Daily Stock Analysis
LLM-powered daily stock analysis for A-share, Hong Kong, and US markets with multi-source data and automated reports.
Opens dsa.zhulinsen.tech in a new tab.
How the 7.2 was reached
- Quality of output7/10
65,782 stars and 54,898 forks, active; no independent check of report accuracy. Source: github.com
- Ease of use7/10
Zero-server GitHub Actions, local or Docker deployment with docs; needs AI keys and configuration. Source: dsa.zhulinsen.tech
- Pricing value8/10
MIT open source, zero-cost deployment via GitHub Actions; model API keys may cost. Source: github.com
- API and integration quality7/10
Multiple data sources, many LLM providers and delivery to Slack, Telegram, Discord, Feishu, email; no formal API noted. Source: dsa.zhulinsen.tech
- Solves the problem it claims to solve7/10
Heavy adoption (65k stars) supports the daily-report use; no independent evidence that the decisions are sound. Source: github.com
7.2/10 is the average of the five criterion scores above. The evidence comes from 3 different sources.Scores come from public evidence (the tool's own pages and documentation, and independent reviews); we do not test every tool hands-on. Scored 29 September 2026, on version 1 of our five-criteria scoring method.
Pricing
- Self-hosted
- Full feature access
- GitHub Actions deployment
- Docker support
- Local WebUI
For the full list of what each plan includes, and current prices, see github.com.
Key Features
- Multi-market coverage: A-shares, Hong Kong, and US stocks plus ETFs
- LLM-generated daily decision reports with scores, trend calls, and risk alerts
- News and sentiment aggregation from announcements, search results, and social feeds
- Agent-based strategy queries using moving averages, wave theory, and trend strategies
- Historical backtesting via SQLite with direction accuracy and simulated returns
- Multi-channel push notifications: WeChat Work, Feishu, Telegram, Discord, Slack, email
Pros & Cons
Pros
- Completely free and open source — no subscription cost
- Covers three major markets (A-share, HK, US) in one system
- Flexible deployment: GitHub Actions, local, or Docker
- Multiple data source fallbacks (AkShare, Tushare, YFinance, Longbridge)
Cons
- Requires self-hosting and manual configuration of LLM API keys and data sources
- Interface and documentation primarily in Chinese, limiting accessibility for non-Chinese users
- No managed SaaS option — all infrastructure burden falls on the user
- Community support limited to GitHub Issues and email
DSA is a capable open-source LLM stock analysis system well-suited for technically savvy investors focused on Chinese and US markets who want daily AI-generated reports without a subscription fee. Setup complexity and Chinese-first UX are real barriers for non-technical or non-Chinese-speaking users. For those who clear the setup hurdle, the feature depth — multi-market data, sentiment, backtesting, and multi-channel notifications — is genuinely impressive for a free self-hosted tool.
Added to scored.tools on
For the Daily Stock Analysis team: put this score on your website
A small image (a badge) that shows this score and links back to this page. Free for any tool, at any score. It always shows the current score, so it changes when the score does. Copy this code into your website where you want the badge:
<a href="https://scored.tools/tools/daily-stock-analysis/"><img src="https://scored.tools/badge/daily-stock-analysis.svg" alt="Daily Stock Analysis on scored.tools: 7.2/10" width="160" height="40"></a>Do you work for Daily Stock Analysis? Claim this page: prove you work there, then confirm the facts, correct a mistake or add a short reply. It is free and never changes the score.
Competitors to Daily Stock Analysis
Other tools in the Finance category worth comparing.
OpenBB
6.8/10AI-powered workspace for financial analytics and data integration
Qlib
7.2/10Open-source quantitative investment platform for AI-driven financial research and algorithmic trading
Vibe Trading
7.4/10Natural-language finance research AI agent with backtesting capabilities
More Articles Featuring Daily Stock Analysis
Best AI Tools for Financial Advisors in 2026
Seven AI tools financial advisors are actually using in 2026 — for research, portfolio analysis, client notes, marketing, and market intelligence. Ranked by real fit, not affiliate payout.
roundupBest AI Algorithmic Trading Platforms 2026: Honest Ranked Review
We compared the leading AI algo trading platforms on backtesting, execution, and honest cost math. Here are the eight worth your time in 2026.
reviewDaily Stock Analysis Review 2026: Free LLM Stock Reports
An honest review of Daily Stock Analysis (DSA), a free open-source LLM tool that generates daily stock reports for A-share, Hong Kong, and US markets.