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FinMind

FinMind is an open-source financial data platform providing 75+ Taiwan market datasets and international market data (US, UK, Europe, Japan) via REST API and Python SDK. Data is updated daily. Datasets cover technical analysis, fundamentals, institutional trading, derivatives, convertible bonds, real-time quotes, exchange rates, interest rates, commodities, and US government bond yields.

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-23T23:44:19.363Z. Cached copy · Source on finmind.github.io

# FinMind

> FinMind is an open-source financial data platform providing 75+ Taiwan market datasets and international market data (US, UK, Europe, Japan) via REST API and Python SDK. Data is updated daily. Datasets cover technical analysis, fundamentals, institutional trading, derivatives, convertible bonds, real-time quotes, exchange rates, interest rates, commodities, and US government bond yields.

## API Overview

- Base URL: `https://api.finmindtrade.com/api/v4`
- Authentication: Register at finmindtrade.com, get token via login API or website. Pass token as `Authorization: Bearer {token}` header.
- Rate limit: 300 requests/hour (without token), 600/hour (free registered token); paid plans up to 20,000/hour — see Pricing below.
- Endpoints:
  - `POST /login` - Get auth token (params: user_id, password)
  - `GET /data` - Fetch dataset (params: dataset, data_id, start_date, end_date, token)
  - `GET /datalist` - List available data_id values for a dataset
  - `GET /translation` - Get English-Chinese column name mapping for a dataset
  - Some heavy datasets have dedicated endpoints instead of `/data` — they will return 422 if queried via `/data?dataset=...`. See `llms-full.txt` for the exact endpoint of each dataset. Currently:
    - `GET /taiwan_stock_trading_daily_report` (params: data_id or securities_trader_id, date) — TaiwanStockTradingDailyReport, single date per request
    - `GET /taiwan_stock_trading_daily_report_secid_agg` (params: data_id, securities_trader_id, start_date, end_date; data_id and securities_trader_id both required) — TaiwanStockTradingDailyReportSecIdAgg
  - `GET /storage_objects` (params: dataset, date) — sponsorpro-tier whole-day parquet via signed URL, ignores data_id. Currently supports: TaiwanStockPriceTick, TaiwanStockTradingDailyReport, TaiwanStockWarrantTradingDailyReport, TaiwanStockKBar, TaiwanFuturesTick, TaiwanFuturesKBar, TaiwanOptionTick, TaiwanStockTradingDailyReportSecIdAgg.

## Pricing

All prices in TWD (New Taiwan Dollars). One-time payment, no auto-renewal; the plan falls back to Free when it expires. Buy at the [sponsor page](https://finmindtrade.com/analysis/#/Sponsor/sponsor). Full comparison: [Pricing](https://finmind.github.io/en/Pricing/).

| Plan | Monthly | Yearly | API limit | Datasets | License |
|---|---|---|---|---|---|
| Free | NT$0 | NT$0 | 300 req/hour (600 with registered token) | 45 | Non-commercial |
| Backer | NT$699 | NT$5,499 | 1,600 req/hour | 81 | Non-commercial |
| Sponsor (recommended) | NT$999 | NT$8,888 | 6,000 req/hour | 97 | Non-commercial |
| Sponsor Pro | NT$3,330 | NT$29,620 | 20,000 req/hour | 97 + whole-day all-symbol download | Commercial (SaaS / AI / app / internal systems) |

- Each higher plan includes everything in the lower plans. Upgrade anytime by paying the prorated difference (minimum NT$100).
- Backer adds: all-stocks-by-date queries (no `data_id`), adjusted price, stock tick history, futures/options tick, convertible bonds, price limits, US stock minute
…

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