Gemini 3.5：具备行动能力的前沿智能
阅读原文· deepmind.googleGemini 3.5 Flash 把前沿级智能体和编程能力塞进了极低延迟和成本，四倍于竞品速度的同时基准表现超过 3.1 Pro，这可能是今年对开发者最实用的基座模型之一。
Google发布了Gemini 3.5模型，该模型专注于提升执行复杂任务的能力。其核心特点是支持“代理式工作流”，即能够像助手一样自主规划并执行一系列多步骤、复杂的操作，旨在将先进的语言理解与实际问题解决能力相结合。
Gemini 3.5: frontier intelligence with action
Gemini 3.5: frontier intelligence with action
May 19, 2026
· 12 min read
Gemini 3.5 is built to help you execute complex, agentic workflows.
Koray Kavukcuoglu CTO, Google DeepMind and Chief AI Architect, Google
Jeff Dean Chief Scientist, Google DeepMind and Google Research
Oriol Vinyals
Vice President, Google DeepMind
Noam Shazeer
Vice President, Google DeepMind
Today, we’re introducing Gemini 3.5, our latest family of models combining frontier intelligence with action. This represents a major leap forward in building more capable, intelligent agents. We’re kicking off the series by releasing 3.5 Flash. It delivers frontier performance for agents and coding, excelling at complex long-horizon tasks that deliver real-world utility.
3.5 Flash is available today to billions of people globally:
- For everyone via the Gemini app and AI Mode in Google Search
- For developers in our agent-first development platform Google Antigravity and Gemini API in Google AI Studio and Android Studio
- For enterprises in Gemini Enterprise Agent Platform and Gemini Enterprise.
We’re also hard at work on 3.5 Pro. It's already being used internally, and we look forward to rolling it out next month.
3.5 Flash: frontier performance for agents and coding
Gemini 3.5 Flash delivers intelligence that rivals large flagship models on multiple dimensions, at the speeds you have come to expect from the Flash series. It’s our strongest agentic and coding model yet, outperforming Gemini 3.1 Pro on challenging coding and agentic benchmarks like Terminal-Bench 2.1 (76.2%), GDPval-AA (1656 Elo) and MCP Atlas (83.6%), and leading in multimodal understanding (84.2% on CharXiv Reasoning). When looking at output tokens per second, it is 4 times faster than other frontier models.
Landing in the top-right quadrant of the Artificial Analysis index, 3.5 Flash delivers frontier-level intelligence at exceptional speed — proving you no longer have to trade quality for latency.
3.5 Flash: agentic tasks at scale
This balance of speed and performance makes 3.5 Flash ideal for tackling long-horizon agentic tasks. What used to take a developer days or an auditor weeks, 3.5 Flash can now help complete in a fraction of the time, often at less than half the cost of other frontier models. It rapidly plans, builds and iterates to solve real-world problems, whether it’s developing new applications, maintaining codebases or helping to prepare financial documents.
When coupled with the updated Antigravity harness, 3.5 Flash becomes a powerful engine for deploying collaborative subagents to tackle problems at scale for the most demanding use cases. Under supervision, it can reliably execute multi-step workflows and coding tasks while sustaining frontier performance.