
Gemini 3.6 Flash Lite
Gemini 3.6 Flash Lite 是 Google 推出的高效率 model,具备 1M token context window,且提供每秒 350 个 tokens 的 throughput,专为 agentic 工作流设计。
关于 Gemini 3.6 Flash Lite
了解 Gemini 3.6 Flash Lite 的功能、特性以及它如何帮助您获得更好的效果。
高速 Agentic 工作流
Gemini 3.6 Flash Lite 旨在应对吞吐量和成本为主要约束的高频、低 latency 任务。它在官方文档中被称为 Gemini 3.5 Flash-Lite,是性能更强大的 Gemini 3.6 Flash 的优化版搭档。该 model 可实现亚秒级响应,并保持每秒 350 个 tokens 的持续输出。它专为后台任务、实时搜索综合以及大规模数据处理而设计。
海量上下文与工具支持
尽管名为 "lite",但该 model 依然保留了旗舰级的 100 万 token context window。这使得开发者无需复杂的 RAG 流水线即可处理整个代码库或海量文档存档。它原生支持 Computer Use,能够驱动自动化的 UI 交互和 Web 导航工具。其训练数据包含截至 2026 年 3 月的信息,相比之前版本能更好地识别近期的软件版本。
可扩展性与集成
Google 构建该架构是为了在 agentic 循环中实现亚秒级性能。它的成本比标准 Flash model 低约 80%,使得每月需要数百万次交互的项目能够更轻松地落地。它与标准的 Gemini API 集成,并支持包括文本、图像、音频和视频在内的 multimodal 输入。

Gemini 3.6 Flash Lite 的使用案例
发现使用 Gemini 3.6 Flash Lite 获得出色效果的不同方式。
大规模文档审计
利用 1M context window 同时处理数千页的企业申报文件,提取结构化数据。
Agentic 搜索与检索
凭借高 throughput,驱动实时搜索 agent 在几秒钟内综合数十个 Web 源的信息。
聊天机器人人格持久化
在数百万 token 的长度内保持一致的角色特征和对话历史,实现沉浸式 RPG 体验。
计算机使用自动化
使用原生的 Computer Use 工具自动完成数据录入和应用导航等重复性 UI 任务。
大规模数据标记
以极低的 latency 对数百万条用户生成的内容或支持工单进行分类。
轻量级代码生成
为快速应用开发生成可用于生产环境的 React 组件或 SQL 查询。
优势
局限性
API快速入门
google/gemini-3.5-flash-lite
import { GoogleGenAI } from "@google/genai";
const ai = new GoogleGenAI({
apiKey: process.env.GEMINI_API_KEY
});
async function main() {
const interaction = await ai.interactions.create({
model: "gemini-3.5-flash-lite",
input: "Extract all key dates from this contract transcript.",
system_instruction: "Output JSON only."
});
console.log(interaction.outputText);
}
main();安装SDK并在几分钟内开始进行API调用。
人们对 Gemini 3.6 Flash Lite 的评价
看看社区对 Gemini 3.6 Flash Lite 的看法
“3.6 Flash 在 agent 循环和长篇分析方面显然是最快的,而 Flash-Lite 在文档处理任务上表现出乎意料地接近。”
“Gemini 3.5 Flash-Lite 快速、廉价且不知疲倦。非常适合进行那种枯燥乏味的批量处理工作。”
“artificialanalysis 上的基准测试已经上线...在 Open Router 上价格为 $0.09/$0.18,而对比之下其他产品为 $1/$5”
“Lite 版本速度更快、成本更低,但在需要深度思考的任务上表现糟糕。”
“它的后台任务处理速度快得惊人,对于大多数 UI 交互来说,几乎是亚秒级的 latency。”
“它处理 100 万个 tokens 的能力与更昂贵的同类产品一样,但成本只是其中的一小部分。”
关于 Gemini 3.6 Flash Lite 的视频
观看关于 Gemini 3.6 Flash Lite 的教程、评测和讨论
“Google 目前一口气发布了三个 model... 3.5 Flash lite... 定价非常便宜。”
“它专为实际任务优化,速度更快,成本更低。”
“在处理基础 prompt 时表现非常迅捷。”
“对于预算有限的开发者来说,Flash-Lite 似乎是一个绝佳的选择。”
“它能像更强大的同系列产品一样处理 100 万个 tokens。”
“Lite 版本速度更快、成本更低...与 Grok 4.5 价格相同。”
“在 React 项目上获得了 5 分(满分),组件生成现在已是标配。”
“当我给它非常复杂的逻辑任务时,我注意到了一些幻觉。”
“对于简单的 UI 组件,它与 Pro model 表现一样好。”
“对于实时编码助手来说,latency 是它最大的卖点。”
“这个 model 基本就是速度更快...相比之前版本,它的 token 利用效率更高。”
“它比以前减少了约 17% 的输出 tokens,却能提供更高质量的工作成果。”
“Flash-Lite 是处理后台任务的小型主力。”
“视觉能力略有下降,但对于 OCR 来说是可以接受的。”
“这是大规模自动化进程中的一大进步。”
Gemini 3.6 Flash Lite专业提示
专家提示助您充分利用Gemini 3.6 Flash Lite。
设置思考级别
对于简单的分类任务,将 thinking_level 设置为 minimal 以最大限度提高速度;对于涉及 tool-calling 的任务,则提高该设置。
移除采样参数
3.x API 会忽略 temperature 和 top_p 参数,因此请使用明确的系统指令来控制输出的确定性。
利用 1M Context
直接将完整的相关知识库输入到 prompt 中,这比碎片化的 RAG 系统效果更好。
使用系统指令
使用 system_instruction 而不是预填充 model 的对话轮次,以防止 JSON 输出中出现前言。
用户评价
用户怎么说
加入数千名已改变工作流程的满意用户
Jonathan Kogan
Co-Founder/CEO, rpatools.io
Automatio is one of the most used for RPA Tools both internally and externally. It saves us countless hours of work and we realized this could do the same for other startups and so we choose Automatio for most of our automation needs.
Mohammed Ibrahim
CEO, qannas.pro
I have used many tools over the past 5 years, Automatio is the Jack of All trades.. !! it could be your scraping bot in the morning and then it becomes your VA by the noon and in the evening it does your automations.. its amazing!
Ben Bressington
CTO, AiChatSolutions
Automatio is fantastic and simple to use to extract data from any website. This allowed me to replace a developer and do tasks myself as they only take a few minutes to setup and forget about it. Automatio is a game changer!
Sarah Chen
Head of Growth, ScaleUp Labs
We've tried dozens of automation tools, but Automatio stands out for its flexibility and ease of use. Our team productivity increased by 40% within the first month of adoption.
David Park
Founder, DataDriven.io
The AI-powered features in Automatio are incredible. It understands context and adapts to changes in websites automatically. No more broken scrapers!
Emily Rodriguez
Marketing Director, GrowthMetrics
Automatio transformed our lead generation process. What used to take our team days now happens automatically in minutes. The ROI is incredible.
Jonathan Kogan
Co-Founder/CEO, rpatools.io
Automatio is one of the most used for RPA Tools both internally and externally. It saves us countless hours of work and we realized this could do the same for other startups and so we choose Automatio for most of our automation needs.
Mohammed Ibrahim
CEO, qannas.pro
I have used many tools over the past 5 years, Automatio is the Jack of All trades.. !! it could be your scraping bot in the morning and then it becomes your VA by the noon and in the evening it does your automations.. its amazing!
Ben Bressington
CTO, AiChatSolutions
Automatio is fantastic and simple to use to extract data from any website. This allowed me to replace a developer and do tasks myself as they only take a few minutes to setup and forget about it. Automatio is a game changer!
Sarah Chen
Head of Growth, ScaleUp Labs
We've tried dozens of automation tools, but Automatio stands out for its flexibility and ease of use. Our team productivity increased by 40% within the first month of adoption.
David Park
Founder, DataDriven.io
The AI-powered features in Automatio are incredible. It understands context and adapts to changes in websites automatically. No more broken scrapers!
Emily Rodriguez
Marketing Director, GrowthMetrics
Automatio transformed our lead generation process. What used to take our team days now happens automatically in minutes. The ROI is incredible.
相关 AI Models
GPT-4o mini
OpenAI
OpenAI's most cost-efficient small model, GPT-4o mini offers multimodal intelligence and high-speed performance at a significantly lower price point.
Qwen3-Coder-Next
alibaba
Qwen3-Coder-Next is Alibaba Cloud's elite Apache 2.0 coding model, featuring an 80B MoE architecture and 256k context window for advanced local development.
GLM-4.7
Zhipu (GLM)
GLM-4.7 by Zhipu AI is a flagship 358B MoE model featuring a 200K context window, elite 73.8% SWE-bench performance, and native Deep Thinking for agentic...
Gemini 3.6 Flash
Gemini 3.6 Flash is Google's high-speed model featuring a 17% reduction in token consumption, $1.50/M input pricing, and advanced 3D visualization.
MiniMax M2.5
minimax
MiniMax M2.5 is a SOTA MoE model featuring a 1M context window and elite agentic coding capabilities at disruptive pricing for autonomous agents.
MiMo V2.5 Pro
Other
MiMo V2.5 Pro is Xiaomi's open-source 1.02T parameter MoE model featuring a 1M context window, native multimodality, and elite agentic coding performance.
Kimi K3
Moonshot
Kimi K3 is Moonshot AI's 2.8T MoE model with a 1M token context window, native multimodal vision, and frontier-tier coding performance for complex agents.
GLM-5.2
Zhipu (GLM)
GLM-5.2 is Zhipu AI's flagship open-weight model featuring a 1M context window and specialized agentic coding capabilities under an MIT license.
关于Gemini 3.6 Flash Lite的常见问题
查找关于Gemini 3.6 Flash Lite的常见问题答案