TradeAgents

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

An example run: 6 analysts report, a bull and a bear debate, the research manager rules, the trader proposes a plan, the risk team reviews it and the portfolio manager signs the rating. A-share runs add three specialists. 一次分析示例:6 位分析师提交报告,多空研究员辩论,研究主管裁决,交易员提出方案,风险团队审议,最后由投资组合经理签发评级。A 股分析额外加入三位专项分析师。

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。

01 Gather收集 6 analysts — 9 for A-shares — each write a report from data dated to the run: prices, filings, estimates, news and sentiment. 6 位分析师(A 股为 9 位)各自基于截至分析日期的数据撰写报告:价格、财报、盈利预期、新闻与情绪。
02 Debate辩论 A bull and a bear argue over those reports for 3 rounds. A research manager rules and writes the plan. 看涨与看跌研究员围绕这些报告辩论 3 轮,由研究主管裁决并撰写投资计划。
03 Plan计划 The trader turns the plan into a proposal: a direction, an entry and a stop stated as prices, and a size. 交易员把计划变成具体方案:方向、以价格表示的入场位与止损位,以及仓位。
04 Stress-test压力测试 Aggressive, conservative and neutral risk analysts attack the proposal from three sides for 3 rounds. 激进、保守、中立三位风险分析师从三个方向质询方案,共 3 轮。
05 Decide决策 The portfolio manager signs one rating — Buy, Overweight, Hold, Underweight or Sell — with the reasoning attached. 投资组合经理签发唯一评级——买入、增持、持有、减持或卖出——并附上理由。

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

Market Analyst市场分析师 Sentiment Analyst情绪分析师 News Analyst新闻分析师 Earnings Analyst盈利预期修正分析师 Quality Analyst经营质量分析师 Valuation Analyst估值分析师 Policy Analyst政策分析师 A-sharesA 股 Hot Money Tracker游资追踪师 A-sharesA 股 Lock-up Monitor解禁监控师 A-sharesA 股

Research team研究团队

Bull Researcher看涨研究员 Bear Researcher看跌研究员 Research Manager研究主管

Trader交易员

Trader交易员

Risk team风险管理团队

Aggressive Analyst激进派 Conservative Analyst保守派 Neutral Analyst中立派

Portfolio manager投资组合经理

Portfolio Manager投资组合经理

What each seat reads and writes →每个席位读什么、写什么 →

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。

Dated to the run以分析日期为准 The data tools are asked for what was known on the run's date, so a report dated in the past is written from that day's information. 数据工具只被询问在分析日期当天已知的信息,因此日期在过去的报告,是基于当天的信息写成的。
Streams as it works边写边看 Each section lands on the page the moment its author finishes. A deep run takes ten minutes or more — you read while it works. 每个章节在作者写完的那一刻就出现在页面上。一次深度分析需要十分钟或更久——你可以边运行边阅读。
Your model, your depth自选模型与深度 5 model choices from Gemini to DeepSeek, and a thinking-depth control. Every report records exactly what ran. 从 Gemini 到 DeepSeek 共 5 种模型可选,并可调节思考深度。每份报告都如实记录实际运行的模型。
Share it anywhere随处分享 Email, text or a WeChat QR code. The link opens without an account and expires in 30 days. 邮件、短信或微信二维码均可。链接无需账号即可打开,30 天后过期。

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. Packs when you need more. 每天 3 次免费。需要更多时,再买次数包。

Free runs are always spent first, so you are never charged while one is left. Purchased runs never expire and carry over between days. 系统总是优先消耗免费次数,只要还有免费次数就不会扣费。购买的次数永不过期,可跨日累积使用。

Free免费 3runs / day次 / 天 resets at midnight Pacific太平洋时间零点重置
5 runs5 次 $5 $1.00 per run每次 $1.00
28 runs28 次 $25 $0.89 per run每次 $0.89
60 runs60 次 $50 $0.83 per run每次 $0.83
130 runs130 次 $100 $0.77 per run每次 $0.77

How runs and credits are counted →次数如何计算 →

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。