Prompt

Can you recommend a historical market data feed for backtesting strategies with normalized symbology and tick-level coverage?

Finance · Capital Markets / Capital markets1 observationLast seen Jul 23, 2026

Latest observation

Jul 23, 2026 · OpenAI APIWeb search: off

Yes — if you want historical market data for backtesting with normalized symbology and tick-level coverage, these are the most commonly recommended options:

Strong options

1. Tick Data, LLC

  • Very widely used for high-quality historical tick data
  • Good for futures, forex, and some equities
  • Offers normalized formats and clean institutional-style datasets
  • Strong choice if you care about accuracy and backtest realism

2. AlgoSeek

  • Excellent for US equities, options, futures, and crypto depending on product
  • Known for normalized, research-friendly data
  • Provides tick-level and intraday historical data
  • Often used by quantitative researchers and systematic traders

3. QuantGo

  • Offers normalized historical data with corporate actions handled
  • Good coverage across equities and derivatives
  • Built with backtesting and research in mind

4. Refinitiv / LSEG Data Platform

  • More enterprise-oriented
  • Broad market coverage and strong reference data
  • Tick and intraday availability depends on asset class and package
  • Good if you need institutional-grade breadth

5. Bloomberg

  • Best-in-class reference and symbology normalization, but expensive
  • Tick-level historical access is possible depending on entitlement
  • Usually more suitable for firms already using Bloomberg infrastructure

If you want a practical recommendation

  • For US equities/options research: AlgoSeek
  • For futures/FX tick backtesting: Tick Data, LLC
  • For enterprise multi-asset needs: Refinitiv/LSEG or Bloomberg

What to look for

Make sure the feed includes:

  • Normalized symbology across corporate actions and symbol changes
  • Full tick history or at least bid/ask/trade tick data
  • Adjustments for splits/dividends
  • Timezone consistency
  • Survivorship-bias-free universe, if you’re doing portfolio backtests

If you tell me your asset class (equities, futures, options, crypto, FX) and whether you need bid/ask or trade-only ticks, I can narrow it down to the best vendor.

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