Datadory notebook
How far back does historical intraday stock data go?
Historical intraday stock data goes back to 1996 in institutional archives - LSEG holds 80+ petabytes of PCAP tick history from that year - while self-serve APIs start later: Alpha Vantage serves 1-minute bars to January 2000, and Massive (formerly Polygon.io) carries US stock ticks from 2003 alongside options from 2014. Tiingo's adjusted end-of-day prices stretch further, to 1962.
1,744 datasets. Pick your catch.
How deep does each intraday archive actually run?
There is no single number, because every provider digitized a different era first. What you get is a ladder of starting dates, and the rung matters more than the marketing. The table below is the whole answer in one view, and the sections after it unpack each rung:
Two bookends frame everything else. Massive publishes index data only from 2023, while Tiingo's corporate-action-adjusted end-of-day prices start in 1962 - a 41-year gap between the newest and oldest start dates in this pool. Of the self-serve sources, only Alpha Vantage's minute archive (January 2000) and Massive's US stock tape (2003) predate the mid-2000s, which is why strategies needing pre-2003 session detail end up negotiating with LSEG rather than signing up for an integration key.
Which sources publish the deepest intraday history, ranked?
Ranked by documented start date at the finest resolution each sells:
Where does the January 2000 minute-bar baseline come from?
The deepest self-serve intraday archive belongs to Alpha Vantage. Its TIME_SERIES_INTRADAY function accepts interval values of 1min, 5min, 15min, 30min and 60min, and an optional month parameter takes a YYYY-MM value with documented history back to January 2000.
Why does 1996 mark the institutional floor?
LSEG's Tick History - PCAP product is documented as a cloud-based, 20+ petabyte repository of ultra-high-quality global market data captured at the data-centre level, inside a platform totaling 80+ petabytes of tick history reaching back to 1996. That capture method is the point: the tape preserves what the venue emitted, not a vendor's later reconstruction of it.
Which asset classes start later than US stocks?
Depth is asset-specific even inside one vendor. Massive carries US stocks from 2003 - 20+ years of history on Advanced plans - but currencies only from 2009, options from 2014, futures from 2017 and indices from 2023.
The stock tape is the scale story: 350B+ data points of tick-level trades and quotes from all US exchanges, dark pools and OTC markets, each event carrying nanosecond timestamps on both the SIP and participant clocks, recorded across 32,345+ tickers. Options add 722B+ data points over 1.67M+ contracts since 2014.
How do you pull decades of bars without endless pagination?
For Alpha Vantage the loop is month-driven: issue one TIME_SERIES_INTRADAY call per YYYY-MM slice, walking backwards from the current month toward January 2000, then stitch the responses into a single continuous series locally. Rebuilding the full span means roughly 320 monthly requests, which is why the 75-1,200 requests-per-minute premium limits exist.
Massive inverts the model into bulk delivery. Daily flat files arrive as downloadable S3 objects for every asset class, spanning day and minute aggregates as well as raw trades and quotes, and an on-request SQL interface queries the same store directly - no cursor pagination involved. Client libraries pass the key through a MASSIVE_API_KEY environment variable across Python, JavaScript, Go and Java.
Where to go next
Two sibling clusters continue the depth question from opposite ends: tick by tick stock data covers nanosecond-grain sourcing, and market data flat files s3 covers the bulk-loading patterns that make a 20-year pull practical. Every figure on this page traces to cataloged source records as of August 2026.
Pick up where this leaves off
Every one of these ships with sample rows before you commit to anything.
LSEG Data & Analytics Market Data
Massive (formerly Polygon.io) Stock Market API
Nasdaq Data Link (formerly Quandl)
plus per-product dictionaries
Alpha Vantage Stock and Financial Market Data API
Euronext Market Data
Tiingo Financial Markets API
Want rows instead of a pitch? Name the datasets.
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Get a sampleQuestions worth asking
How far back does Massive (formerly Polygon.io) stock data go?
Massive carries US stock trades and quotes from 2003 - 20+ years on Advanced plans - across all US exchanges, dark pools and OTC, totalling 350B+ data points with nanosecond SIP and participant timestamps. Other classes start later: currencies 2009, options 2014, futures 2017 and indices 2023.
Can minute bars be reconstructed from older tick data?
Yes. Massive publishes second and minute aggregates beside raw trades and quotes, and its daily S3 flat files include day and minute bars for every asset class, so reconstruction is a loading exercise. LSEG PCAP subscribers aggregate their own intervals from the raw capture, which is how sessions before 2000 get studied at all.