Multi-agent equity research多智能体股票研究
Every ticker gets a research committee.
每只股票,都配一个投研委员会。
TradeAgents seats a team of AI analysts on one stock and one date, then makes them argue it out — bull against bear, then risk against risk — until a portfolio manager signs a decision you can read turn by turn. TradeAgents 让一组 AI 分析师围绕一只股票、一个日期开展研究,再让他们正面交锋——先是多空辩论,再是风险辩论——直到投资组合经理签发一份可以逐轮查看的决策。
3 free runs a day with Google sign-in · reports in English or 中文 · no card needed Google 登录后每天 3 次免费分析 · 报告可选中文或英文 · 无需绑卡
Follow the filings把公开披露,连成资金地图
Who is buying. Who is cutting back.谁在买入,谁在减仓。
See fund managers, company insiders and House members around the same stock. Explore a slice of the Smart Money desk before opening the full picture.把基金经理、公司内部人与众议员,放到同一只股票周围。先看一角,发现线索,再展开完整的“聪明钱”图谱。
Ring arcs show bought/sold dollar proportions, not headcounts. Click a stock to inspect its disclosures.圆环按买入/卖出金额占比分配,不是人数。点击股票查看披露明细。
A partial preview of delayed public filings. 13F amounts are estimated at quarter-end prices; House amounts use range midpoints. Dates and amounts across sources differ. Not real-time positioning or a copy-trading signal.预览仅展示部分延迟公开披露。13F金额按季末价格估算,众议员金额使用申报区间中点;各来源日期和金额口径不同,不是实时持仓或跟单信号。
How a run works运作方式
Every decision keeps its paper trail.每一个决策,都留有完整的推理记录。
The desk投研团队
Every seat has a name. Every turn is on the record.每个席位都有名字,每一轮发言都有记录。
A report is drawn as a conversation between these roles, in the order they spoke — so you can read the bear's best argument before you read the verdict. 报告按照这些角色的发言顺序以对话形式呈现——你可以在看结论之前,先读完看跌研究员最有力的论点。
Analyst team分析师团队
Research team研究团队
Trader交易员
Risk team风险管理团队
Portfolio manager投资组合经理
Capabilities能力
Built for reading the argument, not just the answer.为阅读论证而设计,而不只是给出答案。
Data guide数据导览
Know what to look at — and in what order.先看什么、后看什么,一页讲清楚。
The dashboards are different lenses on the same decision. Start broad, narrow to a stock, test its price, then read the argument and track what happened next. 这些看板是同一个投资决策的不同视角。先判断市场环境,再筛选个股、检验价格,最后阅读论证并追踪结果。
- 01Market climate市场环境
- 02Find candidates寻找候选
- 03Price and value价格与价值
- 04Decision and review决策与复盘
The 60-second route60 秒阅读路线Check the market score first. If conditions are supportive, use the screener to find candidates, open DCA to test the price, then use the agents to challenge the thesis. Return to the calendar later to score the decision.先看市场评分;环境合适时,用策略选股找候选,再用 DCA 检验价格,最后让智能体挑战投资逻辑。之后回到决策日历,核对这次判断是否正确。
Live market snapshot实时市场快照
The numbers behind the map.数据地图背后的实时数字与走势。
Switch among four markets without leaving the homepage. Each view combines four decision metrics, index levels, mini trends and a 60-session comparison chart — all from the same cache as the full Markets dashboard.无需离开主页即可切换四个市场。每个市场都有 4 项判断指标、主要指数数字、迷你走势和一张 60 个交易日对比图,数据与完整 Markets 看板使用同一份缓存。
All dashboards全部看板
Markets, screening, capital, 13F, the Fed and valuation — what every tab is for.市场、选股、资金、13F、Fed、估值,每一种数据怎么用。
The 16 dashboards are not a pile of unrelated numbers. Use these eight lenses to read the environment, find candidates, follow institutions, understand liquidity, test the price and prepare for events.16 个看板不是一堆互不相关的数字。可以从下面八个视角进入:判断环境、寻找候选、观察资金与机构持仓、理解流动性、检验价格,以及准备重要事件。
A useful default: Markets → Sectors → Screener → Valuation → Earnings → Agents. The remaining tabs deepen the macro, positioning and event context when the decision needs it.一个实用的默认顺序是:市场 → 板块 → 选股 → 估值 → 财报 → 智能体。其余 Tab 用来在需要时补充宏观、资金与事件背景。
Sample reports报告样例
Read a finished report before you run one.先读一份完成的报告,再决定是否运行。
A random selection of finished analyses, anonymous by design. Open one to read every turn, or take the PDF. 随机抽取的已完成分析,均已匿名处理。打开任意一份即可逐轮阅读,也可以下载 PDF。
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Pricing价格
3 free runs a day. Pro when you want more. 每天 3 次免费。想要更多,就开通 Pro。
Pro is 10 analyses a day on every model in the menu, and every dashboard in full, with 7 days free to start. Free runs use DeepSeek V4.1 Flash. Packs are still there for the odd extra run, and never expire. Pro 每天 10 次分析,可选菜单中的全部模型,全部看板完整可见,并可先免费试用 7 天。免费分析使用 DeepSeek V4.1 Flash。偶尔多跑几次,也可以买次数包,永不过期。
Explore探索
Explore TradeAgents.探索 TradeAgents。
Boundary边界
You make the call.决定权在你。
TradeAgents is built for research. It places no orders, connects to no brokerage account and holds no money. A report is a model's argument, not investment advice — it can be wrong, and it can be confidently wrong. Read the turns, check the numbers, and decide for yourself. TradeAgents 为研究而生。它不下单、不连接任何券商账户,也不持有任何资金。报告是模型的论证,而不是投资建议——它可能出错,而且可能错得很自信。请逐轮阅读、核对数字,然后自己做决定。