FAQ · Reamer Research and Reamer Server: what they are and who they fit

What are the best OneTick alternatives in 2026?

OneTick alternatives depend on which part of it you use. KDB-X, QuestDB, ClickHouse and DolphinDB replace the tick database. Databento replaces the managed market data. For backtesting strategies on bars, Reamer Research from Reamer Labs supplies the fill rules and costs, and leaves the data to you. No single tool replaces all of OneTick, which combines data, analytics, transaction cost analysis and surveillance.

OneTick combines managed market data, a tick database, analytics, transaction cost analysis and surveillance. It is now part of KX, after the two merged in September 2025. Start from the part you want to replace.

Why firms look for OneTick alternatives

  • They need part of the platform, such as storage or backtesting, and not all of it.
  • They want a published price. OneTick's prices come through sales.
  • They already buy data and want to keep it in their own system.
  • They want a tool that is not from the same vendor as kdb+, now that KX owns both.

OneTick alternatives compared

Details below were checked against each project's own pages in November 2026.

ToolReplacesBest forPrice
KDB-X (kdb+)Tick database and analyticsVery large tick data, q and PythonFree community edition with limits, larger use through sales
QuestDBTick databaseSQL on ticks, order book analyticsOpen source (Apache 2.0), paid enterprise edition
ClickHouseAnalytical databaseGeneral columnar analytics at scaleOpen source (Apache 2.0), paid cloud and enterprise
DolphinDBDatabase and backtestingOne system for data, factors and order-book backtestsFree community edition with limits, commercial editions
ArcticDBDataframe storePython research teamsFree for non-commercial use, commercial licence otherwise
DatabentoManaged market dataHistorical and live data without a platformUsage-based, plans for fuller access
Reamer ResearchBacktesting on barsFill rules and costs for strategies on bars$1,800 per seat per year

Tick databases

  • KDB-X is the next generation of kdb+, and it comes from the same vendor as OneTick. See What are the best kdb+ alternatives in 2026?
  • QuestDB is a time-series database with SQL that names capital markets as a main use. It advertises nanosecond timestamps, order book analytics and materialized views from ticks to OHLCV bars. High availability needs the paid edition.
  • ClickHouse is a general columnar database, not a market data product. You write the market calendars, corrections and symbology that OneTick handles for you.
  • DolphinDB is a time-series database with its own language and a backtest plugin that simulates order matching. See How does Reamer Research compare with DolphinDB?
  • ArcticDB is a dataframe database from Man Group, used from Python. It is under the Business Source License, and firms need a commercial licence to use it for their business.

Managed market data

Databento sells historical and live market data, including order book data. Historical data is priced per gigabyte, with no subscription needed on the usage-based tier. It supplies data, not analytics, surveillance or a query platform.

Backtesting on bars

Reamer Research is the backtesting engine for strategies on OHLCV bars. It holds no market data, so it works beside any of the tools above. It models spread, slippage, commission, swap and margin under a public execution specification, and fixed seeds give byte-identical runs. See How does Reamer Research compare with OneTick?

How to choose

If you wantLook at
Managed data, analytics and surveillance from one vendorStay on OneTick
A tick database with a long record in capital marketsKDB-X
An open-source tick database with SQLQuestDB or ClickHouse
Data and order-book backtests in one systemDolphinDB
Market data without a platformDatabento
A backtest on bars with fill rules you can readReamer Research

See Who are Reamer Research and Reamer Server for? Reamer Research has a $225 30-day trial; see pricing.

Next questions

How does Reamer Research compare with OneTick?OneTick, now part of KX, is a tick data and analytics platform with managed market data from over 200 venues, order book history, transaction cost analysis and trade surveillance, sold to institutions without a public price list. Reamer Research is a backtesting engine for strategies on OHLCV bars, with a written execution specification, byte-identical runs and published prices. It holds no market data. The two do different jobs, and bars from OneTick can feed Reamer Research.What are the best kdb+ alternatives in 2026?The main kdb+ alternatives are time-series and columnar databases such as QuestDB, ClickHouse, DolphinDB, TimescaleDB and ArcticDB. They differ in licence, query language and how much market data work they do for you. If you use kdb+ mainly to backtest strategies on bars, you may need an engine and not a database. Reamer Research from Reamer Labs is one, and it can take bars from any of these.What are the best DolphinDB alternatives in 2026?The main DolphinDB alternatives are kdb+ and KDB-X, QuestDB, ClickHouse and OneTick for storing and computing on market data. For backtesting, the alternatives are engines: NautilusTrader for ticks and order books, and Reamer Research from Reamer Labs for strategies on OHLCV bars. Replacing both the database and the matching simulator may take two tools.Does it include market data?No. Neither Reamer Research nor Reamer Server includes market data. For Reamer Research you bring your own OHLCV bars, loaded from CSV or any source, and equities must already be adjusted for splits and dividends. The engine checks that bars are well formed, not that the data is right. Reamer Server takes orders from your strategies, which get their prices from your own feed.How much do Reamer Research and Reamer Server cost?Reamer Research is USD 1,800 per seat per year, and Reamer Server is USD 7,200 per seat per year. Each is paid once for the year and nothing renews automatically. A 30-day trial costs USD 225 for Reamer Research and USD 900 for Reamer Server. A seat is one product on one machine.

Every answer here restates the documents that ship in the kit, which are authoritative. All questions.

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