات بشكل متكرر في المهام المعقدة مقارنةً بـ 3.7 Flash، مع الحفاظ على التسعير عند 0.75 دولار لكل مليون رمز مدخل و3.75 دولار لكل مليون رمز مخرج، لكنها حذرت من أن النموذج قد يستهلك المزيد من الرموز مما يؤدي إلى زيادة التكلفة الفعلية.","category":"行业动态","source":"The Verge：AI（RSS）","aggregationSource":"The Verge：AI（RSS）","pageTitle":"أصدرت جوجل Gemini 3.8 Flash، الاستدلال أصبح أقوى لكن احتمال استخدام الرموز أعلى - Aioga أخبار الذكاء الاصطناعي","description":"أصدرت Google نسختها Gemini 3.8 Flash، والتي قالت إنها تقوم بخطوات استدلال أكثر وتنادي الأدوات بشكل متكرر في المهام المعقدة مقارنةً بـ 3.7 Flash، مع الحفاظ على التسعير عند 0.75 دولا...","url":"https://www.aioga.com/ar/news/cmtkjxgys03wrrolldf33djnh/","contentTranslated":true,"sourceHash":"7d9e12ef0fe0f264","translatedAt":"2026-09-02T20:45:17.458Z"},"hi":{"title":"गूगल ने जेमिनी 3.8 फ्लैश जारी किया, तर्क अधिक मेहनती है लेकिन टोकन का उपयोग अधिक हो सकता है","summary":"Google ने Gemini 3.8 Flash जारी किया, बताया कि यह 3.7 Flash की तुलना में जटिल कार्यों में अधिक तर्क चरण निष्पादित करता है और उपकरणों को आवृत्तिपूर्वक कॉल करता है, कीमत प्रति मिलियन इनपुट टोकन $0.75 और आउटपुट $3.75 रखी गई है, लेकिन चेतावनी दी कि मॉडल अधिक टोकन消耗 कर सकता है जिससे वास्तविक लागत बढ़ सकती है।","category":"行业动态","source":"The Verge：AI（RSS）","aggregationSource":"The Verge：AI（RSS）","pageTitle":"गूगल ने जेमिनी 3.8 फ्लैश जारी किया, तर्क अधिक मेहनती है लेकिन टोकन का उपयोग अधिक हो सकता है - Aioga AI समाचार","description":"Google ने Gemini 3.8 Flash जारी किया, बताया कि यह 3.7 Flash की तुलना में जटिल कार्यों में अधिक तर्क चरण निष्पादित करता है और उपकरणों को आवृत्तिपूर्वक कॉल करता है, कीमत प्रति मिलियन...","url":"https://www.aioga.com/hi/news/cmtkjxgys03wrrolldf33djnh/","contentTranslated":true,"sourceHash":"7d9e12ef0fe0f264","translatedAt":"2026-09-02T20:45:23.088Z"},"it":{"title":"Google ha rilasciato Gemini 3.8 Flash, con ragionamento più impegnativo ma possibile maggiore consumo di token","summary":"Google ha rilasciato Gemini 3.8 Flash, affermando che esegue più passaggi di ragionamento e richiama strumenti in iterazione rispetto a 3.7 Flash per compiti complessi, mantenendo il prezzo a $0,75 per ogni milione di token in input e $3,75 per l'output, ma avverte che il modello potrebbe consumare più token causando un aumento dei costi effettivi.","category":"行业动态","source":"The Verge：AI（RSS）","aggregationSource":"The Verge：AI（RSS）","pageTitle":"Google ha rilasciato Gemini 3.8 Flash, con ragionamento più impegnativo ma possibile maggiore consumo di token - Aioga Notizie IA","description":"Google ha rilasciato Gemini 3.8 Flash, affermando che esegue più passaggi di ragionamento e richiama strumenti in iterazione rispetto a 3.7 Flash per compiti complessi, mantenendo...","url":"https://www.aioga.com/it/news/cmtkjxgys03wrrolldf33djnh/","contentTranslated":true,"sourceHash":"7d9e12ef0fe0f264","translatedAt":"2026-09-02T20:46:01.243Z"},"nl":{"title":"Google heeft Gemini 3.8 Flash uitgebracht, met sterkere inferentie maar mogelijk hoger tokenverbruik","summary":"Google heeft Gemini 3.8 Flash uitgebracht en zegt dat het meer redeneer stappen uitvoert en iteratief tools aanroept bij complexere taken dan 3.7 Flash. De prijs blijft $0,75 per miljoen invoer-tokens en $3,75 per miljoen uitvoer-tokens, maar het waarschuwt dat het model mogelijk meer tokens verbruikt, wat kan leiden tot hogere werkelijke kosten.","category":"行业动态","source":"The Verge：AI（RSS）","aggregationSource":"The Verge：AI（RSS）","pageTitle":"Google heeft Gemini 3.8 Flash uitgebracht, met sterkere inferentie maar mogelijk hoger tokenverbruik - Aioga AI-nieuws","description":"Google heeft Gemini 3.8 Flash uitgebracht en zegt dat het meer redeneer stappen uitvoert en iteratief tools aanroept bij complexere taken dan 3.7 Flash. De prijs blijft $0,75 per m...","url":"https://www.aioga.com/nl/news/cmtkjxgys03wrrolldf33djnh/","contentTranslated":true,"sourceHash":"7d9e12ef0fe0f264","translatedAt":"2026-09-02T20:46:02.139Z"},"tr":{"title":"Google Gemini 3.8 Flash'ı yayınladı, çıkarım daha yoğun ama token kullanımı muhtemelen daha yüksek","summary":"Google, Gemini 3.8 Flash'ı yayınladı ve bunun 3.7 Flash'a göre karmaşık görevlerde daha fazla akıl yürütme adımı attığını ve araç çağrılarını yinelediğini belirtti, fiyatlandırma milyon başına giriş tokeni için 0,75$ ve çıktı için 3,75$ olarak korundu, ancak modelin daha fazla token tüketebileceği ve bunun da gerçek maliyeti artırabileceği konusunda uyarıda bulundu.","category":"行业动态","source":"The Verge：AI（RSS）","aggregationSource":"The Verge：AI（RSS）","pageTitle":"Google Gemini 3.8 Flash'ı yayınladı, çıkarım daha yoğun ama token kullanımı muhtemelen daha yüksek - Aioga AI Haberleri","description":"Google, Gemini 3.8 Flash'ı yayınladı ve bunun 3.7 Flash'a göre karmaşık görevlerde daha fazla akıl yürütme adımı attığını ve araç çağrılarını yinelediğini belirtti, fiyatlandırma m...","url":"https://www.aioga.com/tr/news/cmtkjxgys03wrrolldf33djnh/","contentTranslated":true,"sourceHash":"7d9e12ef0fe0f264","translatedAt":"2026-09-02T20:46:42.786Z"},"vi":{"title":"Google phát hành Gemini 3.8 Flash, suy luận nỗ lực hơn nhưng lượng token có thể cao hơn","summary":"Google phát hành Gemini 3.8 Flash, cho biết nó thực hiện nhiều bước suy luận hơn và gọi công cụ lặp lại trên các nhiệm vụ phức tạp so với 3.7 Flash, mức giá duy trì $0,75 cho mỗi triệu token đầu vào và $3,75 cho đầu ra, nhưng cảnh báo mô hình có thể tiêu thụ nhiều token hơn dẫn đến chi phí thực tế tăng.","category":"行业动态","source":"The Verge：AI（RSS）","aggregationSource":"The Verge：AI（RSS）","pageTitle":"Google phát hành Gemini 3.8 Flash, suy luận nỗ lực hơn nhưng lượng token có thể cao hơn - Tin tức AI Aioga","description":"Google phát hành Gemini 3.8 Flash, cho biết nó thực hiện nhiều bước suy luận hơn và gọi công cụ lặp lại trên các nhiệm vụ phức tạp so với 3.7 Flash, mức giá duy trì $0,75 cho mỗi t...","url":"https://www.aioga.com/vi/news/cmtkjxgys03wrrolldf33djnh/","contentTranslated":true,"sourceHash":"7d9e12ef0fe0f264","translatedAt":"2026-09-02T20:46:38.412Z"},"id":{"title":"Google merilis Gemini 3.8 Flash, penalaran lebih keras tetapi penggunaan token mungkin lebih tinggi","summary":"Google merilis Gemini 3.8 Flash, mengatakan bahwa itu melakukan lebih banyak langkah penalaran pada tugas kompleks dan memanggil alat secara iteratif dibandingkan dengan 3.7 Flash, dengan harga tetap $0,75 per juta token input dan $3,75 per output, tetapi memperingatkan bahwa model mungkin menggunakan lebih banyak token yang menyebabkan biaya aktual meningkat.","category":"行业动态","source":"The Verge：AI（RSS）","aggregationSource":"The Verge：AI（RSS）","pageTitle":"Google merilis Gemini 3.8 Flash, penalaran lebih keras tetapi penggunaan token mungkin lebih tinggi - Berita AI Aioga","description":"Google merilis Gemini 3.8 Flash, mengatakan bahwa itu melakukan lebih banyak langkah penalaran pada tugas kompleks dan memanggil alat secara iteratif dibandingkan dengan 3.7 Flash,...","url":"https://www.aioga.com/id/news/cmtkjxgys03wrrolldf33djnh/","contentTranslated":true,"sourceHash":"7d9e12ef0fe0f264","translatedAt":"2026-09-02T20:47:18.322Z"},"th":{"title":"Google เปิดตัว Gemini 3.8 Flash การให้เหตุผลทำงานหนักขึ้นแต่การใช้โทเค็นอาจมากขึ้น","summary":"Google เปิดตัว Gemini 3.8 Flash โดยบอกว่ามันสามารถดำเนินขั้นตอนการให้เหตุผลมากขึ้นและเรียกใช้เครื่องมือซ้ำๆ ในงานที่ซับซ้อนมากกว่า 3.7 Flash การกำหนดราคายังคงอยู่ที่ $0.75 ต่อ 1 ล้านโทเค็นอินพุต และ $3.75 ต่อเอาต์พุต แต่มีการเตือนว่ารุ่นอาจใช้โทเค็นมากขึ้น ส่งผลให้ต้นทุนจริงสูงขึ้น","category":"行业动态","source":"The Verge：AI（RSS）","aggregationSource":"The Verge：AI（RSS）","pageTitle":"Google เปิดตัว Gemini 3.8 Flash การให้เหตุผลทำงานหนักขึ้นแต่การใช้โทเค็นอาจมากขึ้น - ข่าว AI Aioga","description":"Google เปิดตัว Gemini 3.8 Flash โดยบอกว่ามันสามารถดำเนินขั้นตอนการให้เหตุผลมากขึ้นและเรียกใช้เครื่องมือซ้ำๆ ในงานที่ซับซ้อนมากกว่า 3.7 Flash การกำหนดราคายังคงอยู่ที่ $0.75 ต่อ 1 ล้...","url":"https://www.aioga.com/th/news/cmtkjxgys03wrrolldf33djnh/","contentTranslated":true,"sourceHash":"7d9e12ef0fe0f264","translatedAt":"2026-09-02T20:47:23.367Z"},"pl":{"title":"Google wydaje Gemini 3.8 Flash, wnioskowanie bardziej intensywne, ale użycie tokenów może być wyższe","summary":"Google wydało Gemini 3.8 Flash, twierdząc, że w porównaniu do 3.7 Flash wykonuje więcej kroków wnioskowania w złożonych zadaniach i wielokrotnie wywołuje narzędzia, utrzymując cenę na poziomie 0,75 USD za milion tokenów wejściowych i 3,75 USD za wyjściowe, ale ostrzegając, że model może zużywać więcej tokenów, co prowadzi do wzrostu rzeczywistych kosztów.","category":"行业动态","source":"The Verge：AI（RSS）","aggregationSource":"The Verge：AI（RSS）","pageTitle":"Google wydaje Gemini 3.8 Flash, wnioskowanie bardziej intensywne, ale użycie tokenów może być wyższe - Aioga Wiadomości AI","description":"Google wydało Gemini 3.8 Flash, twierdząc, że w porównaniu do 3.7 Flash wykonuje więcej kroków wnioskowania w złożonych zadaniach i wielokrotnie wywołuje narzędzia, utrzymując cenę...","url":"https://www.aioga.com/pl/news/cmtkjxgys03wrrolldf33djnh/","contentTranslated":true,"sourceHash":"7d9e12ef0fe0f264","translatedAt":"2026-09-02T20:48:08.193Z"}},"evidenceTier":"verified-news","reviewStatus":"automated-ingest","indexable":true,"editorialCover":""}}